WEBVTT

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PROFESSOR: So we looked at the
history of nuclear technology

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and we learned that it was
not optimally selected.

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It's an artifact of the Cold
War that we got where we are.

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We looked at climate change
as a motivation for nuclear.

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And I made this
sweeping statement

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that without climate
change, it probably

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isn't a motivation for nuclear,
just because of the prices.

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But we found that we can't
really quantify the damages

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from climate change very well.

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And so we devised
this approach, which

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is to say we're going to look
at cost plus externalities,

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and then have this
free parameter

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for the social cost of carbon,
which we can't define even

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roughly, because of the
phenomenology associated

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with feedbacks and the way
the uncertainties spread out.

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And we show that
after 125 years,

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scientists have not been able to
constrain that number any better

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over the past century.

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And indeed, it is itself
a time-dependent function

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that changes as the
climate state changes.

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So we don't know
what it should be,

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but we know that the
optimal level isn't 0,

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because there at some point the
marginal cost of abating CO2

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is going to exceed the marginal
benefit from that abatement.

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And so there is some
level of non-zero CO2,

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which is optimal in the system.

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But this is just
like a heuristic

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that we keep in our head,
when we think about looking

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at different things.

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We'll use this rough model
with the Fried parameter,

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the social cost of carbon
as a free parameter,

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just to study the
phenomenology of the system.

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We can't possibly
get an exact answer,

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but we can look at what
happens if this SCC is low,

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the SCC is high.

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How high does it have to be?

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How much carbon abatement
does a certain SCC drive?

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And what technology
makes it supported

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under a variety of assumptions?

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And then you can decide for
yourself, what you believe.

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As far as SCC that gives you the
technology output that you want,

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which is what everyone
basically does.

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But we will try to ground it
in thoughtful assessments that

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have been done by other
entities at some point.

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OK.

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So to do this
computation, we need

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to be able to compute the
first of these terms, which

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is the cost of energy.

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And I want to walk
you through how

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to do that in perhaps
a little bit more

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detail than you've
experienced before.

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And to do that, the
first thing we need to do

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is to review the
time value of money.

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Now this is the effects of
interest rates and so on.

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And you all have seen this
back in elementary school.

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And you all know that an
interest rate causes the balance

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to go up.

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And you may even remember
all the equations,

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except do you really know
what an interest rate,

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where it comes from
and what does it mean?

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So I want to try to communicate
some philosophical points so

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that you can have
these in your head,

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so that you can
use these numbers

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in a better-informed
way, because it turns out

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that these numbers, because
they appear in the exponent,

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have an enormous
effect on the outcome.

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And so you can just
select the number

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that gives you the
answer you want,

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which is what everyone does.

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And that's bad practice.

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And if you had a better sense
of where these things come from,

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you might do better at this.

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So let's just talk about this.

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Why does the value
of money change

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and why does it
matter for nuclear?

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Well, when you're building
projects, they take many years.

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And so you have to worry
about things like inflation.

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You also have to
pay for it somehow.

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So you usually borrow money
and there's a finance charge,

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and that goes up as
the time goes up.

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You have to pay
interest on that.

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And another thing that we deal
with in building power plants

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is that we spend lots of
money on lots of things

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over lots of different times.

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And at the end of
the day, we have

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to have one number, which
tells us what it cost.

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And so we have to find
some way of aggregating

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all of these different streams
that happen at different times

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into a lump sum
at a certain time.

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And so you probably
in your head can

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imagine how you would
do this, but we'll just

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walk through it real fast.

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So the first of
those was inflation.

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So why is the value
of money change?

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So it turns out, and I'm
not exaggerating here,

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there's something like
15 different reasons

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inflation happens.

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But the basic top
ones are shown here.

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So the first thing
is money production.

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And if you don't know
how money is made,

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I really suggest
you go on YouTube

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and find a video about
how money is made,

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because it's a little weird.

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I mean, we could get into it.

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Basically, it's a process
of banks making loans.

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They create money out of
thin air in that process.

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So go find some video
on this, if you're not

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familiar with the
generation of money.

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I'm not talking about currency.

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I'm not talking about the
US mint printing cash.

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That's on the balance book.

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There is so many dollars in
circulation in the economy,

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and it is synthesized by private
banks when you take a loan.

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It's a really
interesting phenomenon.

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So what happens is,
through the process

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of synthesizing this
money via loans,

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we generate this
numerical representation

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of value in the system.

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And then there's the
real amount of value

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in the system, which is
your labor, and creativity,

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and your hard work.

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That's actually generating
real economic value.

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And if these things
get out of sync,

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then the value per unit
dollar either goes up or down.

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And so that is
inflation and deflation.

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And through monetary policy,
we try to keep it the case

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that inflation always happens.

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So that the value of
the dollar is always

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going down very slightly.

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This is to say the amount
of money being generated

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is slightly exceeding the
real economic productivity.

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So that the value per-unit
dollar is slowly going down.

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And someone could
probably quickly tell me

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why that is important.

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AUDIENCE: Well, it means you're
better off spending money now

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because it's worth more.

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PROFESSOR: Yep, and if you
don't have that interest,

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you don't have that motivation--

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AUDIENCE: You can just
hoard it and not spend it.

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PROFESSOR: You can hoard it,
and then the economy shuts down.

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So this is all about keeping
the economy ticking along.

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So we have to have this
inflationary process.

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So that's one phenomenon.

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The second phenomenon
that we have

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is that there's some
opportunity costs.

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Right?

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So I could do various
things with my money.

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And if I decide to lend it to
you to build your new tokamak

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startup, I can't do
other things with that.

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And so I demand some payment for
giving you my freedom in a way.

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So that is the opportunity cost.

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And another parameter
that I didn't put here,

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but there's also a
risk factor associated

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with that, which is to say that
if your tokamak startup doesn't

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work, I might not
get my money back.

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And so I have to also have
some kind of probabilistic

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and expectation value,
some extra factor that

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says, in expectation I
will get all my money back,

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plus the opportunity
charge that I'm taking in.

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AUDIENCE: It's a
really dumb question,

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but you're mentioning banks,
but banks really shy away

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from funding these
kind of facilities

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because the risk is very high.

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So what happens if I'm a
normal investor, and normally

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VC because then I'm not
really lending money,

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I'm just investing and many
times I'm just getting equity.

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PROFESSOR: Yeah but you
are lending it in the sense

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you're getting equity
as an instrument

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that you can then sell, you
hope, and get your money back.

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If you just had
equity in perpetuity,

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that would not be interesting.

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Yeah.

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[INTERPOSING VOICES]

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AUDIENCE: I don't really
see the connection

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with the bank in the sense like
you have Commonwealth Fusion

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Systems, you don't have
any banks in their capital.

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PROFESSOR: That's fine.

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But anyone lending money to
anyone through any instrument

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is basically applying
the same rule

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that if I'm going to invest
as a VC in your company,

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I have to consider
all the other things I

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could do with the money, other
investments I could make.

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AUDIENCE: Opportunity cost.

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PROFESSOR: Opportunity cost
plus the risk associated

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with this particular venture.

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AUDIENCE: OK.

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PROFESSOR: Right, yeah, so it's
all the same kind of phenomenon.

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Yeah.

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All right.

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And then the third effect
is just the pure preference

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for early consumption.

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This is a psychological
property of humans,

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which is to say that if I offer
you $1 today or $1 tomorrow,

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most people will prefer to have
the dollar today because who

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knows what will happen tomorrow.

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So it turns out that
this effect, there's

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a few assumptions that
are baked into this.

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One assumption is
called free storage,

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which is to say that if I
offer you a case of soda,

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you might not take it because
it's not free for you to store.

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You have to carry this
case of soda out of here,

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put it somewhere until you're
done with classes for the day.

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OK, so we ignore that we have
the assumption of free storage.

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You can just magically take
it, like in video game,

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you can take an endless
number of things you

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find on these dead characters.

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And the other phenomenon
associated with this

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is it turns out this is a
time-dependent preference.

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So economic psychology
studies find

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that people have a reasonable,
measurable preference

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for early consumption
when they're talking

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about today versus tomorrow.

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But when they're talking
about 2028 versus 2030,

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they're like, that number
somehow goes down very rapidly.

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And so this actually matters.

00:10:45.773 --> 00:10:47.190 align:middle line:84%
We'll talk about
this in a moment.

00:10:47.190 --> 00:10:50.630 align:middle line:84%
That matters with respect
to climate change issues.

00:10:50.630 --> 00:10:53.510 align:middle line:84%
So I promised
earlier I would talk

00:10:53.510 --> 00:10:58.230 align:middle line:84%
about the Ramsey rate, which is
the social discounting factor.

00:10:58.230 --> 00:11:00.310 align:middle line:84%
So we're taking a little
diversion now away

00:11:00.310 --> 00:11:03.930 align:middle line:84%
from traditional finance,
going back to climate change.

00:11:03.930 --> 00:11:08.790 align:middle line:84%
And in climate change, we
also discount future damages.

00:11:08.790 --> 00:11:12.670 align:middle line:84%
When we generate an estimate
of the social cost of carbon,

00:11:12.670 --> 00:11:17.690 align:middle line:84%
we say, well, if that damage
happens 100 years in the future,

00:11:17.690 --> 00:11:21.830 align:middle line:84%
it's not the same as if that
damage happens right now,

00:11:21.830 --> 00:11:24.910 align:middle line:90%
and all kinds of reasons why.

00:11:24.910 --> 00:11:27.910 align:middle line:84%
And so the Ramsey
social discount rate

00:11:27.910 --> 00:11:33.510 align:middle line:84%
is a way to try to approximate
what the discounting factor is.

00:11:33.510 --> 00:11:36.210 align:middle line:90%
And so it has these three terms.

00:11:36.210 --> 00:11:38.630 align:middle line:84%
One is the one I just
mentioned, the pure preference

00:11:38.630 --> 00:11:40.430 align:middle line:90%
for early consumption.

00:11:40.430 --> 00:11:42.630 align:middle line:84%
And a lot of people
argue that this number

00:11:42.630 --> 00:11:45.260 align:middle line:90%
should be approximately zero.

00:11:45.260 --> 00:11:50.860 align:middle line:84%
And they argue that because
they're saying that, look,

00:11:50.860 --> 00:11:54.940 align:middle line:84%
all future generations should
matter as much as our generation

00:11:54.940 --> 00:11:57.100 align:middle line:90%
and we shouldn't be greedy.

00:11:57.100 --> 00:12:01.220 align:middle line:84%
So we'll set this
number to zero.

00:12:01.220 --> 00:12:04.300 align:middle line:84%
Perhaps the better
explanation for why

00:12:04.300 --> 00:12:06.620 align:middle line:84%
this should be close
to zero is simply

00:12:06.620 --> 00:12:10.020 align:middle line:84%
that in psychological
studies, when

00:12:10.020 --> 00:12:12.900 align:middle line:84%
you're looking at
long time horizons,

00:12:12.900 --> 00:12:16.020 align:middle line:84%
this number is
approximately zero.

00:12:16.020 --> 00:12:20.080 align:middle line:84%
So this is small, what
rho is, it's small.

00:12:20.080 --> 00:12:23.300 align:middle line:90%


00:12:23.300 --> 00:12:26.700 align:middle line:84%
The second parameter is
a two-part parameter.

00:12:26.700 --> 00:12:28.840 align:middle line:90%
It's eta times the growth rate.

00:12:28.840 --> 00:12:31.780 align:middle line:84%
Eta is a unitless
parameter, which

00:12:31.780 --> 00:12:35.280 align:middle line:84%
is the elasticity of marginal
utility with consumption.

00:12:35.280 --> 00:12:37.100 align:middle line:90%
What does that mean?

00:12:37.100 --> 00:12:39.540 align:middle line:84%
It means this is a
measure of the percent

00:12:39.540 --> 00:12:44.692 align:middle line:84%
change in the usefulness
of, let's say, $1

00:12:44.692 --> 00:12:46.650 align:middle line:84%
or a usefulness of what
they're actually saying

00:12:46.650 --> 00:12:50.570 align:middle line:84%
is a usefulness of
unit of consumption--

00:12:50.570 --> 00:12:55.010 align:middle line:84%
burning some coal or natural
gas to make some energy--

00:12:55.010 --> 00:12:56.875 align:middle line:84%
as the amount you
consume goes up,

00:12:56.875 --> 00:12:59.250 align:middle line:84%
percent change of usefulness
as a function of the percent

00:12:59.250 --> 00:13:04.610 align:middle line:84%
change in the amount
that you use up.

00:13:04.610 --> 00:13:07.770 align:middle line:84%
So a 1% increase in
consumption leads

00:13:07.770 --> 00:13:12.650 align:middle line:90%
to an eta change in utility.

00:13:12.650 --> 00:13:14.890 align:middle line:90%
That's the idea.

00:13:14.890 --> 00:13:20.930 align:middle line:84%
So logically, eta
will be negative

00:13:20.930 --> 00:13:25.370 align:middle line:84%
and it will have the
effect of that essentially

00:13:25.370 --> 00:13:32.450 align:middle line:84%
as your consumption goes up,
the utility of that consumption

00:13:32.450 --> 00:13:33.570 align:middle line:90%
goes down.

00:13:33.570 --> 00:13:35.130 align:middle line:84%
To put it in
another terms, we've

00:13:35.130 --> 00:13:39.410 align:middle line:84%
all become more Elon Musk like,
so the value of an extra dollar

00:13:39.410 --> 00:13:43.800 align:middle line:84%
means less and less and less
to us as we become wealthier.

00:13:43.800 --> 00:13:46.500 align:middle line:84%
However, just in
terms of science,

00:13:46.500 --> 00:13:49.900 align:middle line:84%
interest rates are very
loosey goosey on signs.

00:13:49.900 --> 00:13:51.550 align:middle line:90%
You just have to think about it.

00:13:51.550 --> 00:13:53.300 align:middle line:84%
So generally, this is
written as positive.

00:13:53.300 --> 00:13:54.400 align:middle line:90%
This is positive.

00:13:54.400 --> 00:13:56.020 align:middle line:84%
And this is
technically negative.

00:13:56.020 --> 00:13:58.800 align:middle line:84%
But then the way they define eta
is they put an extra negative

00:13:58.800 --> 00:14:00.100 align:middle line:90%
in there to make this positive.

00:14:00.100 --> 00:14:01.480 align:middle line:90%
So it all adds up.

00:14:01.480 --> 00:14:06.360 align:middle line:84%
So you just have to think about
each term in an interest rate

00:14:06.360 --> 00:14:09.160 align:middle line:84%
and think, OK, should this
be positive or negative,

00:14:09.160 --> 00:14:12.240 align:middle line:90%
and figure out what's going on.

00:14:12.240 --> 00:14:16.280 align:middle line:84%
And then g, because g is
typically defined as positive,

00:14:16.280 --> 00:14:19.340 align:middle line:84%
is the growth rate in
per-capita consumption.

00:14:19.340 --> 00:14:22.743 align:middle line:84%
So this is just how much we
are getting richer over time.

00:14:22.743 --> 00:14:24.160 align:middle line:84%
AUDIENCE: If there
is a preference

00:14:24.160 --> 00:14:26.120 align:middle line:84%
for early consumption,
wouldn't money

00:14:26.120 --> 00:14:29.760 align:middle line:84%
be worth more now than
later when right now I

00:14:29.760 --> 00:14:30.740 align:middle line:90%
want to consume.

00:14:30.740 --> 00:14:33.780 align:middle line:84%
And so I have a higher
demand for whatever I have.

00:14:33.780 --> 00:14:37.080 align:middle line:84%
So shouldn't rho be something
that's somewhat negative?

00:14:37.080 --> 00:14:41.020 align:middle line:84%
PROFESSOR: No, because
the equation would

00:14:41.020 --> 00:14:50.860 align:middle line:84%
be that the value at some time
t is equal to the initial value

00:14:50.860 --> 00:14:51.980 align:middle line:90%
times--

00:14:51.980 --> 00:14:53.980 align:middle line:84%
so well, it depends on
whether you write a minus

00:14:53.980 --> 00:14:58.860 align:middle line:90%
sign right here, but rho t.

00:14:58.860 --> 00:15:03.160 align:middle line:84%
Yeah, so it would be negative,
it should be negative.

00:15:03.160 --> 00:15:06.320 align:middle line:84%
But normally you put a minus
sign, then it's positive.

00:15:06.320 --> 00:15:07.545 align:middle line:90%
So it's the same thing.

00:15:07.545 --> 00:15:08.920 align:middle line:84%
You just have to
watch your sign.

00:15:08.920 --> 00:15:10.000 align:middle line:84%
AUDIENCE: But it
should fall over time?

00:15:10.000 --> 00:15:10.420 align:middle line:90%
PROFESSOR: Yeah.

00:15:10.420 --> 00:15:11.253 align:middle line:90%
AUDIENCE: The value.

00:15:11.253 --> 00:15:12.260 align:middle line:90%
PROFESSOR: Yeah.

00:15:12.260 --> 00:15:13.820 align:middle line:84%
You just think about
it and make sure

00:15:13.820 --> 00:15:15.070 align:middle line:90%
that all your signs are right.

00:15:15.070 --> 00:15:19.260 align:middle line:84%
Because there's poor
convention in how

00:15:19.260 --> 00:15:22.780 align:middle line:90%
these things are written out.

00:15:22.780 --> 00:15:24.140 align:middle line:90%
OK.

00:15:24.140 --> 00:15:24.640 align:middle line:90%
Yeah.

00:15:24.640 --> 00:15:26.985 align:middle line:84%
I guess if you call
it discounting,

00:15:26.985 --> 00:15:28.860 align:middle line:84%
then you put the minus
sign in that equation,

00:15:28.860 --> 00:15:30.700 align:middle line:84%
and then all these
terms are positive.

00:15:30.700 --> 00:15:34.580 align:middle line:84%
That's typically the
way it works out.

00:15:34.580 --> 00:15:35.120 align:middle line:90%
OK.

00:15:35.120 --> 00:15:38.090 align:middle line:90%
So g is the growth rate.

00:15:38.090 --> 00:15:44.810 align:middle line:84%
And it's basically a statement
of the consumption path

00:15:44.810 --> 00:15:48.730 align:middle line:90%
that you forecast for society.

00:15:48.730 --> 00:15:52.250 align:middle line:84%
And so it gets multiplied
by eta to change consumption

00:15:52.250 --> 00:15:53.850 align:middle line:90%
into units of utility.

00:15:53.850 --> 00:15:57.770 align:middle line:84%
That's the purpose of
having eta times g.

00:15:57.770 --> 00:16:00.770 align:middle line:84%
The difficulty,
there's some difficulty

00:16:00.770 --> 00:16:02.190 align:middle line:90%
in selecting g though.

00:16:02.190 --> 00:16:04.065 align:middle line:84%
So if you assume g
is greater than zero,

00:16:04.065 --> 00:16:05.690 align:middle line:84%
you're assuming that
people are getting

00:16:05.690 --> 00:16:10.210 align:middle line:84%
richer, which is generally,
the assumption of economists.

00:16:10.210 --> 00:16:14.330 align:middle line:84%
And if g is less
than 0, then people

00:16:14.330 --> 00:16:17.410 align:middle line:84%
are getting poorer
in real terms.

00:16:17.410 --> 00:16:18.942 align:middle line:90%
One of the problems, yeah?

00:16:18.942 --> 00:16:20.650 align:middle line:84%
AUDIENCE: When we're
talking about people

00:16:20.650 --> 00:16:22.390 align:middle line:84%
getting richer and
people getting poorer,

00:16:22.390 --> 00:16:25.730 align:middle line:84%
is that for the dollar amount
or for some equivalent goods

00:16:25.730 --> 00:16:26.770 align:middle line:90%
amount?

00:16:26.770 --> 00:16:29.010 align:middle line:84%
PROFESSOR: We'll say it's
in purchasing power parity.

00:16:29.010 --> 00:16:29.552 align:middle line:90%
AUDIENCE: OK.

00:16:29.552 --> 00:16:36.040 align:middle line:84%
PROFESSOR: So it's dollars
that are inflation-adjusted.

00:16:36.040 --> 00:16:40.400 align:middle line:84%
So one of the problems
with trying to pick g

00:16:40.400 --> 00:16:46.060 align:middle line:84%
is that you have growing
inequity in the system.

00:16:46.060 --> 00:16:49.900 align:middle line:90%
So here is a plot of two terms.

00:16:49.900 --> 00:16:56.480 align:middle line:84%
This blue line is the real,
meaning inflation-adjusted, real

00:16:56.480 --> 00:16:59.840 align:middle line:84%
median, median
meaning we've chosen

00:16:59.840 --> 00:17:05.280 align:middle line:84%
a measure of central tendency
that ignores outliers.

00:17:05.280 --> 00:17:10.079 align:middle line:84%
Real median household
income in the United States,

00:17:10.079 --> 00:17:12.359 align:middle line:90%
OK, it is going up.

00:17:12.359 --> 00:17:16.319 align:middle line:84%
But there have been some
periods of stagnation.

00:17:16.319 --> 00:17:24.040 align:middle line:84%
The dashed green line is the
essentially average income

00:17:24.040 --> 00:17:24.940 align:middle line:90%
per household.

00:17:24.940 --> 00:17:28.319 align:middle line:90%
It's GDP divided by households.

00:17:28.319 --> 00:17:31.640 align:middle line:84%
And you can see that that
goes up much more steadily.

00:17:31.640 --> 00:17:34.590 align:middle line:84%
So what describes this
divergence between the median

00:17:34.590 --> 00:17:37.090 align:middle line:90%
and the means in this?

00:17:37.090 --> 00:17:39.710 align:middle line:84%
It is increasing
wealth inequality

00:17:39.710 --> 00:17:41.790 align:middle line:84%
in the United States,
which is to say

00:17:41.790 --> 00:17:45.470 align:middle line:84%
that most of the gains, which
are being represented here

00:17:45.470 --> 00:17:49.270 align:middle line:84%
in the green line are actually
going to the very wealthy.

00:17:49.270 --> 00:17:53.010 align:middle line:90%
So as a result, how do we set g?

00:17:53.010 --> 00:17:55.310 align:middle line:84%
Do we choose g to be a
low number because we

00:17:55.310 --> 00:17:58.310 align:middle line:84%
want the median measure
of people's well-being,

00:17:58.310 --> 00:18:00.370 align:middle line:84%
or do we take the
average, and so on?

00:18:00.370 --> 00:18:04.310 align:middle line:84%
So there's some
challenge in setting g.

00:18:04.310 --> 00:18:08.470 align:middle line:84%
And there are various ways
people have attempted to come up

00:18:08.470 --> 00:18:11.850 align:middle line:90%
with an adjusted value of g.

00:18:11.850 --> 00:18:18.815 align:middle line:84%
There's something called
the Atkinson parameter.

00:18:18.815 --> 00:18:20.190 align:middle line:84%
I don't exactly
remember the name

00:18:20.190 --> 00:18:24.590 align:middle line:84%
of the thing, which is a way
of measuring wealth inequality

00:18:24.590 --> 00:18:26.950 align:middle line:84%
and trying to come
up with a fair g

00:18:26.950 --> 00:18:30.990 align:middle line:84%
to put in your social
discounting factor.

00:18:30.990 --> 00:18:34.540 align:middle line:84%
Incidentally, if you're
wondering, the color coding, red

00:18:34.540 --> 00:18:37.020 align:middle line:84%
is when we have a Republican
administration in the United

00:18:37.020 --> 00:18:40.300 align:middle line:84%
States, and blue is when we
have a Democratic administration

00:18:40.300 --> 00:18:41.380 align:middle line:90%
in the United States.

00:18:41.380 --> 00:18:42.980 align:middle line:84%
Whether there's
actually a correlation

00:18:42.980 --> 00:18:46.340 align:middle line:84%
between these
apparent divergences

00:18:46.340 --> 00:18:49.820 align:middle line:84%
between administration, there's
not really statistical power

00:18:49.820 --> 00:18:51.580 align:middle line:90%
here, let's say.

00:18:51.580 --> 00:18:56.100 align:middle line:84%
It could be these darker
bars are also recessions.

00:18:56.100 --> 00:18:59.580 align:middle line:84%
Another way to look at
it is these divergences

00:18:59.580 --> 00:19:02.480 align:middle line:84%
tend to appear right
before the recessions hit.

00:19:02.480 --> 00:19:05.260 align:middle line:90%


00:19:05.260 --> 00:19:07.940 align:middle line:90%
This is macroeconomics.

00:19:07.940 --> 00:19:09.900 align:middle line:90%
We can worry about this later.

00:19:09.900 --> 00:19:15.340 align:middle line:84%
So real economists tend
to put some numbers up

00:19:15.340 --> 00:19:21.940 align:middle line:84%
around 1% for rho,
2 for eta, and 2

00:19:21.940 --> 00:19:27.100 align:middle line:84%
for g, which is a little
ambitious because if you go back

00:19:27.100 --> 00:19:35.490 align:middle line:84%
to this plot, this
is 1.5% growth rate

00:19:35.490 --> 00:19:39.170 align:middle line:90%
and this is 0.75% growth rate.

00:19:39.170 --> 00:19:45.810 align:middle line:84%
So putting 2 for g strikes
me as little ambitious.

00:19:45.810 --> 00:19:52.490 align:middle line:84%
And putting 1% for rho also
strikes me as ambitious.

00:19:52.490 --> 00:19:55.210 align:middle line:84%
So when I do this, personally,
I think this number

00:19:55.210 --> 00:19:57.930 align:middle line:90%
should be small, close to 0.

00:19:57.930 --> 00:20:00.810 align:middle line:84%
But the general
recommendation of the field

00:20:00.810 --> 00:20:03.330 align:middle line:90%
is something around 5%.

00:20:03.330 --> 00:20:08.870 align:middle line:84%
That's generally what
people do, 2 times 2 plus 1.

00:20:08.870 --> 00:20:09.370 align:middle line:90%
Yeah?

00:20:09.370 --> 00:20:11.250 align:middle line:84%
AUDIENCE: That's
5% annual, correct?

00:20:11.250 --> 00:20:12.530 align:middle line:90%
PROFESSOR: 5% annual.

00:20:12.530 --> 00:20:13.770 align:middle line:90%
Yeah.

00:20:13.770 --> 00:20:14.690 align:middle line:90%
That's right.

00:20:14.690 --> 00:20:16.250 align:middle line:90%
It's a force of interest.

00:20:16.250 --> 00:20:17.670 align:middle line:84%
We'll talk about
that in a moment.

00:20:17.670 --> 00:20:22.550 align:middle line:90%


00:20:22.550 --> 00:20:25.410 align:middle line:84%
And diversion on climate change
and social discounting, so let's

00:20:25.410 --> 00:20:28.130 align:middle line:90%
go back to finance.

00:20:28.130 --> 00:20:31.510 align:middle line:84%
All right, so I just want to
make sure people have-- you'll

00:20:31.510 --> 00:20:34.290 align:middle line:84%
run across these terms-- nominal
dollars, current dollars,

00:20:34.290 --> 00:20:36.570 align:middle line:84%
actual dollars, real
dollars, constant dollars,

00:20:36.570 --> 00:20:39.350 align:middle line:90%
year so-and-so dollars.

00:20:39.350 --> 00:20:42.570 align:middle line:84%
I'll put these slides on the
website so you can look at them.

00:20:42.570 --> 00:20:45.470 align:middle line:84%
You should just
know what these are.

00:20:45.470 --> 00:20:47.590 align:middle line:84%
Nominal dollars means
that the currency

00:20:47.590 --> 00:20:51.710 align:middle line:84%
has the value in the year
that the money was spent.

00:20:51.710 --> 00:20:53.850 align:middle line:84%
And so when you
look in a report,

00:20:53.850 --> 00:21:00.950 align:middle line:84%
and they said we spent $2
billion on this nuclear plant,

00:21:00.950 --> 00:21:04.430 align:middle line:84%
that's probably going
to be in nominal dollars

00:21:04.430 --> 00:21:07.950 align:middle line:84%
for the year of the report,
unless they particularly say

00:21:07.950 --> 00:21:12.510 align:middle line:90%
it's in year 2023 or something.

00:21:12.510 --> 00:21:15.750 align:middle line:84%
Real dollars are
inflation-adjusted dollars.

00:21:15.750 --> 00:21:17.910 align:middle line:84%
They also call this
constant dollars.

00:21:17.910 --> 00:21:19.550 align:middle line:84%
So all the plots I'm
going to show you

00:21:19.550 --> 00:21:24.150 align:middle line:84%
in this class, almost all the
plots will be constant dollars.

00:21:24.150 --> 00:21:25.730 align:middle line:84%
Everything is
inflation-adjusted.

00:21:25.730 --> 00:21:28.260 align:middle line:84%
So they you can compare
dollar at one year

00:21:28.260 --> 00:21:30.880 align:middle line:84%
to a dollar at another year, and
it's a meaningful comparison.

00:21:30.880 --> 00:21:37.060 align:middle line:84%
So how do you do this
inflation ingesting?

00:21:37.060 --> 00:21:40.300 align:middle line:90%
It's actually not exactly--

00:21:40.300 --> 00:21:40.800 align:middle line:90%
OK.

00:21:40.800 --> 00:21:42.540 align:middle line:90%
One more set of terminology.

00:21:42.540 --> 00:21:46.220 align:middle line:84%
So we have the nominal
interest rate and the real rate

00:21:46.220 --> 00:21:48.920 align:middle line:90%
for interest rates on loans.

00:21:48.920 --> 00:21:51.780 align:middle line:90%


00:21:51.780 --> 00:21:55.100 align:middle line:84%
When you go to a bank
and you get a loan,

00:21:55.100 --> 00:21:58.580 align:middle line:84%
the entire loan is
written in nominal terms.

00:21:58.580 --> 00:22:02.460 align:middle line:84%
They ignore the
effect of inflation.

00:22:02.460 --> 00:22:06.020 align:middle line:84%
They write you a
contract that says

00:22:06.020 --> 00:22:08.860 align:middle line:84%
we're going to charge you
a certain interest rate,

00:22:08.860 --> 00:22:14.120 align:middle line:84%
and you're going to pay us back
with dollars in the future.

00:22:14.120 --> 00:22:16.620 align:middle line:84%
And they don't say, but you
have to increase the dollars

00:22:16.620 --> 00:22:21.620 align:middle line:84%
that you pay us back, because
the value of the dollar

00:22:21.620 --> 00:22:22.240 align:middle line:90%
might go down.

00:22:22.240 --> 00:22:25.700 align:middle line:84%
They say you borrow this much
money, you pay the interest

00:22:25.700 --> 00:22:28.250 align:middle line:84%
and on that end,
you pay those back.

00:22:28.250 --> 00:22:33.490 align:middle line:84%
And what they do is they suck up
the damages from the Inflation

00:22:33.490 --> 00:22:36.590 align:middle line:84%
that they would bear
into the interest rate.

00:22:36.590 --> 00:22:37.790 align:middle line:90%
So they roll it in.

00:22:37.790 --> 00:22:42.210 align:middle line:84%
So the interest rate will always
be the inflation rate plus,

00:22:42.210 --> 00:22:43.610 align:middle line:84%
or should always
be the inflation

00:22:43.610 --> 00:22:47.250 align:middle line:84%
rate plus some opportunity
cost and risk-adjusted rate

00:22:47.250 --> 00:22:49.170 align:middle line:90%
on top of that.

00:22:49.170 --> 00:22:51.690 align:middle line:84%
And that's where the
interest rates come from.

00:22:51.690 --> 00:22:55.290 align:middle line:84%
However, sometimes when you're
working in real dollars,

00:22:55.290 --> 00:22:57.890 align:middle line:84%
where everything is
inflation-adjusted,

00:22:57.890 --> 00:23:03.160 align:middle line:84%
it's useful to write interest
rates in the real rate, which

00:23:03.160 --> 00:23:05.410 align:middle line:84%
is you take the nominal rate
and you just subtract out

00:23:05.410 --> 00:23:07.210 align:middle line:90%
the inflation rate.

00:23:07.210 --> 00:23:10.470 align:middle line:84%
So we'll do that, I think, a
little bit later in this class.

00:23:10.470 --> 00:23:13.290 align:middle line:84%
And so this reflects only
the opportunity cost and risk

00:23:13.290 --> 00:23:14.910 align:middle line:90%
of loans, the real rate.

00:23:14.910 --> 00:23:16.690 align:middle line:84%
So make sure you
get those right.

00:23:16.690 --> 00:23:17.450 align:middle line:90%
Yep?

00:23:17.450 --> 00:23:21.450 align:middle line:84%
AUDIENCE: Why is the inflation
rate in absolute value terms?

00:23:21.450 --> 00:23:23.250 align:middle line:84%
And we haven't had
this for a long time.

00:23:23.250 --> 00:23:27.440 align:middle line:84%
But if you presume it's the
early 1930s or something when we

00:23:27.440 --> 00:23:32.120 align:middle line:84%
have a negative inflation
rate, wouldn't that be better

00:23:32.120 --> 00:23:37.820 align:middle line:84%
for banks essentially, in
that they're taking in more?

00:23:37.820 --> 00:23:40.400 align:middle line:90%
I don't get why that's still--

00:23:40.400 --> 00:23:43.920 align:middle line:84%
PROFESSOR: So if they
wrote a contract and then

00:23:43.920 --> 00:23:48.320 align:middle line:84%
we had, so that's
called deflation.

00:23:48.320 --> 00:23:51.000 align:middle line:84%
If they wrote a contract
alone, and then there

00:23:51.000 --> 00:23:54.375 align:middle line:84%
was some deflation, yeah,
they would benefit from that.

00:23:54.375 --> 00:23:55.000 align:middle line:90%
AUDIENCE: Yeah.

00:23:55.000 --> 00:23:57.960 align:middle line:84%
PROFESSOR: But on
the whole, everything

00:23:57.960 --> 00:24:00.600 align:middle line:84%
is a market, including
capital markets.

00:24:00.600 --> 00:24:02.680 align:middle line:84%
So let's say we were
really in a period

00:24:02.680 --> 00:24:06.640 align:middle line:84%
of sustained
low-grade deflation.

00:24:06.640 --> 00:24:10.040 align:middle line:84%
That would also get factored
in to the lending rate.

00:24:10.040 --> 00:24:14.920 align:middle line:84%
Because if your loans were more
expensive than his loans, then

00:24:14.920 --> 00:24:16.920 align:middle line:90%
people wouldn't take your loans.

00:24:16.920 --> 00:24:23.000 align:middle line:84%
So that effect is always
going to wash out in the end.

00:24:23.000 --> 00:24:25.350 align:middle line:90%
Yeah.

00:24:25.350 --> 00:24:28.470 align:middle line:84%
It just gets rolled into
the number at some point.

00:24:28.470 --> 00:24:31.670 align:middle line:90%
But there's no good or bad.

00:24:31.670 --> 00:24:37.950 align:middle line:84%
So how do we do
this historically?

00:24:37.950 --> 00:24:40.070 align:middle line:84%
This is important
because you might,

00:24:40.070 --> 00:24:41.910 align:middle line:84%
we will look at
this class, we will

00:24:41.910 --> 00:24:45.890 align:middle line:84%
look at historical
nuclear reactor projects.

00:24:45.890 --> 00:24:50.750 align:middle line:84%
And we will try to
understand what they cost.

00:24:50.750 --> 00:24:53.550 align:middle line:84%
And we'll need to adjust
the time basis of the money.

00:24:53.550 --> 00:24:54.730 align:middle line:90%
So how do we do that?

00:24:54.730 --> 00:24:58.070 align:middle line:84%
So if you're looking backwards,
we use these indices-- producer

00:24:58.070 --> 00:24:59.950 align:middle line:84%
price index,
consumer price index,

00:24:59.950 --> 00:25:02.310 align:middle line:84%
and something called
the GDP inflator.

00:25:02.310 --> 00:25:06.350 align:middle line:84%
And so let me just explain
what these are very briefly.

00:25:06.350 --> 00:25:09.910 align:middle line:84%
CPI is what is normally
reported in the news.

00:25:09.910 --> 00:25:12.150 align:middle line:84%
This is a basket of
goods, of everyday goods

00:25:12.150 --> 00:25:14.950 align:middle line:90%
that typical consumers purchase.

00:25:14.950 --> 00:25:17.830 align:middle line:84%
It's milk and eggs, and housing,
and gasoline for your car,

00:25:17.830 --> 00:25:19.670 align:middle line:90%
and things like this.

00:25:19.670 --> 00:25:23.700 align:middle line:84%
And this is an attempt to
measure how much inflation

00:25:23.700 --> 00:25:27.020 align:middle line:84%
is going on, because inflation
is not like something we

00:25:27.020 --> 00:25:29.580 align:middle line:90%
can directly measure.

00:25:29.580 --> 00:25:32.140 align:middle line:84%
It's this diffuse effect
on all these prices.

00:25:32.140 --> 00:25:34.540 align:middle line:84%
So we have this
basket of goods to try

00:25:34.540 --> 00:25:37.300 align:middle line:84%
to figure out what the inflation
is for you as a person.

00:25:37.300 --> 00:25:40.540 align:middle line:84%
But it turns out that is not
the inflation for someone

00:25:40.540 --> 00:25:42.380 align:middle line:90%
who's building a power plant.

00:25:42.380 --> 00:25:44.940 align:middle line:84%
Because they don't care
about the price of eggs.

00:25:44.940 --> 00:25:47.340 align:middle line:84%
They care about the
price of concrete.

00:25:47.340 --> 00:25:52.100 align:middle line:84%
And other market forces are
shaping the price of concrete.

00:25:52.100 --> 00:25:55.460 align:middle line:84%
So there's actually
different inflation levels

00:25:55.460 --> 00:25:57.380 align:middle line:90%
for each activity.

00:25:57.380 --> 00:26:00.900 align:middle line:84%
And so the producer
price index is an attempt

00:26:00.900 --> 00:26:05.500 align:middle line:84%
to measure the inflation
to make goods, if you will.

00:26:05.500 --> 00:26:08.680 align:middle line:84%
It's the cost of labor, and
machinery, and basic inputs,

00:26:08.680 --> 00:26:09.680 align:middle line:90%
steel, things like that.

00:26:09.680 --> 00:26:12.860 align:middle line:90%
It's another basket of goods.

00:26:12.860 --> 00:26:16.060 align:middle line:84%
And, in fact, there's
tables of producer price

00:26:16.060 --> 00:26:20.600 align:middle line:84%
indices for all kinds of
specific economic activities.

00:26:20.600 --> 00:26:21.780 align:middle line:90%
And you can go look them up.

00:26:21.780 --> 00:26:25.360 align:middle line:84%
Unfortunately, there is no
index for building power plants,

00:26:25.360 --> 00:26:29.920 align:middle line:84%
not one that is maintained by
the Bureau of Labor statistics

00:26:29.920 --> 00:26:33.360 align:middle line:90%
or anything for our benefit.

00:26:33.360 --> 00:26:38.280 align:middle line:84%
Sometimes you don't
have a good index,

00:26:38.280 --> 00:26:41.340 align:middle line:84%
either because none
of these really fit,

00:26:41.340 --> 00:26:43.640 align:middle line:84%
which is actually really
the case for nuclear.

00:26:43.640 --> 00:26:46.120 align:middle line:84%
Or you're working
in another country.

00:26:46.120 --> 00:26:49.200 align:middle line:84%
And when you're doing
that, they may not

00:26:49.200 --> 00:26:51.360 align:middle line:84%
have statistical
agencies that track

00:26:51.360 --> 00:26:54.560 align:middle line:90%
all of these index baskets.

00:26:54.560 --> 00:26:58.600 align:middle line:84%
So one thing you can use
is called the GDP inflator.

00:26:58.600 --> 00:27:00.560 align:middle line:84%
It's slightly different
than GDP index,

00:27:00.560 --> 00:27:03.560 align:middle line:84%
is just to say what is
the growth rate of GDP

00:27:03.560 --> 00:27:05.100 align:middle line:90%
index to some year.

00:27:05.100 --> 00:27:06.860 align:middle line:84%
So they set a
certain year to 100.

00:27:06.860 --> 00:27:09.240 align:middle line:84%
And so don't get confused
with the GDP index.

00:27:09.240 --> 00:27:13.160 align:middle line:84%
But the GDP inflator
is a measure

00:27:13.160 --> 00:27:18.560 align:middle line:84%
of the growth rate
of the GDP as a way

00:27:18.560 --> 00:27:24.190 align:middle line:84%
to try to understand what's
going on with inflation.

00:27:24.190 --> 00:27:27.058 align:middle line:84%
So the basic lesson is if you're
going backwards looking in time,

00:27:27.058 --> 00:27:27.850 align:middle line:90%
you have real data.

00:27:27.850 --> 00:27:29.830 align:middle line:84%
You can use real data
to do your guesses.

00:27:29.830 --> 00:27:31.510 align:middle line:84%
If you're going
forward in time, you

00:27:31.510 --> 00:27:34.052 align:middle line:84%
don't have real data, because
you're dealing with the future.

00:27:34.052 --> 00:27:37.510 align:middle line:84%
So just you just forecast it
using some historically average

00:27:37.510 --> 00:27:38.510 align:middle line:90%
number.

00:27:38.510 --> 00:27:41.550 align:middle line:84%
So generally, we say
about 2% to 3% per year

00:27:41.550 --> 00:27:42.730 align:middle line:90%
under ideal conditions.

00:27:42.730 --> 00:27:44.870 align:middle line:84%
But it's actually a
little bit higher now.

00:27:44.870 --> 00:27:46.250 align:middle line:84%
And it's been
higher for a while.

00:27:46.250 --> 00:27:50.550 align:middle line:84%
And especially for
producer stuff.

00:27:50.550 --> 00:27:53.110 align:middle line:84%
Cost of steel, cost
of concrete has really

00:27:53.110 --> 00:27:57.450 align:middle line:84%
been going up in recent years,
cost of wood especially.

00:27:57.450 --> 00:28:00.363 align:middle line:90%


00:28:00.363 --> 00:28:03.630 align:middle line:84%
So you look around and
come up with a number

00:28:03.630 --> 00:28:04.970 align:middle line:90%
and you just forecast.

00:28:04.970 --> 00:28:08.110 align:middle line:90%


00:28:08.110 --> 00:28:09.030 align:middle line:90%
All right.

00:28:09.030 --> 00:28:12.190 align:middle line:84%
What about the interest
rate on the loan?

00:28:12.190 --> 00:28:16.430 align:middle line:84%
Well you could look up
historical capital bond return

00:28:16.430 --> 00:28:18.140 align:middle line:84%
rates and things
like that to try

00:28:18.140 --> 00:28:20.420 align:middle line:90%
to measure the capital markets.

00:28:20.420 --> 00:28:25.580 align:middle line:84%
Generally, if you don't know
the quick back-of-the-envelope

00:28:25.580 --> 00:28:28.040 align:middle line:84%
calculation is you take the
30-year Treasury bond rate,

00:28:28.040 --> 00:28:30.380 align:middle line:84%
which is the so-called
risk-free rate.

00:28:30.380 --> 00:28:35.100 align:middle line:84%
This is the rate at which
essentially it's not--

00:28:35.100 --> 00:28:36.600 align:middle line:84%
the 30-year is not
exactly the same.

00:28:36.600 --> 00:28:38.100 align:middle line:84%
But it's basically
the rate at which

00:28:38.100 --> 00:28:41.820 align:middle line:84%
banks borrow money from
the federal government,

00:28:41.820 --> 00:28:45.080 align:middle line:90%
and then add 5% risk factor.

00:28:45.080 --> 00:28:47.200 align:middle line:84%
So this is kind of a quick
back of the envelope.

00:28:47.200 --> 00:28:51.220 align:middle line:84%
Historically, people
called it about 10%.

00:28:51.220 --> 00:28:55.980 align:middle line:84%
In this class, I'm going to
argue that finance has actually

00:28:55.980 --> 00:28:59.660 align:middle line:84%
gotten such that we can do
it for about 8% right now.

00:28:59.660 --> 00:29:03.580 align:middle line:84%
Typically, over
the past 20 years,

00:29:03.580 --> 00:29:08.940 align:middle line:84%
average cost of money to a
utility company is about 7.7%.

00:29:08.940 --> 00:29:10.898 align:middle line:84%
But money's gotten a
little bit more expensive.

00:29:10.898 --> 00:29:13.190 align:middle line:84%
Borrowing money has gotten
a little bit more expensive.

00:29:13.190 --> 00:29:14.560 align:middle line:90%
So let's say 8% right now.

00:29:14.560 --> 00:29:22.410 align:middle line:90%


00:29:22.410 --> 00:29:23.810 align:middle line:90%
Bottom line, you don't need to--

00:29:23.810 --> 00:29:26.133 align:middle line:84%
I'll put these
again on the slide.

00:29:26.133 --> 00:29:27.550 align:middle line:84%
It's a little bit
tricky sometimes

00:29:27.550 --> 00:29:30.330 align:middle line:84%
if you're combining rates
and combining periodic rates,

00:29:30.330 --> 00:29:31.810 align:middle line:90%
you can't just add them.

00:29:31.810 --> 00:29:35.017 align:middle line:84%
So as things are compounded,
let's say monthly,

00:29:35.017 --> 00:29:36.350 align:middle line:90%
we can't just add them together.

00:29:36.350 --> 00:29:37.650 align:middle line:90%
You have to use this equation.

00:29:37.650 --> 00:29:39.108 align:middle line:84%
If you're using a
force of interest

00:29:39.108 --> 00:29:42.250 align:middle line:84%
or just continuous compounding,
you can just add them together.

00:29:42.250 --> 00:29:48.882 align:middle line:84%
So just you may
not remember this.

00:29:48.882 --> 00:29:51.330 align:middle line:90%
OK.

00:29:51.330 --> 00:29:51.910 align:middle line:90%
All right.

00:29:51.910 --> 00:29:54.430 align:middle line:90%
So I already talked about loans.

00:29:54.430 --> 00:29:57.350 align:middle line:84%
I mentioned that they
are in nominal dollars,

00:29:57.350 --> 00:30:01.330 align:middle line:84%
that the inflation
rate is baked in.

00:30:01.330 --> 00:30:03.650 align:middle line:84%
And just don't forget
to watch your signs,

00:30:03.650 --> 00:30:06.530 align:middle line:84%
to make sure that everything is
going in the right direction.

00:30:06.530 --> 00:30:09.030 align:middle line:84%
So earlier, we had a
question about deflation.

00:30:09.030 --> 00:30:13.690 align:middle line:84%
And I just want to address
that a little bit more.

00:30:13.690 --> 00:30:18.038 align:middle line:84%
So here is the United States'
inflation rate going back--

00:30:18.038 --> 00:30:18.580 align:middle line:90%
I don't know.

00:30:18.580 --> 00:30:19.820 align:middle line:90%
This is 1950.

00:30:19.820 --> 00:30:24.560 align:middle line:84%
So this is probably
1930, is probably

00:30:24.560 --> 00:30:29.520 align:middle line:84%
the Great Depression, huge
inflation then deflation.

00:30:29.520 --> 00:30:33.020 align:middle line:84%
We've had periods where
15%, 20% inflation.

00:30:33.020 --> 00:30:38.080 align:middle line:84%
That means the next year your
money is worth 15% or 20% less

00:30:38.080 --> 00:30:41.880 align:middle line:84%
than it is today, a
really bad situation.

00:30:41.880 --> 00:30:45.080 align:middle line:84%
And we've gotten better
at doing economic policy

00:30:45.080 --> 00:30:48.000 align:middle line:84%
or monetary policy
in this country

00:30:48.000 --> 00:30:50.160 align:middle line:84%
and gotten ourselves to
basically this period

00:30:50.160 --> 00:30:56.000 align:middle line:84%
of stability where it was in
this 2% to 5% region here.

00:30:56.000 --> 00:30:58.400 align:middle line:84%
We saw a lot of inflation
right after COVID.

00:30:58.400 --> 00:31:00.940 align:middle line:84%
And we're trying to
bring that back down.

00:31:00.940 --> 00:31:03.000 align:middle line:90%
Hopefully, we can do that.

00:31:03.000 --> 00:31:07.840 align:middle line:84%
But just to give you a sense
of the situation in the US,

00:31:07.840 --> 00:31:11.320 align:middle line:90%
here's the situation in Iran.

00:31:11.320 --> 00:31:12.440 align:middle line:90%
Look at these numbers.

00:31:12.440 --> 00:31:16.560 align:middle line:90%
The low is 4.9.

00:31:16.560 --> 00:31:20.420 align:middle line:84%
It goes all the way up
to 49%, highly variable

00:31:20.420 --> 00:31:23.620 align:middle line:90%
even in recent years.

00:31:23.620 --> 00:31:24.960 align:middle line:90%
What's going on here?

00:31:24.960 --> 00:31:28.020 align:middle line:90%


00:31:28.020 --> 00:31:34.140 align:middle line:84%
Part of it is they're not
as good at monetary policy.

00:31:34.140 --> 00:31:35.660 align:middle line:84%
But a lot of this
stuff is driven

00:31:35.660 --> 00:31:40.500 align:middle line:84%
by over-dependence on
oil prices as a source

00:31:40.500 --> 00:31:41.840 align:middle line:90%
of income for the country.

00:31:41.840 --> 00:31:45.500 align:middle line:84%
So there's big shifts in
the availability of money,

00:31:45.500 --> 00:31:47.500 align:middle line:84%
as well as things
like sanctions,

00:31:47.500 --> 00:31:49.540 align:middle line:84%
and other kinds of
economic pressures

00:31:49.540 --> 00:31:53.500 align:middle line:84%
that limit the ability of
Iran to engage in trade.

00:31:53.500 --> 00:31:56.020 align:middle line:84%
And so they have
these wild swings.

00:31:56.020 --> 00:31:58.580 align:middle line:90%
So here's the problem.

00:31:58.580 --> 00:32:01.660 align:middle line:84%
You want to build a nuclear
power plant in Iran,

00:32:01.660 --> 00:32:05.300 align:middle line:84%
and you're going to
borrow $1 billion.

00:32:05.300 --> 00:32:07.860 align:middle line:84%
And then like the
next year, that money

00:32:07.860 --> 00:32:11.540 align:middle line:84%
is worth basically
half of what it was.

00:32:11.540 --> 00:32:13.210 align:middle line:90%
What are you going to go?

00:32:13.210 --> 00:32:14.710 align:middle line:84%
What is the loan
going to look like?

00:32:14.710 --> 00:32:16.793 align:middle line:84%
What's the interest rate
on that loan going to be?

00:32:16.793 --> 00:32:19.610 align:middle line:90%
Is it going to be 45%?

00:32:19.610 --> 00:32:23.410 align:middle line:84%
You can't possibly pay
back a 45% loan, right?

00:32:23.410 --> 00:32:28.250 align:middle line:90%
So how do they get around this?

00:32:28.250 --> 00:32:32.070 align:middle line:84%
One of the things they do
is for major civil projects,

00:32:32.070 --> 00:32:35.090 align:middle line:84%
they try to have
these countries who

00:32:35.090 --> 00:32:39.850 align:middle line:84%
have unstable economies try
to basically trade in dollars.

00:32:39.850 --> 00:32:44.250 align:middle line:84%
They try to buy power plants
in dollars as much as possible.

00:32:44.250 --> 00:32:46.770 align:middle line:84%
It's the case that not
everything can be done that way,

00:32:46.770 --> 00:32:49.010 align:middle line:84%
because ultimately
there are local workers,

00:32:49.010 --> 00:32:53.010 align:middle line:84%
and local concrete companies,
and so on that have to operate.

00:32:53.010 --> 00:32:54.970 align:middle line:90%
So there is some exposure.

00:32:54.970 --> 00:32:59.450 align:middle line:84%
But to the greatest extent
possible, what they try to do

00:32:59.450 --> 00:33:02.870 align:middle line:84%
is they try to stabilize pricing
by taking loans in dollars,

00:33:02.870 --> 00:33:04.930 align:middle line:84%
paying them back in
dollars, buying things

00:33:04.930 --> 00:33:06.670 align:middle line:90%
from other countries in dollars.

00:33:06.670 --> 00:33:09.330 align:middle line:84%
And this is why the dollar
is the universal currency,

00:33:09.330 --> 00:33:12.960 align:middle line:84%
and this is why people
worry about things

00:33:12.960 --> 00:33:16.120 align:middle line:84%
that would destabilize the
dollar, like having way too

00:33:16.120 --> 00:33:22.040 align:middle line:84%
much debt that we can no
longer service and make

00:33:22.040 --> 00:33:24.760 align:middle line:84%
our payments on, which
would cause us to default

00:33:24.760 --> 00:33:27.520 align:middle line:84%
on US Treasury bonds,
which would then

00:33:27.520 --> 00:33:31.120 align:middle line:84%
cause the trustworthiness
of the dollar to go down.

00:33:31.120 --> 00:33:33.400 align:middle line:84%
So this is just
giving you a picture,

00:33:33.400 --> 00:33:37.040 align:middle line:84%
a global macroeconomic picture,
about why stable currencies are

00:33:37.040 --> 00:33:39.720 align:middle line:84%
important and also
important to getting

00:33:39.720 --> 00:33:44.680 align:middle line:84%
things done, like building
nuclear power plants.

00:33:44.680 --> 00:33:51.360 align:middle line:84%
OK, so this is high school
or elementary school.

00:33:51.360 --> 00:33:54.280 align:middle line:84%
You all remember that
equation for calculating

00:33:54.280 --> 00:33:58.040 align:middle line:84%
the effect of compounded
interest, where

00:33:58.040 --> 00:34:01.680 align:middle line:84%
n is the number of periods
and the interest rate

00:34:01.680 --> 00:34:04.680 align:middle line:90%
is specified as per period.

00:34:04.680 --> 00:34:08.040 align:middle line:84%
And then we learned about
continuous compounding.

00:34:08.040 --> 00:34:13.350 align:middle line:84%
And if you can't remember
this just, remember "Pert."

00:34:13.350 --> 00:34:15.409 align:middle line:84%
principal times
approximate rate.

00:34:15.409 --> 00:34:17.750 align:middle line:84%
Technically, it's the
integral of the rate over time

00:34:17.750 --> 00:34:19.130 align:middle line:90%
and you integrate over it.

00:34:19.130 --> 00:34:23.190 align:middle line:84%
But if we're doing forecasting
it will be just a fixed rate.

00:34:23.190 --> 00:34:25.949 align:middle line:90%
And this has a special term.

00:34:25.949 --> 00:34:29.570 align:middle line:84%
This r is distinct from this
R. This is the interest rate.

00:34:29.570 --> 00:34:33.469 align:middle line:84%
This is the so-called
force of interest,

00:34:33.469 --> 00:34:36.030 align:middle line:84%
though everyone just calls
it the interest rate.

00:34:36.030 --> 00:34:39.170 align:middle line:90%
So that's the [INAUDIBLE].

00:34:39.170 --> 00:34:44.989 align:middle line:90%


00:34:44.989 --> 00:34:47.449 align:middle line:84%
So again, I'll put
these up on the slide.

00:34:47.449 --> 00:34:48.949 align:middle line:84%
This is just to
remind you that when

00:34:48.949 --> 00:34:52.110 align:middle line:84%
you're doing some
calculations, you

00:34:52.110 --> 00:34:55.630 align:middle line:84%
have to be sometimes a little
careful on how you find

00:34:55.630 --> 00:34:56.570 align:middle line:90%
equivalent rates.

00:34:56.570 --> 00:35:00.753 align:middle line:84%
So if someone gives
you a loan, let's say,

00:35:00.753 --> 00:35:02.170 align:middle line:84%
certain amount
compounded monthly,

00:35:02.170 --> 00:35:04.170 align:middle line:84%
and you want to know the
effective annual rate,

00:35:04.170 --> 00:35:07.500 align:middle line:90%
you have to solve the equation.

00:35:07.500 --> 00:35:09.740 align:middle line:84%
You say, OK, it's
a 5% monthly rate

00:35:09.740 --> 00:35:12.700 align:middle line:84%
of 12 months is equal
to what rate for one

00:35:12.700 --> 00:35:15.660 align:middle line:84%
year, and solve this
equation to get the answer.

00:35:15.660 --> 00:35:19.240 align:middle line:90%
You can't just divide numbers.

00:35:19.240 --> 00:35:22.820 align:middle line:90%


00:35:22.820 --> 00:35:26.260 align:middle line:84%
That vibrating screen
drives me nuts.

00:35:26.260 --> 00:35:26.760 align:middle line:90%
All right.

00:35:26.760 --> 00:35:30.500 align:middle line:90%
I think that's good enough.

00:35:30.500 --> 00:35:33.320 align:middle line:84%
OK, so the other
thing we have to do,

00:35:33.320 --> 00:35:36.220 align:middle line:84%
so that is just a rapid reminder
about the interest rates

00:35:36.220 --> 00:35:38.868 align:middle line:84%
and where they
come from and what

00:35:38.868 --> 00:35:40.160 align:middle line:90%
is really going on behind them.

00:35:40.160 --> 00:35:41.827 align:middle line:84%
The other thing that
we're going to need

00:35:41.827 --> 00:35:43.340 align:middle line:84%
to have at the
tip of our fingers

00:35:43.340 --> 00:35:46.740 align:middle line:84%
are solutions to
these infinite series.

00:35:46.740 --> 00:35:52.500 align:middle line:90%
So how can I do this?

00:35:52.500 --> 00:35:54.780 align:middle line:90%
I didn't bring a laser.

00:35:54.780 --> 00:35:59.700 align:middle line:84%
The top line is
for a single period

00:35:59.700 --> 00:36:03.260 align:middle line:84%
to convert from a future
value to a current value,

00:36:03.260 --> 00:36:05.140 align:middle line:90%
or vice versa.

00:36:05.140 --> 00:36:08.010 align:middle line:84%
But then sometimes we'll
have these situations

00:36:08.010 --> 00:36:10.430 align:middle line:84%
where we'll have a lot
of payments being made,

00:36:10.430 --> 00:36:13.970 align:middle line:84%
and we want to know what
the value is at the end.

00:36:13.970 --> 00:36:17.410 align:middle line:84%
Or we spend a certain
amount of money,

00:36:17.410 --> 00:36:19.410 align:middle line:84%
and then we need to
know how much money we

00:36:19.410 --> 00:36:23.450 align:middle line:84%
have to get back on a
certain periodic basis

00:36:23.450 --> 00:36:25.530 align:middle line:90%
to pay off that loan.

00:36:25.530 --> 00:36:28.350 align:middle line:84%
And so there's a continuous
compounding equation.

00:36:28.350 --> 00:36:31.330 align:middle line:84%
And there's a periodic
compounding equation

00:36:31.330 --> 00:36:32.730 align:middle line:90%
for all of these things.

00:36:32.730 --> 00:36:36.650 align:middle line:84%
And then there's
some fancy ones here.

00:36:36.650 --> 00:36:40.130 align:middle line:84%
These come in
useful, surprisingly,

00:36:40.130 --> 00:36:43.865 align:middle line:84%
if you work on
predicting the value.

00:36:43.865 --> 00:36:45.490 align:middle line:84%
If you're doing any
kind of calculation

00:36:45.490 --> 00:36:48.810 align:middle line:84%
about the value of some kind
of power plant or so on,

00:36:48.810 --> 00:36:50.490 align:middle line:84%
you'll probably wind
up wanting to have

00:36:50.490 --> 00:36:51.870 align:middle line:90%
these equations somewhere.

00:36:51.870 --> 00:36:56.670 align:middle line:84%
So just stash these away in your
files in case you need them.

00:36:56.670 --> 00:36:59.530 align:middle line:84%
We'll use them a
little bit later today.

00:36:59.530 --> 00:37:00.110 align:middle line:90%
OK.

00:37:00.110 --> 00:37:03.570 align:middle line:90%


00:37:03.570 --> 00:37:08.990 align:middle line:84%
So any questions
on interest rates?

00:37:08.990 --> 00:37:10.810 align:middle line:84%
Blah, blah, blah,
all that early stuff?

00:37:10.810 --> 00:37:11.870 align:middle line:90%
OK, good.

00:37:11.870 --> 00:37:17.870 align:middle line:84%
So now, we want to calculate
using this quick review.

00:37:17.870 --> 00:37:21.150 align:middle line:84%
We want to calculate
the cost of electricity

00:37:21.150 --> 00:37:24.630 align:middle line:84%
from different kinds of
power plants, nuclear plants

00:37:24.630 --> 00:37:28.550 align:middle line:84%
and non-nuclear plants,
to see how they stack up.

00:37:28.550 --> 00:37:31.990 align:middle line:84%
And it turns out that
it can be surprisingly

00:37:31.990 --> 00:37:34.990 align:middle line:84%
difficult to get
this number right,

00:37:34.990 --> 00:37:38.630 align:middle line:84%
especially if you
are forecasting.

00:37:38.630 --> 00:37:40.510 align:middle line:84%
It's easy to get
it right if you're

00:37:40.510 --> 00:37:44.150 align:middle line:84%
looking at historical
data, well, kind of easy

00:37:44.150 --> 00:37:45.710 align:middle line:90%
to get it right.

00:37:45.710 --> 00:37:51.030 align:middle line:84%
But if you're looking forward,
it's easy to make mistakes.

00:37:51.030 --> 00:37:56.030 align:middle line:84%
So let me just
show you this plot.

00:37:56.030 --> 00:37:59.670 align:middle line:84%
This is from the Nuclear
Energy Institute.

00:37:59.670 --> 00:38:01.490 align:middle line:90%
Who can tell me who NEI is?

00:38:01.490 --> 00:38:05.140 align:middle line:90%


00:38:05.140 --> 00:38:06.020 align:middle line:90%
OK?

00:38:06.020 --> 00:38:08.780 align:middle line:84%
AUDIENCE: Pro-nuclear, quasi
like [INAUDIBLE] group,

00:38:08.780 --> 00:38:12.103 align:middle line:84%
in parallel of Greenpeace,
that's like super pro nuclear.

00:38:12.103 --> 00:38:14.020 align:middle line:84%
PROFESSOR: Yeah, they're
an industry advocacy.

00:38:14.020 --> 00:38:17.220 align:middle line:84%
They're a nonprofit industry
advocacy that goes to Congress

00:38:17.220 --> 00:38:21.740 align:middle line:84%
and says please make bills that
are favorable towards nuclear.

00:38:21.740 --> 00:38:25.500 align:middle line:84%
Every industry has such
a lobbying organization.

00:38:25.500 --> 00:38:28.220 align:middle line:84%
So when you see data from
NEI, you immediately go,

00:38:28.220 --> 00:38:31.960 align:middle line:84%
OK, this is the lobbying,
pro-nuclear lobbying.

00:38:31.960 --> 00:38:36.100 align:middle line:84%
So we have a grain
of salt. And here

00:38:36.100 --> 00:38:39.060 align:middle line:84%
they have the US
electricity production cost,

00:38:39.060 --> 00:38:45.440 align:middle line:84%
and they have oil and gas, and
they have coal here in yellow.

00:38:45.440 --> 00:38:47.980 align:middle line:84%
And then they have
nuclear here in red.

00:38:47.980 --> 00:38:52.220 align:middle line:84%
And it's the cheapest
form of electricity.

00:38:52.220 --> 00:38:54.240 align:middle line:90%
Is this plot correct?

00:38:54.240 --> 00:38:57.100 align:middle line:90%


00:38:57.100 --> 00:38:58.340 align:middle line:90%
Yeah?

00:38:58.340 --> 00:39:00.820 align:middle line:84%
AUDIENCE: It's measuring
production cost.

00:39:00.820 --> 00:39:03.390 align:middle line:84%
PROFESSOR: Ah, what is
the production cost?

00:39:03.390 --> 00:39:04.830 align:middle line:84%
AUDIENCE: So in
the case of coal,

00:39:04.830 --> 00:39:09.103 align:middle line:84%
gas, no, gas and oil,
it's the fuel that's used.

00:39:09.103 --> 00:39:09.770 align:middle line:90%
PROFESSOR: Yeah.

00:39:09.770 --> 00:39:12.178 align:middle line:84%
AUDIENCE: And the fuel,
the price can be volatile.

00:39:12.178 --> 00:39:13.970 align:middle line:84%
PROFESSOR: Well yeah,
and that's especially

00:39:13.970 --> 00:39:15.830 align:middle line:84%
why the gas price goes
up and down a lot.

00:39:15.830 --> 00:39:16.970 align:middle line:90%
Yeah.

00:39:16.970 --> 00:39:17.470 align:middle line:90%
Yeah.

00:39:17.470 --> 00:39:19.650 align:middle line:84%
So this is the
marginal cost of making

00:39:19.650 --> 00:39:22.490 align:middle line:84%
the next unit of electricity
and ignores all the cost

00:39:22.490 --> 00:39:24.090 align:middle line:90%
of building the power plant.

00:39:24.090 --> 00:39:25.690 align:middle line:90%
That's what this is.

00:39:25.690 --> 00:39:32.070 align:middle line:84%
And so there are many, many
things that you have to pay for.

00:39:32.070 --> 00:39:34.050 align:middle line:84%
And the fuel is
only one of them.

00:39:34.050 --> 00:39:37.190 align:middle line:84%
And they have these
different categories,

00:39:37.190 --> 00:39:40.890 align:middle line:84%
which I will mention
[INAUDIBLE]-- capital,

00:39:40.890 --> 00:39:44.770 align:middle line:84%
a variable O&M,
fixed O&M, and so on.

00:39:44.770 --> 00:39:48.690 align:middle line:84%
So all of these things in
principle have to be rolled in.

00:39:48.690 --> 00:39:53.330 align:middle line:84%
But basically what we do is
for the purposes of modeling,

00:39:53.330 --> 00:39:55.650 align:middle line:84%
we can take all of these
and we can lump them up

00:39:55.650 --> 00:39:59.960 align:middle line:84%
into a few categories
depending on how they behave.

00:39:59.960 --> 00:40:03.880 align:middle line:90%
And so here's our lumped model.

00:40:03.880 --> 00:40:08.640 align:middle line:84%
We have capital cost,
fixed O&M, and variable.

00:40:08.640 --> 00:40:11.440 align:middle line:84%
Usually these are
specified per unit

00:40:11.440 --> 00:40:15.560 align:middle line:90%
of energy-generating capacity.

00:40:15.560 --> 00:40:18.240 align:middle line:84%
So a kilowatt of capacity,
whether or not you

00:40:18.240 --> 00:40:21.760 align:middle line:84%
actually generate a kilowatt
of electricity or not,

00:40:21.760 --> 00:40:23.520 align:middle line:90%
you're buying capacity.

00:40:23.520 --> 00:40:27.740 align:middle line:84%
And then this is also fixed
O&M, is what is fixed O&M?

00:40:27.740 --> 00:40:32.180 align:middle line:84%
This is paying your
employees to come to work,

00:40:32.180 --> 00:40:34.280 align:middle line:90%
paying health-care costs.

00:40:34.280 --> 00:40:36.920 align:middle line:84%
These are ongoing costs
involved with running

00:40:36.920 --> 00:40:42.560 align:middle line:84%
the plant that you can't just
not pay, insurance for example.

00:40:42.560 --> 00:40:49.080 align:middle line:84%
And this will typically also be
priced per kilowatt of capacity.

00:40:49.080 --> 00:40:52.040 align:middle line:84%
And then we have
variable costs, which

00:40:52.040 --> 00:40:55.800 align:middle line:90%
are per-unit energy produced.

00:40:55.800 --> 00:41:02.630 align:middle line:84%
So this would be per kilowatt,
per kilowatt, per kilowatt hour.

00:41:02.630 --> 00:41:08.918 align:middle line:84%
And typically these are fuel
cost and some maintenance costs.

00:41:08.918 --> 00:41:10.210 align:middle line:90%
Some maintenance costs go here.

00:41:10.210 --> 00:41:12.230 align:middle line:90%
Some maintenance costs go here.

00:41:12.230 --> 00:41:16.790 align:middle line:84%
And the key thing
is that they give us

00:41:16.790 --> 00:41:20.150 align:middle line:84%
this line equation, the
total cost of producing

00:41:20.150 --> 00:41:23.750 align:middle line:84%
q units of electricity is
the variable times the amount

00:41:23.750 --> 00:41:26.930 align:middle line:84%
of electricity we make,
plus these fixed costs--

00:41:26.930 --> 00:41:32.670 align:middle line:84%
capital, fixed capital
charge, and fixed O&M costs.

00:41:32.670 --> 00:41:35.390 align:middle line:84%
And so what we have
is actually a family

00:41:35.390 --> 00:41:38.010 align:middle line:84%
of lines for all
the technologies.

00:41:38.010 --> 00:41:40.950 align:middle line:84%
And we will draw
that family of lines

00:41:40.950 --> 00:41:45.470 align:middle line:84%
and explore how they interact
maybe by the end of class

00:41:45.470 --> 00:41:48.750 align:middle line:90%
today, maybe next class.

00:41:48.750 --> 00:41:51.310 align:middle line:84%
But the first
thing we need to do

00:41:51.310 --> 00:41:55.630 align:middle line:84%
is get this number
right, the capital cost.

00:41:55.630 --> 00:41:59.220 align:middle line:90%
All right, so let's do this.

00:41:59.220 --> 00:42:00.860 align:middle line:90%
Let's see.

00:42:00.860 --> 00:42:01.360 align:middle line:90%
All right.

00:42:01.360 --> 00:42:03.740 align:middle line:90%
So you want to find some data--

00:42:03.740 --> 00:42:04.660 align:middle line:90%
OK.

00:42:04.660 --> 00:42:06.600 align:middle line:84%
We'll do the
calculation in a moment.

00:42:06.600 --> 00:42:10.940 align:middle line:84%
But mostly you want
to look up these data.

00:42:10.940 --> 00:42:14.140 align:middle line:90%
So where do you look it up?

00:42:14.140 --> 00:42:18.180 align:middle line:84%
So in the United States, the
best place to look up this data

00:42:18.180 --> 00:42:21.100 align:middle line:84%
is the Energy Information
Administration.

00:42:21.100 --> 00:42:26.100 align:middle line:90%
EIA is a statistical agency.

00:42:26.100 --> 00:42:29.180 align:middle line:84%
We have a lot of statistical
agencies like the Census,

00:42:29.180 --> 00:42:32.080 align:middle line:84%
and the Bureau of Labor
Statistics, and so on.

00:42:32.080 --> 00:42:34.400 align:middle line:84%
So they employ hundreds
of statisticians.

00:42:34.400 --> 00:42:38.620 align:middle line:84%
About 300 people work at EIA,
although Doge laid off about 100

00:42:38.620 --> 00:42:40.700 align:middle line:90%
of them.

00:42:40.700 --> 00:42:46.100 align:middle line:84%
And their job is to figure out
the true cost of building power

00:42:46.100 --> 00:42:47.940 align:middle line:90%
plants in the United States.

00:42:47.940 --> 00:42:51.740 align:middle line:84%
And in fact, they are
authorized under law,

00:42:51.740 --> 00:42:56.240 align:middle line:84%
under the Federal Energy
Administration act of 1974,

00:42:56.240 --> 00:43:01.760 align:middle line:84%
to send surveys to utilities,
and those utility companies

00:43:01.760 --> 00:43:05.440 align:middle line:84%
are required under law to
complete these surveys, called

00:43:05.440 --> 00:43:10.000 align:middle line:84%
form 860 and form 903, reporting
on how much money they spend

00:43:10.000 --> 00:43:12.080 align:middle line:84%
on maintaining
their power plants

00:43:12.080 --> 00:43:14.040 align:middle line:90%
and building new power plants.

00:43:14.040 --> 00:43:17.660 align:middle line:84%
And then the EIA also looks at
other sources of information,

00:43:17.660 --> 00:43:22.360 align:middle line:84%
like annual reports of
different utility companies.

00:43:22.360 --> 00:43:24.440 align:middle line:84%
And it aggregates
all this data to get

00:43:24.440 --> 00:43:28.120 align:middle line:84%
you good statistics on
actually what's going on,

00:43:28.120 --> 00:43:30.280 align:middle line:90%
and use that to make policy.

00:43:30.280 --> 00:43:35.080 align:middle line:90%
And so EIA is phenomenal.

00:43:35.080 --> 00:43:39.993 align:middle line:84%
It really is the
best source of data.

00:43:39.993 --> 00:43:42.660 align:middle line:84%
Generally, there are a couple of
other sources that you can use.

00:43:42.660 --> 00:43:44.520 align:middle line:84%
Lazard is a private
company that has

00:43:44.520 --> 00:43:48.943 align:middle line:84%
made a business of trying to
generate these statistics.

00:43:48.943 --> 00:43:50.860 align:middle line:84%
And then if you're working
in other countries,

00:43:50.860 --> 00:43:53.500 align:middle line:84%
there may be other government
accounting and audit offices.

00:43:53.500 --> 00:44:02.830 align:middle line:84%
For example, in France, it's
the Court of [NON-ENGLISH].

00:44:02.830 --> 00:44:05.230 align:middle line:84%
I don't actually know
what it stands for.

00:44:05.230 --> 00:44:06.910 align:middle line:90%
Does anyone know?

00:44:06.910 --> 00:44:09.330 align:middle line:90%
There's basically a court.

00:44:09.330 --> 00:44:11.118 align:middle line:84%
AUDIENCE: It's a
court of auditors.

00:44:11.118 --> 00:44:12.910 align:middle line:84%
PROFESSOR: Maybe it's
the court of auditor.

00:44:12.910 --> 00:44:14.270 align:middle line:90%
I thought it was CRMTES.

00:44:14.270 --> 00:44:16.590 align:middle line:84%
Yes, but there's a
court that basically

00:44:16.590 --> 00:44:20.773 align:middle line:84%
issues these statements and they
have a very unusual methodology.

00:44:20.773 --> 00:44:22.190 align:middle line:84%
So if you use their
data, you have

00:44:22.190 --> 00:44:24.910 align:middle line:90%
to understand their methodology.

00:44:24.910 --> 00:44:28.110 align:middle line:84%
There are others, like
India has public auditing

00:44:28.110 --> 00:44:31.190 align:middle line:84%
offices that publishes stuff
online for power plants

00:44:31.190 --> 00:44:32.070 align:middle line:90%
and so on.

00:44:32.070 --> 00:44:32.930 align:middle line:90%
So those are useful.

00:44:32.930 --> 00:44:35.670 align:middle line:84%
And then if you
can't use those, you

00:44:35.670 --> 00:44:38.790 align:middle line:84%
can look at annual reports and
utility reports, SEC filings,

00:44:38.790 --> 00:44:40.210 align:middle line:90%
to try to approximate things.

00:44:40.210 --> 00:44:44.910 align:middle line:84%
So if you're working on
setting uranium enrichment,

00:44:44.910 --> 00:44:47.510 align:middle line:84%
EIA does not collect data on
the cost of building enrichment

00:44:47.510 --> 00:44:48.010 align:middle line:90%
plants.

00:44:48.010 --> 00:44:52.860 align:middle line:84%
And so you have to back it out
from corporate financial reports

00:44:52.860 --> 00:44:54.860 align:middle line:90%
and things like that.

00:44:54.860 --> 00:44:58.743 align:middle line:84%
So let me just show you
what EIA actually publishes.

00:44:58.743 --> 00:45:00.160 align:middle line:84%
I don't know if
you can read this.

00:45:00.160 --> 00:45:02.260 align:middle line:90%
I hope you can.

00:45:02.260 --> 00:45:02.820 align:middle line:90%
Yes?

00:45:02.820 --> 00:45:03.780 align:middle line:90%
OK.

00:45:03.780 --> 00:45:05.920 align:middle line:84%
So let's just quickly
walk through it.

00:45:05.920 --> 00:45:09.540 align:middle line:90%


00:45:09.540 --> 00:45:12.260 align:middle line:84%
This is just saying, they're
assuming that this technology

00:45:12.260 --> 00:45:16.160 align:middle line:84%
will be built on a certain
year, that is to say,

00:45:16.160 --> 00:45:18.780 align:middle line:84%
because the cost changes
slowly over time, reduce

00:45:18.780 --> 00:45:22.180 align:middle line:84%
their index of when this thing
is actually getting built.

00:45:22.180 --> 00:45:27.260 align:middle line:84%
This is the size, obviously the
cost is dependent on the size.

00:45:27.260 --> 00:45:29.820 align:middle line:84%
If I build a tiny
little power plant that

00:45:29.820 --> 00:45:34.700 align:middle line:84%
makes 1 kilowatt, 1
kilowatt of electricity,

00:45:34.700 --> 00:45:37.220 align:middle line:84%
like my little backup
generator, it's

00:45:37.220 --> 00:45:39.680 align:middle line:84%
going to have different
capital dynamics

00:45:39.680 --> 00:45:42.080 align:middle line:84%
than if I build one that
produces a megawatt, right?

00:45:42.080 --> 00:45:44.600 align:middle line:90%
So you have a reference size.

00:45:44.600 --> 00:45:46.240 align:middle line:90%
Is that pretty typical though?

00:45:46.240 --> 00:45:50.440 align:middle line:84%
And for the most part,
these things are set.

00:45:50.440 --> 00:45:53.850 align:middle line:84%
This is the sweet spot where
the vendors have figured out

00:45:53.850 --> 00:45:56.250 align:middle line:84%
this is where the
economics works out well.

00:45:56.250 --> 00:45:58.852 align:middle line:84%
So these are generally
you don't generally

00:45:58.852 --> 00:46:00.310 align:middle line:84%
have to worry about
these too much,

00:46:00.310 --> 00:46:02.090 align:middle line:84%
but you might have
to a little bit.

00:46:02.090 --> 00:46:06.690 align:middle line:84%
So for example here in nuclear
they're saying 2,000 megawatts.

00:46:06.690 --> 00:46:09.430 align:middle line:84%
So they're assuming you're
building two full-size 1

00:46:09.430 --> 00:46:11.610 align:middle line:90%
gigawatt plants together.

00:46:11.610 --> 00:46:14.030 align:middle line:90%
That's what that means.

00:46:14.030 --> 00:46:17.617 align:middle line:84%
If you're building just one,
the price is not the same.

00:46:17.617 --> 00:46:19.450 align:middle line:84%
But typically, almost
every one in the world

00:46:19.450 --> 00:46:22.370 align:middle line:90%
now builds two at a time.

00:46:22.370 --> 00:46:24.210 align:middle line:84%
Small modular reactor
is another place

00:46:24.210 --> 00:46:27.150 align:middle line:84%
where you're going to see
some dependence on the number.

00:46:27.150 --> 00:46:30.370 align:middle line:84%
They're assuming a 600-megawatt
small modular reactor

00:46:30.370 --> 00:46:34.270 align:middle line:84%
installation, which is usually a
whole bunch of smaller modules,

00:46:34.270 --> 00:46:38.930 align:middle line:84%
like maybe 12 modules to
get you up to 600 megawatts.

00:46:38.930 --> 00:46:45.530 align:middle line:84%
Then they have the lead time,
how long it takes to build.

00:46:45.530 --> 00:46:51.940 align:middle line:84%
These data are also collected by
the EIA, and for the most part,

00:46:51.940 --> 00:46:52.972 align:middle line:90%
they're correct.

00:46:52.972 --> 00:46:54.680 align:middle line:84%
But we'll talk about
where they might not

00:46:54.680 --> 00:46:55.980 align:middle line:90%
be correct in a moment.

00:46:55.980 --> 00:46:59.340 align:middle line:84%
Then they have the
baseline capital cost,

00:46:59.340 --> 00:47:04.560 align:middle line:84%
and this is new this year, the
technological optimism factor,

00:47:04.560 --> 00:47:06.340 align:middle line:84%
and then the total
overnight cost.

00:47:06.340 --> 00:47:09.160 align:middle line:84%
So what is going on
with this thing here?

00:47:09.160 --> 00:47:12.180 align:middle line:84%
So basically, they're saying
where we have good data,

00:47:12.180 --> 00:47:15.680 align:middle line:84%
we don't need to have any
kind of forecast error.

00:47:15.680 --> 00:47:18.880 align:middle line:84%
Because we've built lots and
lots and lots of natural gas

00:47:18.880 --> 00:47:19.620 align:middle line:90%
plants.

00:47:19.620 --> 00:47:22.060 align:middle line:84%
And we know exactly what they
put, what they will cost.

00:47:22.060 --> 00:47:24.640 align:middle line:84%
And so when we look at our
data, we know what they cost.

00:47:24.640 --> 00:47:27.280 align:middle line:84%
And so the technological
optimism factor

00:47:27.280 --> 00:47:30.240 align:middle line:84%
for these combined cycles,
which are all natural gas

00:47:30.240 --> 00:47:35.840 align:middle line:84%
is 1, except if it has carbon
capture and storage, because we

00:47:35.840 --> 00:47:37.320 align:middle line:90%
don't build a lot of those.

00:47:37.320 --> 00:47:41.760 align:middle line:84%
And so there's a
little 2% increase

00:47:41.760 --> 00:47:44.880 align:middle line:84%
because we really don't
know what the cost is

00:47:44.880 --> 00:47:47.200 align:middle line:90%
for carbon capture and storage.

00:47:47.200 --> 00:47:49.550 align:middle line:84%
Offshore wind is another
technology we haven't really

00:47:49.550 --> 00:47:55.310 align:middle line:84%
built. And so they've assigned
it a 25% cost optimism

00:47:55.310 --> 00:47:59.370 align:middle line:90%
factor, and so on and so forth.

00:47:59.370 --> 00:48:01.950 align:middle line:84%
So where that has
a unit of 1, you

00:48:01.950 --> 00:48:05.870 align:middle line:84%
can basically say these numbers
are statistically guaranteed.

00:48:05.870 --> 00:48:06.442 align:middle line:90%
Yeah?

00:48:06.442 --> 00:48:08.150 align:middle line:84%
AUDIENCE: So like this
for offshore wind,

00:48:08.150 --> 00:48:13.085 align:middle line:84%
they're expecting costs could
be 25% higher or what is that?

00:48:13.085 --> 00:48:14.710 align:middle line:84%
PROFESSOR: Yeah, so
what they're saying

00:48:14.710 --> 00:48:18.630 align:middle line:84%
is like the wind people
are estimating this,

00:48:18.630 --> 00:48:21.870 align:middle line:84%
and they're saying, well,
we think they're low,

00:48:21.870 --> 00:48:25.690 align:middle line:84%
and we're going to just
arbitrarily plus it up by 25%.

00:48:25.690 --> 00:48:27.570 align:middle line:90%
That's what they're doing.

00:48:27.570 --> 00:48:28.138 align:middle line:90%
Yeah.

00:48:28.138 --> 00:48:28.930 align:middle line:90%
AUDIENCE: One more.

00:48:28.930 --> 00:48:30.070 align:middle line:90%
PROFESSOR: Yep?

00:48:30.070 --> 00:48:32.230 align:middle line:84%
AUDIENCE: So for the
base overnight cost,

00:48:32.230 --> 00:48:36.990 align:middle line:84%
footnote E says it includes
project contingency costs.

00:48:36.990 --> 00:48:39.610 align:middle line:90%
What are those?

00:48:39.610 --> 00:48:44.630 align:middle line:84%
PROFESSOR: We're going to build
this power plant in six years.

00:48:44.630 --> 00:48:47.590 align:middle line:84%
And then they're
like, oh, but then

00:48:47.590 --> 00:48:50.410 align:middle line:84%
it turns out that our
environmental impact

00:48:50.410 --> 00:48:52.270 align:middle line:90%
statement didn't get approved.

00:48:52.270 --> 00:48:53.550 align:middle line:90%
And now there's a delay.

00:48:53.550 --> 00:48:58.290 align:middle line:84%
And so they try to take the
average contingency into account

00:48:58.290 --> 00:49:01.010 align:middle line:90%
based on historical projects.

00:49:01.010 --> 00:49:02.170 align:middle line:90%
Yep?

00:49:02.170 --> 00:49:04.530 align:middle line:84%
AUDIENCE: So are all the
numbers on the table accounting

00:49:04.530 --> 00:49:07.490 align:middle line:84%
for that technological
optimism factor already,

00:49:07.490 --> 00:49:09.610 align:middle line:90%
or is it for that [INAUDIBLE]?

00:49:09.610 --> 00:49:14.530 align:middle line:84%
PROFESSOR: So the one that says
total overnight is accounting

00:49:14.530 --> 00:49:16.530 align:middle line:90%
for the technological optimism.

00:49:16.530 --> 00:49:20.410 align:middle line:84%
They don't have any discussion
about whether the lead time

00:49:20.410 --> 00:49:23.190 align:middle line:84%
should also be modified
for technological optimism.

00:49:23.190 --> 00:49:25.150 align:middle line:84%
They just give us
this lead time.

00:49:25.150 --> 00:49:26.470 align:middle line:90%
This is a brand new number.

00:49:26.470 --> 00:49:28.850 align:middle line:84%
And I think they've only
applied it to this column

00:49:28.850 --> 00:49:31.250 align:middle line:90%
as far as I can tell.

00:49:31.250 --> 00:49:34.970 align:middle line:84%
Unfortunately, they
used to put out

00:49:34.970 --> 00:49:41.610 align:middle line:84%
a lot of description about how
these things are generated.

00:49:41.610 --> 00:49:45.560 align:middle line:84%
But under the new
administration and since they've

00:49:45.560 --> 00:49:49.080 align:middle line:84%
lost about a third of their
employees, stuff is happening

00:49:49.080 --> 00:49:50.920 align:middle line:84%
and reports are
not being issued,

00:49:50.920 --> 00:49:54.075 align:middle line:84%
and things are very information
poor all of a sudden.

00:49:54.075 --> 00:49:56.200 align:middle line:84%
So it's hard to figure out
exactly what is going on

00:49:56.200 --> 00:49:56.820 align:middle line:90%
with this.

00:49:56.820 --> 00:49:59.880 align:middle line:90%


00:49:59.880 --> 00:50:04.400 align:middle line:84%
AUDIENCE: Not to express
strong skepticism, but aren't

00:50:04.400 --> 00:50:06.740 align:middle line:90%
these numbers very arbitrary?

00:50:06.740 --> 00:50:10.760 align:middle line:84%
I mean, especially for nuclear,
most projects significantly

00:50:10.760 --> 00:50:14.000 align:middle line:84%
underestimate both the overnight
cost and the lead time.

00:50:14.000 --> 00:50:17.200 align:middle line:84%
PROFESSOR: Yeah, so for
the rest of the class

00:50:17.200 --> 00:50:19.120 align:middle line:84%
we'll be about
talking about that.

00:50:19.120 --> 00:50:24.640 align:middle line:84%
For non-nuclear, non-nuclear,
non-CCS, not offshore wind,

00:50:24.640 --> 00:50:27.440 align:middle line:90%
these numbers are really good.

00:50:27.440 --> 00:50:29.920 align:middle line:90%
These numbers are totally solid.

00:50:29.920 --> 00:50:32.680 align:middle line:84%
But anywhere where the
technological optimism factor

00:50:32.680 --> 00:50:37.840 align:middle line:90%
is not unity, there's fudge.

00:50:37.840 --> 00:50:41.040 align:middle line:84%
And we'll look at
how big that is.

00:50:41.040 --> 00:50:44.190 align:middle line:84%
AUDIENCE: What actually
is the overnight cost?

00:50:44.190 --> 00:50:46.630 align:middle line:90%
PROFESSOR: Oh, thank you.

00:50:46.630 --> 00:50:51.150 align:middle line:84%
The overnight cost is
the cost of building

00:50:51.150 --> 00:50:57.750 align:middle line:84%
the hardware, the power plant,
ignoring all the finance

00:50:57.750 --> 00:51:01.910 align:middle line:84%
charges associated with
borrowing the money.

00:51:01.910 --> 00:51:06.110 align:middle line:84%
So where it gets
its name is to say

00:51:06.110 --> 00:51:10.270 align:middle line:84%
that we're going to build
this power plant overnight.

00:51:10.270 --> 00:51:12.990 align:middle line:84%
And so the interest
payment will be almost 0

00:51:12.990 --> 00:51:15.710 align:middle line:84%
because we can pay the
bank back the next day.

00:51:15.710 --> 00:51:17.570 align:middle line:84%
That's what the
overnight cost is.

00:51:17.570 --> 00:51:20.750 align:middle line:84%
So it's a way of
measuring the cost

00:51:20.750 --> 00:51:25.557 align:middle line:84%
of the technology, independent
of the finance environment.

00:51:25.557 --> 00:51:27.390 align:middle line:84%
Because interest rates
go up, interest rates

00:51:27.390 --> 00:51:29.170 align:middle line:84%
go down, blah, blah,
blah, blah, blah.

00:51:29.170 --> 00:51:32.110 align:middle line:84%
If we track the true
cost, then these numbers

00:51:32.110 --> 00:51:33.170 align:middle line:90%
would not be predictable.

00:51:33.170 --> 00:51:35.630 align:middle line:84%
So we take all that
out and we just

00:51:35.630 --> 00:51:39.470 align:middle line:84%
look at basically the cost
of building this stuff.

00:51:39.470 --> 00:51:42.060 align:middle line:90%
All right?

00:51:42.060 --> 00:51:46.660 align:middle line:84%
And then they also
published the variable O&M,

00:51:46.660 --> 00:51:50.000 align:middle line:84%
which is essentially fuel cost
and variable maintenance cost,

00:51:50.000 --> 00:51:52.460 align:middle line:84%
and the fixed O&M which is
paying for your employee,

00:51:52.460 --> 00:51:54.203 align:middle line:90%
paying your insurance.

00:51:54.203 --> 00:51:55.620 align:middle line:84%
And then they
produced this number

00:51:55.620 --> 00:52:00.940 align:middle line:84%
called the heat rate, which is
in BTUs per kilowatt hour, units

00:52:00.940 --> 00:52:02.860 align:middle line:90%
of energy per unit of energy.

00:52:02.860 --> 00:52:05.420 align:middle line:84%
Basically, this is just
a measure of efficiency.

00:52:05.420 --> 00:52:08.380 align:middle line:84%
But this is useful if
you want to figure out

00:52:08.380 --> 00:52:11.240 align:middle line:84%
the amount of carbon
coming out of something.

00:52:11.240 --> 00:52:13.540 align:middle line:84%
So you want to know
the carbon intensity?

00:52:13.540 --> 00:52:18.060 align:middle line:84%
You look up how much carbon is
emitted per BTU of the fuel.

00:52:18.060 --> 00:52:23.660 align:middle line:84%
And this number tells you how to
convert that BTU into kilowatts.

00:52:23.660 --> 00:52:25.900 align:middle line:84%
So it allows you to
calculate the carbon

00:52:25.900 --> 00:52:28.060 align:middle line:90%
intensity of the power plant.

00:52:28.060 --> 00:52:31.380 align:middle line:84%
We're not going to
use that right away.

00:52:31.380 --> 00:52:35.120 align:middle line:84%
All right, I think I have little
bars to highlight those things.

00:52:35.120 --> 00:52:38.240 align:middle line:90%
But oh, my gosh.

00:52:38.240 --> 00:52:40.610 align:middle line:90%
We don't need to do that.

00:52:40.610 --> 00:52:46.150 align:middle line:84%
OK, so what is the
overnight cost of nuclear?

00:52:46.150 --> 00:52:47.450 align:middle line:90%
That's what we really care.

00:52:47.450 --> 00:52:49.710 align:middle line:84%
Light water reactor,
they say 7,000.

00:52:49.710 --> 00:52:54.010 align:middle line:84%
They say with this little
risk factor, they say 7,777.

00:52:54.010 --> 00:52:56.330 align:middle line:90%
And why is this not 1?

00:52:56.330 --> 00:52:58.330 align:middle line:84%
Because we haven't built
a lot of nuclear plants

00:52:58.330 --> 00:52:59.205 align:middle line:90%
in the United States.

00:52:59.205 --> 00:53:01.970 align:middle line:84%
In the last 40 years,
we've had one new

00:53:01.970 --> 00:53:07.730 align:middle line:84%
build project with two reactors
in the last about 45 years.

00:53:07.730 --> 00:53:09.690 align:middle line:90%
We've completed a third reactor.

00:53:09.690 --> 00:53:14.010 align:middle line:84%
That third reactor was actually
started in the '70s, and took 45

00:53:14.010 --> 00:53:15.130 align:middle line:90%
years to complete.

00:53:15.130 --> 00:53:18.610 align:middle line:84%
So putting the capital cost
of that reactor in there

00:53:18.610 --> 00:53:19.630 align:middle line:90%
is just not a good idea.

00:53:19.630 --> 00:53:20.130 align:middle line:90%
Yeah?

00:53:20.130 --> 00:53:22.430 align:middle line:84%
AUDIENCE: Is there any data
for Naval nuclear reactors?

00:53:22.430 --> 00:53:24.790 align:middle line:84%
Because we've been building
those a lot more consistently.

00:53:24.790 --> 00:53:25.930 align:middle line:84%
PROFESSOR: That
would be wonderful

00:53:25.930 --> 00:53:27.430 align:middle line:84%
if there were real
data for that.

00:53:27.430 --> 00:53:30.790 align:middle line:84%
If anyone is a Naval ROTC
person and can find that--

00:53:30.790 --> 00:53:31.290 align:middle line:90%
yeah?

00:53:31.290 --> 00:53:33.950 align:middle line:84%
AUDIENCE: Some data
by the Congressional.

00:53:33.950 --> 00:53:36.583 align:middle line:84%
AUDIENCE: Yeah, there is some
from the admiralty about it.

00:53:36.583 --> 00:53:37.250 align:middle line:90%
PROFESSOR: Yeah?

00:53:37.250 --> 00:53:38.350 align:middle line:84%
AUDIENCE: And the
Congressional--

00:53:38.350 --> 00:53:40.892 align:middle line:84%
AUDIENCE: $1 billion for reactor
development cost, $1 billion

00:53:40.892 --> 00:53:45.030 align:middle line:84%
for the shipyard, and then
they have some estimates.

00:53:45.030 --> 00:53:47.690 align:middle line:84%
At some point, the Navy
was apparently looking at,

00:53:47.690 --> 00:53:50.070 align:middle line:84%
are we going to make our
new ships nuclear or not.

00:53:50.070 --> 00:53:52.710 align:middle line:90%
They did some very high level.

00:53:52.710 --> 00:53:55.570 align:middle line:84%
So there is some data
on it from Congress,

00:53:55.570 --> 00:53:57.810 align:middle line:90%
but obviously, not too much.

00:53:57.810 --> 00:53:59.738 align:middle line:84%
PROFESSOR: Is there
any time series data?

00:53:59.738 --> 00:54:01.530 align:middle line:84%
AUDIENCE: I don't think
it has time series.

00:54:01.530 --> 00:54:02.490 align:middle line:90%
I can try to pull it up.

00:54:02.490 --> 00:54:03.157 align:middle line:90%
It's pretty old.

00:54:03.157 --> 00:54:05.150 align:middle line:90%
I think it's from 2011.

00:54:05.150 --> 00:54:05.990 align:middle line:90%
PROFESSOR: Yeah.

00:54:05.990 --> 00:54:08.910 align:middle line:84%
The only time
series data, so this

00:54:08.910 --> 00:54:12.710 align:middle line:84%
is of interest for
learning, which we'll

00:54:12.710 --> 00:54:14.310 align:middle line:90%
have a separate class about.

00:54:14.310 --> 00:54:18.270 align:middle line:84%
Learning is how do we
bring this number down.

00:54:18.270 --> 00:54:22.350 align:middle line:84%
And the Naval
reactors is a place

00:54:22.350 --> 00:54:25.270 align:middle line:84%
where we build the same reactor
design over and over and over.

00:54:25.270 --> 00:54:28.750 align:middle line:90%
And we might see some learning.

00:54:28.750 --> 00:54:31.230 align:middle line:84%
And so I'm very interested
in time series associated

00:54:31.230 --> 00:54:31.730 align:middle line:90%
with this.

00:54:31.730 --> 00:54:37.110 align:middle line:84%
There is one
Russian/Soviet number

00:54:37.110 --> 00:54:41.220 align:middle line:84%
on time series for
Naval reactors.

00:54:41.220 --> 00:54:44.000 align:middle line:84%
And it's just this guy who
publishes with no data.

00:54:44.000 --> 00:54:50.900 align:middle line:84%
He just asserts that the
cost reduction rate was 5%.

00:54:50.900 --> 00:54:53.260 align:middle line:84%
And very traditional,
if you go back and read

00:54:53.260 --> 00:54:57.263 align:middle line:84%
like Soviet era
scientific publications.

00:54:57.263 --> 00:54:58.680 align:middle line:84%
They don't put
that data in there.

00:54:58.680 --> 00:55:01.020 align:middle line:84%
It's all based on the reputation
of the scientists that

00:55:01.020 --> 00:55:02.500 align:middle line:90%
has put his name on the paper.

00:55:02.500 --> 00:55:05.860 align:middle line:84%
And then you just
take it as faith.

00:55:05.860 --> 00:55:09.220 align:middle line:84%
So there's one data for
time series and data

00:55:09.220 --> 00:55:10.760 align:middle line:90%
point for Russian data.

00:55:10.760 --> 00:55:14.260 align:middle line:84%
But I would love to see some
data for the US reactors,

00:55:14.260 --> 00:55:15.440 align:middle line:90%
if we could get it.

00:55:15.440 --> 00:55:17.780 align:middle line:90%
So that would be super cool.

00:55:17.780 --> 00:55:22.020 align:middle line:84%
OK, so let's just look
at the range of estimates

00:55:22.020 --> 00:55:25.980 align:middle line:84%
that we see for this
number from nuclear.

00:55:25.980 --> 00:55:26.480 align:middle line:90%
All right.

00:55:26.480 --> 00:55:28.720 align:middle line:90%
So this is overnight costs.

00:55:28.720 --> 00:55:34.300 align:middle line:84%
Everything is in real
2023 dollars per kilowatt.

00:55:34.300 --> 00:55:39.050 align:middle line:84%
So everything is normalized
normalize to the reactor size.

00:55:39.050 --> 00:55:41.310 align:middle line:84%
And this is the
range of estimates.

00:55:41.310 --> 00:55:44.090 align:middle line:90%


00:55:44.090 --> 00:55:46.570 align:middle line:90%
All right.

00:55:46.570 --> 00:55:47.670 align:middle line:90%
That's a lot of range.

00:55:47.670 --> 00:55:51.370 align:middle line:84%
That's a factor of 11 between
the top and the bottom.

00:55:51.370 --> 00:55:56.010 align:middle line:84%
And just to make matters
worse the top estimate

00:55:56.010 --> 00:55:58.430 align:middle line:84%
and the bottom estimate
are for the same reactor.

00:55:58.430 --> 00:56:02.390 align:middle line:90%


00:56:02.390 --> 00:56:05.210 align:middle line:84%
In fact, all of
these are estimates

00:56:05.210 --> 00:56:07.050 align:middle line:84%
except for this one,
which is actually

00:56:07.050 --> 00:56:12.650 align:middle line:84%
the true cost of building
Vogtle in the United States.

00:56:12.650 --> 00:56:16.670 align:middle line:84%
And so there's a few trends
that we can observe here.

00:56:16.670 --> 00:56:20.530 align:middle line:84%
The first is that the companies
selling the reactors--

00:56:20.530 --> 00:56:25.050 align:middle line:84%
Westinghouse, Oklo,
TerraPower, they always

00:56:25.050 --> 00:56:27.330 align:middle line:90%
have the lowest estimates.

00:56:27.330 --> 00:56:29.010 align:middle line:90%
Surprise, surprise.

00:56:29.010 --> 00:56:31.803 align:middle line:90%
They need to sell this thing.

00:56:31.803 --> 00:56:33.970 align:middle line:84%
They don't have to do the
architectural engineering.

00:56:33.970 --> 00:56:35.892 align:middle line:84%
That's done destined
by an independent firm.

00:56:35.892 --> 00:56:37.100 align:middle line:90%
They just design the reactor.

00:56:37.100 --> 00:56:39.760 align:middle line:84%
Someone else figures
out how to build it,

00:56:39.760 --> 00:56:41.420 align:middle line:84%
and they come up
with this number,

00:56:41.420 --> 00:56:43.120 align:middle line:90%
and it's pulled out of thin air.

00:56:43.120 --> 00:56:46.080 align:middle line:84%
It's not surprising
that it's totally low.

00:56:46.080 --> 00:56:50.560 align:middle line:84%
Then you have these
academics, mostly MIT,

00:56:50.560 --> 00:56:53.920 align:middle line:84%
publishing these
reports, estimating what?

00:56:53.920 --> 00:56:56.300 align:middle line:84%
And so there, the
academics are optimists.

00:56:56.300 --> 00:56:58.320 align:middle line:90%
They're like, we like nuclear.

00:56:58.320 --> 00:57:01.040 align:middle line:84%
We think that there are
ways to bring down the cost.

00:57:01.040 --> 00:57:05.280 align:middle line:84%
And so they publish these
numbers, which historically,

00:57:05.280 --> 00:57:09.000 align:middle line:84%
my department, our department
started at $2,000 in 2002.

00:57:09.000 --> 00:57:12.040 align:middle line:90%
That 3570 in 2023 dollars.

00:57:12.040 --> 00:57:14.640 align:middle line:84%
We no longer are
that optimistic.

00:57:14.640 --> 00:57:17.120 align:middle line:84%
We're slowly becoming
more pessimistic,

00:57:17.120 --> 00:57:20.880 align:middle line:84%
but we're still more
optimistic than the government.

00:57:20.880 --> 00:57:24.240 align:middle line:84%
And then the government,
they hire now,

00:57:24.240 --> 00:57:25.880 align:middle line:84%
they hired this
independent contractor

00:57:25.880 --> 00:57:29.720 align:middle line:84%
called Sargent & Lundy to do
the cost estimation for them.

00:57:29.720 --> 00:57:31.360 align:middle line:90%
It wasn't always the case.

00:57:31.360 --> 00:57:33.790 align:middle line:84%
Sargent & Lundy has
published these numbers.

00:57:33.790 --> 00:57:36.870 align:middle line:84%
Now does Sargent & Lundy know
what they're talking about.

00:57:36.870 --> 00:57:39.070 align:middle line:84%
Yeah, they do,
because they are one

00:57:39.070 --> 00:57:41.495 align:middle line:84%
of the biggest architectural
engineering firms

00:57:41.495 --> 00:57:42.370 align:middle line:90%
in the United States.

00:57:42.370 --> 00:57:43.270 align:middle line:90%
What do they do?

00:57:43.270 --> 00:57:44.910 align:middle line:90%
You want to build a power plant?

00:57:44.910 --> 00:57:47.510 align:middle line:84%
You go to the Westinghouse,
you go to General Electric,

00:57:47.510 --> 00:57:49.310 align:middle line:90%
you buy their technology.

00:57:49.310 --> 00:57:52.150 align:middle line:84%
Sargent & Lundy
figures out where

00:57:52.150 --> 00:57:54.910 align:middle line:84%
the pipes go, how to
pour the concrete,

00:57:54.910 --> 00:57:57.230 align:middle line:90%
how this plugs into the grid.

00:57:57.230 --> 00:57:58.612 align:middle line:90%
They build the plant.

00:57:58.612 --> 00:58:00.070 align:middle line:84%
They are the people
who actually do

00:58:00.070 --> 00:58:01.737 align:middle line:84%
what's called
architectural engineering.

00:58:01.737 --> 00:58:05.510 align:middle line:84%
So they really have
some good basis,

00:58:05.510 --> 00:58:10.630 align:middle line:84%
but they also sell architectural
engineering services.

00:58:10.630 --> 00:58:14.910 align:middle line:84%
So they are slightly
conflicted in trying

00:58:14.910 --> 00:58:16.330 align:middle line:90%
to come up with solid numbers.

00:58:16.330 --> 00:58:17.747 align:middle line:84%
They want these
numbers to be low,

00:58:17.747 --> 00:58:21.230 align:middle line:84%
otherwise no one's going
to buy their business.

00:58:21.230 --> 00:58:23.230 align:middle line:84%
And that's Vogtle,
what it actually

00:58:23.230 --> 00:58:24.730 align:middle line:90%
cost to build the plant.

00:58:24.730 --> 00:58:25.830 align:middle line:90%
Yeah?

00:58:25.830 --> 00:58:32.540 align:middle line:84%
AUDIENCE: So one question on the
overnight cost as the metric.

00:58:32.540 --> 00:58:35.300 align:middle line:84%
Once constructed,
the reactor will

00:58:35.300 --> 00:58:37.800 align:middle line:84%
generate relatively cheap energy
for a long period of time.

00:58:37.800 --> 00:58:40.903 align:middle line:84%
So is there a different
metric we can look at?

00:58:40.903 --> 00:58:41.820 align:middle line:90%
PROFESSOR: Absolutely.

00:58:41.820 --> 00:58:43.737 align:middle line:84%
We're going to walk
systematically through all

00:58:43.737 --> 00:58:46.060 align:middle line:90%
of these things and get there.

00:58:46.060 --> 00:58:48.913 align:middle line:84%
Yeah, this is not the
measure of affordability.

00:58:48.913 --> 00:58:50.080 align:middle line:90%
Let me just underscore this.

00:58:50.080 --> 00:58:52.020 align:middle line:84%
This is not the measure
of affordability

00:58:52.020 --> 00:58:55.477 align:middle line:84%
of a nuclear plant, though it
is a strongly important factor.

00:58:55.477 --> 00:58:57.060 align:middle line:84%
But this is not the
final measurement.

00:58:57.060 --> 00:58:57.940 align:middle line:90%
Yeah?

00:58:57.940 --> 00:59:02.800 align:middle line:84%
AUDIENCE: For all of the AP1000
calculations, as it were,

00:59:02.800 --> 00:59:08.460 align:middle line:84%
how many of them
are for long term,

00:59:08.460 --> 00:59:12.580 align:middle line:84%
this is the 30th
AP1000 we've built.

00:59:12.580 --> 00:59:14.820 align:middle line:84%
Because obviously the
Westinghouse is that's n-th

00:59:14.820 --> 00:59:15.320 align:middle line:90%
of a kind.

00:59:15.320 --> 00:59:20.140 align:middle line:84%
But are the Sargent Lundy ones
for n-th of a kind, as well?

00:59:20.140 --> 00:59:23.700 align:middle line:84%
Because we would
expect the first two

00:59:23.700 --> 00:59:24.880 align:middle line:90%
as developmental units.

00:59:24.880 --> 00:59:27.140 align:middle line:84%
And with Westinghouse's
mismanagement

00:59:27.140 --> 00:59:31.300 align:middle line:84%
over the AP1000 project, it's
obviously going to be higher.

00:59:31.300 --> 00:59:33.300 align:middle line:84%
But now that the
technology is figured out,

00:59:33.300 --> 00:59:36.252 align:middle line:84%
do we expect that to go
down significantly or--

00:59:36.252 --> 00:59:37.960 align:middle line:84%
PROFESSOR: Yeah, so
I think most of these

00:59:37.960 --> 00:59:39.500 align:middle line:84%
are n-th of the
kind predictions.

00:59:39.500 --> 00:59:40.700 align:middle line:90%
AUDIENCE: OK.

00:59:40.700 --> 00:59:41.840 align:middle line:90%
PROFESSOR: Does it say?

00:59:41.840 --> 00:59:46.200 align:middle line:84%
Yeah, most of these are
n-th of a kind predictions.

00:59:46.200 --> 00:59:49.570 align:middle line:84%
Whether Vogtle is first of
a kind or n-th of a kind,

00:59:49.570 --> 00:59:51.320 align:middle line:84%
most people would say
it's first of a kind

00:59:51.320 --> 00:59:53.860 align:middle line:84%
because it's the first two
built in the United States.

00:59:53.860 --> 00:59:55.320 align:middle line:84%
But it's not the
first two built.

00:59:55.320 --> 00:59:56.960 align:middle line:84%
AUDIENCE: There
were two in China?

00:59:56.960 --> 00:59:58.085 align:middle line:90%
PROFESSOR: There were some.

00:59:58.085 --> 00:59:59.482 align:middle line:90%
There were--

00:59:59.482 --> 01:00:01.440 align:middle line:84%
AUDIENCE: I know there
were two built in China.

01:00:01.440 --> 01:00:03.107 align:middle line:84%
PROFESSOR: There are
two built in China.

01:00:03.107 --> 01:00:05.040 align:middle line:90%
Yeah.

01:00:05.040 --> 01:00:10.000 align:middle line:84%
So it depends on how
you look at this number.

01:00:10.000 --> 01:00:14.960 align:middle line:84%
One of the issues
is that every time

01:00:14.960 --> 01:00:19.080 align:middle line:84%
you look at these
actual numbers ex-post

01:00:19.080 --> 01:00:25.040 align:middle line:84%
is all these some explanations
for why this number is so big.

01:00:25.040 --> 01:00:27.040 align:middle line:84%
And then it's up
to you to believe

01:00:27.040 --> 01:00:34.030 align:middle line:84%
whether that was a one-off
or whether that's actually

01:00:34.030 --> 01:00:37.430 align:middle line:90%
what it costs to build.

01:00:37.430 --> 01:00:40.810 align:middle line:90%
So this is where we are.

01:00:40.810 --> 01:00:41.510 align:middle line:90%
Yep?

01:00:41.510 --> 01:00:42.910 align:middle line:84%
AUDIENCE: So this is a
Westinghouse prediction

01:00:42.910 --> 01:00:44.118 align:middle line:90%
for building any [INAUDIBLE]?

01:00:44.118 --> 01:00:47.470 align:middle line:84%
Is there any availability to
find Westinghouse's evaluation

01:00:47.470 --> 01:00:51.150 align:middle line:84%
for building in other
countries like South Korea?

01:00:51.150 --> 01:00:53.330 align:middle line:84%
PROFESSOR: I don't
think I've seen that.

01:00:53.330 --> 01:00:53.830 align:middle line:90%
No.

01:00:53.830 --> 01:00:54.372 align:middle line:90%
AUDIENCE: OK.

01:00:54.372 --> 01:00:57.295 align:middle line:84%
I mean, I imagine,
I just can't imagine

01:00:57.295 --> 01:00:58.670 align:middle line:84%
they would estimate
it even being

01:00:58.670 --> 01:01:01.590 align:middle line:90%
even lower for those countries.

01:01:01.590 --> 01:01:03.950 align:middle line:84%
PROFESSOR: Yeah, I mean,
this Westinghouse number

01:01:03.950 --> 01:01:08.750 align:middle line:90%
goes back to 2002.

01:01:08.750 --> 01:01:10.230 align:middle line:90%
It was early on.

01:01:10.230 --> 01:01:13.430 align:middle line:84%
They probably thought the
US was a principal market.

01:01:13.430 --> 01:01:17.190 align:middle line:84%
And it's also the case that
the AP1000 built in China

01:01:17.190 --> 01:01:20.630 align:middle line:84%
has fewer safety features than
the AP1000 built in the United

01:01:20.630 --> 01:01:21.470 align:middle line:90%
States.

01:01:21.470 --> 01:01:23.870 align:middle line:84%
China was like, we're not
going to pay for that.

01:01:23.870 --> 01:01:26.370 align:middle line:84%
And so they made the
containment thinner,

01:01:26.370 --> 01:01:29.160 align:middle line:84%
uses less concrete,
various things.

01:01:29.160 --> 01:01:32.660 align:middle line:84%
Also, the design slightly
changed between there and here

01:01:32.660 --> 01:01:34.860 align:middle line:90%
because of 9/11.

01:01:34.860 --> 01:01:37.560 align:middle line:84%
So they made the containment
in the US plant thicker,

01:01:37.560 --> 01:01:39.660 align:middle line:84%
so you could fly
an airplane into it

01:01:39.660 --> 01:01:42.380 align:middle line:90%
and it wouldn't have a puncture.

01:01:42.380 --> 01:01:45.180 align:middle line:84%
Whereas in the original
design, the containment

01:01:45.180 --> 01:01:46.640 align:middle line:90%
had slightly less concrete.

01:01:46.640 --> 01:01:51.500 align:middle line:84%
But that does not explain a
factor of n and deviation.

01:01:51.500 --> 01:01:54.840 align:middle line:90%
So any other?

01:01:54.840 --> 01:01:55.580 align:middle line:90%
Yeah?

01:01:55.580 --> 01:01:56.420 align:middle line:90%
Yeah.

01:01:56.420 --> 01:01:58.045 align:middle line:84%
AUDIENCE: So I'm
wondering how are they

01:01:58.045 --> 01:01:59.780 align:middle line:84%
making these
predictions, especially

01:01:59.780 --> 01:02:02.660 align:middle line:84%
for n-th of a kind, when
historically we don't actually

01:02:02.660 --> 01:02:06.140 align:middle line:84%
know if positive learning is
something that properly happens

01:02:06.140 --> 01:02:06.740 align:middle line:90%
for nuclear?

01:02:06.740 --> 01:02:09.680 align:middle line:84%
Like we haven't really
seen that be a thing yet.

01:02:09.680 --> 01:02:12.835 align:middle line:84%
So are these assuming
positive learning?

01:02:12.835 --> 01:02:15.460 align:middle line:84%
PROFESSOR: They often assume a
little bit of positive learning.

01:02:15.460 --> 01:02:17.100 align:middle line:90%
Yes.

01:02:17.100 --> 01:02:20.540 align:middle line:84%
And sometimes you can get
first-of-a-kind numbers out

01:02:20.540 --> 01:02:21.680 align:middle line:90%
of these guys.

01:02:21.680 --> 01:02:25.060 align:middle line:90%


01:02:25.060 --> 01:02:27.830 align:middle line:84%
I don't know what went
into that Westinghouse

01:02:27.830 --> 01:02:30.070 align:middle line:90%
where I have to go look it up.

01:02:30.070 --> 01:02:34.570 align:middle line:84%
But usually like learning rates
are assumed to be 5% maybe 10%.

01:02:34.570 --> 01:02:39.490 align:middle line:84%
So they would say a full-out
number of 1,760 maybe it'd be

01:02:39.490 --> 01:02:41.170 align:middle line:90%
2,000.

01:02:41.170 --> 01:02:44.410 align:middle line:84%
Yeah, that would
be their number.

01:02:44.410 --> 01:02:46.250 align:middle line:84%
AUDIENCE: Why have
MIT's estimates become

01:02:46.250 --> 01:02:48.810 align:middle line:90%
more pessimistic over time?

01:02:48.810 --> 01:02:50.690 align:middle line:84%
PROFESSOR: Because the
first ones were really

01:02:50.690 --> 01:02:54.490 align:middle line:90%
just based on nothing.

01:02:54.490 --> 01:03:00.330 align:middle line:84%
Yeah, so the first report was
basically a propaganda report.

01:03:00.330 --> 01:03:02.770 align:middle line:84%
And the second report,
which was an attempt

01:03:02.770 --> 01:03:07.530 align:middle line:84%
to genuinely understand why
nuclear was so expensive,

01:03:07.530 --> 01:03:10.750 align:middle line:84%
did identify a number of
things that were changing.

01:03:10.750 --> 01:03:17.250 align:middle line:84%
In particular, they looked
at the productivity of labor,

01:03:17.250 --> 01:03:20.050 align:middle line:84%
and they concluded that it
had been going down over time.

01:03:20.050 --> 01:03:23.650 align:middle line:84%
They concluded that actually,
cost of steel, cost of concrete

01:03:23.650 --> 01:03:24.600 align:middle line:90%
is going up.

01:03:24.600 --> 01:03:27.120 align:middle line:84%
So there are real
reasons to understand

01:03:27.120 --> 01:03:29.520 align:middle line:84%
that the original predictions
made by Westinghouse

01:03:29.520 --> 01:03:32.560 align:middle line:84%
and others were
probably not correct.

01:03:32.560 --> 01:03:37.300 align:middle line:84%
But they still picked
reasonably optimistic numbers.

01:03:37.300 --> 01:03:41.600 align:middle line:84%
And what they did for
their median number

01:03:41.600 --> 01:03:45.800 align:middle line:84%
was to actually not
devise it themselves.

01:03:45.800 --> 01:03:50.960 align:middle line:84%
But they used NREL, National
Renewable Energy Laboratory,

01:03:50.960 --> 01:03:53.800 align:middle line:90%
which devised a number.

01:03:53.800 --> 01:03:54.832 align:middle line:90%
And then I forget.

01:03:54.832 --> 01:03:55.540 align:middle line:90%
I looked this up.

01:03:55.540 --> 01:03:59.440 align:middle line:84%
At one point, I think NREL got
the number from a conversation

01:03:59.440 --> 01:04:02.080 align:middle line:90%
with Westinghouse.

01:04:02.080 --> 01:04:09.960 align:middle line:84%
It turns out that this number,
this number changes every year.

01:04:09.960 --> 01:04:13.000 align:middle line:84%
But when I first started
teaching this class,

01:04:13.000 --> 01:04:15.280 align:middle line:84%
I really wanted to know
where it came from.

01:04:15.280 --> 01:04:19.360 align:middle line:84%
And this was before Sargent &
Lundy did these tables for them.

01:04:19.360 --> 01:04:23.088 align:middle line:84%
So I called the EIA
office and I finally

01:04:23.088 --> 01:04:25.630 align:middle line:84%
got in touch with the person
responsible for the nuclear cost

01:04:25.630 --> 01:04:26.910 align:middle line:90%
estimation.

01:04:26.910 --> 01:04:29.270 align:middle line:84%
And I said, where do
you get your number?

01:04:29.270 --> 01:04:31.490 align:middle line:84%
She's like, oh, I call
Westinghouse every year

01:04:31.490 --> 01:04:32.290 align:middle line:90%
and add 10%.

01:04:32.290 --> 01:04:36.990 align:middle line:90%


01:04:36.990 --> 01:04:37.610 align:middle line:90%
There you go.

01:04:37.610 --> 01:04:40.170 align:middle line:90%


01:04:40.170 --> 01:04:47.710 align:middle line:84%
So let us now look
at how to calculate.

01:04:47.710 --> 01:04:50.250 align:middle line:90%
Let's see, nope, wrong one.

01:04:50.250 --> 01:04:53.270 align:middle line:90%


01:04:53.270 --> 01:04:56.110 align:middle line:84%
Let us look a little bit at
what goes into the calculation

01:04:56.110 --> 01:04:57.450 align:middle line:90%
of the capital charge.

01:04:57.450 --> 01:05:00.590 align:middle line:84%
So what we've looked at is
the overnight cost, which

01:05:00.590 --> 01:05:02.637 align:middle line:90%
is not the capital charge.

01:05:02.637 --> 01:05:04.470 align:middle line:84%
The overnight cost
assumes that you're going

01:05:04.470 --> 01:05:07.510 align:middle line:90%
to build the plant overnight.

01:05:07.510 --> 01:05:09.590 align:middle line:84%
You never build a
plant overnight,

01:05:09.590 --> 01:05:12.470 align:middle line:84%
so you have some
interest to pay on it.

01:05:12.470 --> 01:05:14.570 align:middle line:84%
So let's just look
at that really fast.

01:05:14.570 --> 01:05:19.270 align:middle line:90%


01:05:19.270 --> 01:05:28.150 align:middle line:84%
So typically when
you build a plant,

01:05:28.150 --> 01:05:34.280 align:middle line:84%
you're going to have
some expenditure.

01:05:34.280 --> 01:05:36.530 align:middle line:84%
It's typically going to be
very small in the beginning

01:05:36.530 --> 01:05:38.475 align:middle line:84%
because you're
doing some studies.

01:05:38.475 --> 01:05:39.850 align:middle line:84%
You're going to
have some geotech

01:05:39.850 --> 01:05:42.250 align:middle line:90%
engineer come out, drill holes.

01:05:42.250 --> 01:05:45.290 align:middle line:84%
You're going to dig a
big pit in the ground.

01:05:45.290 --> 01:05:46.950 align:middle line:90%
And so your costs are low.

01:05:46.950 --> 01:05:50.655 align:middle line:90%


01:05:50.655 --> 01:05:52.030 align:middle line:84%
And then you're
going to ramp up.

01:05:52.030 --> 01:05:54.330 align:middle line:84%
You're going to start doing
all kinds of construction.

01:05:54.330 --> 01:05:56.210 align:middle line:84%
And then you're
going to ramp down.

01:05:56.210 --> 01:05:58.690 align:middle line:84%
And there's going to be some
total construction time.

01:05:58.690 --> 01:06:01.690 align:middle line:84%
We're call that big
T. There are people

01:06:01.690 --> 01:06:03.450 align:middle line:84%
who have tried to
study the shape of this

01:06:03.450 --> 01:06:06.650 align:middle line:84%
and fit functions based
on historical cost data.

01:06:06.650 --> 01:06:09.770 align:middle line:84%
And often what they
fit is some combination

01:06:09.770 --> 01:06:11.990 align:middle line:84%
of cosines and
hyperbolic cosine.

01:06:11.990 --> 01:06:16.770 align:middle line:84%
But basically it's a slightly
flattened cosine shape

01:06:16.770 --> 01:06:19.640 align:middle line:90%
or roughly a parabola shape.

01:06:19.640 --> 01:06:22.480 align:middle line:84%
And it turns out, it
doesn't really matter.

01:06:22.480 --> 01:06:26.280 align:middle line:84%
You just need some kind
of convex down shape.

01:06:26.280 --> 01:06:31.800 align:middle line:84%
And so I like to basically say
that the intensity of spending

01:06:31.800 --> 01:06:40.840 align:middle line:84%
is basically some general
quadratic, like that.

01:06:40.840 --> 01:06:42.520 align:middle line:84%
That will be some
general quadratic

01:06:42.520 --> 01:06:43.920 align:middle line:90%
that describes a parabola.

01:06:43.920 --> 01:06:46.640 align:middle line:84%
And then we have three
boundary conditions

01:06:46.640 --> 01:06:50.760 align:middle line:84%
that the intensity
at time 0 is 0.

01:06:50.760 --> 01:06:56.360 align:middle line:84%
The intensity at time big
T is 0, the two roots,

01:06:56.360 --> 01:07:00.400 align:middle line:84%
and then this area
under the curve,

01:07:00.400 --> 01:07:02.420 align:middle line:90%
the integral of the intensity--

01:07:02.420 --> 01:07:05.120 align:middle line:90%


01:07:05.120 --> 01:07:07.000 align:middle line:90%
sorry, I'm being sloppy--

01:07:07.000 --> 01:07:11.766 align:middle line:84%
from 0 to big T should
be the overnight cost.

01:07:11.766 --> 01:07:14.120 align:middle line:90%
Right?

01:07:14.120 --> 01:07:16.520 align:middle line:84%
Our three boundary
conditions allows

01:07:16.520 --> 01:07:19.030 align:middle line:84%
us to solve for these
three parameters,

01:07:19.030 --> 01:07:22.830 align:middle line:84%
and we can determine
the shape of this curve.

01:07:22.830 --> 01:07:26.190 align:middle line:84%
And I will leave that as
a problem for the reader,

01:07:26.190 --> 01:07:32.190 align:middle line:84%
instead of wasting six
minutes doing algebra for you.

01:07:32.190 --> 01:07:43.670 align:middle line:84%
And if you do that, you're going
to get this nice result, which

01:07:43.670 --> 01:07:52.470 align:middle line:84%
is the intensity of time t is 6
times the overnight cost divided

01:07:52.470 --> 01:08:01.350 align:middle line:84%
by big T cubed times
t times big T minus t.

01:08:01.350 --> 01:08:06.790 align:middle line:84%
That turns out to be the
equation for a parabola that

01:08:06.790 --> 01:08:09.310 align:middle line:90%
fits this shape.

01:08:09.310 --> 01:08:11.370 align:middle line:90%
So what is this thing doing?

01:08:11.370 --> 01:08:16.060 align:middle line:90%
This is predicting this shape.

01:08:16.060 --> 01:08:19.520 align:middle line:84%
And we have now to
worry about interest.

01:08:19.520 --> 01:08:23.939 align:middle line:84%
So we have some little
amount of spending

01:08:23.939 --> 01:08:29.779 align:middle line:84%
that occurs at
some time, p star.

01:08:29.779 --> 01:08:31.859 align:middle line:84%
And we need to
consider inflation

01:08:31.859 --> 01:08:34.260 align:middle line:84%
and we need to
consider interest.

01:08:34.260 --> 01:08:39.020 align:middle line:84%
So how much spending
do we do there?

01:08:39.020 --> 01:08:42.740 align:middle line:90%
It's I of t dt.

01:08:42.740 --> 01:08:44.660 align:middle line:90%
How expensive is that?

01:08:44.660 --> 01:08:48.960 align:middle line:84%
Well, we started here when we
were doing our calculation.

01:08:48.960 --> 01:08:51.779 align:middle line:84%
But now this happens
in the future.

01:08:51.779 --> 01:08:53.779 align:middle line:84%
So there's going to be
some inflation that's

01:08:53.779 --> 01:08:55.700 align:middle line:84%
driving the price of
the goods and services

01:08:55.700 --> 01:08:57.620 align:middle line:90%
up that we're trying to buy.

01:08:57.620 --> 01:09:03.540 align:middle line:84%
So we take I of t dt
times the inflation rate

01:09:03.540 --> 01:09:06.420 align:middle line:84%
times the amount of
time that has elapsed.

01:09:06.420 --> 01:09:09.660 align:middle line:84%
And that is how much
we have to spend.

01:09:09.660 --> 01:09:16.130 align:middle line:84%
But then to buy it, we have
to take a loan from the bank

01:09:16.130 --> 01:09:18.689 align:middle line:84%
because they're not
making any money,

01:09:18.689 --> 01:09:21.649 align:middle line:84%
or borrow money
through bond market

01:09:21.649 --> 01:09:25.370 align:middle line:84%
or through some kind of
mechanism of financing this.

01:09:25.370 --> 01:09:27.370 align:middle line:84%
And we're going to
have to pay interest

01:09:27.370 --> 01:09:30.330 align:middle line:84%
on that loan for
this period until we

01:09:30.330 --> 01:09:32.290 align:middle line:90%
can begin making electricity.

01:09:32.290 --> 01:09:35.850 align:middle line:90%
And this is big T minus t.

01:09:35.850 --> 01:09:40.010 align:middle line:84%
So we have another
here, which is I call it

01:09:40.010 --> 01:09:45.370 align:middle line:84%
w which is w for the weighted
average cost of capital.

01:09:45.370 --> 01:09:50.569 align:middle line:84%
And it's like, OK, some interest
rate for bonds, some interest

01:09:50.569 --> 01:09:52.609 align:middle line:84%
rate for equity, some
interest rate for all

01:09:52.609 --> 01:09:56.410 align:middle line:84%
the different mechanisms
which I finance this plant

01:09:56.410 --> 01:09:59.890 align:middle line:84%
weighted over the fraction
of each mechanism,

01:09:59.890 --> 01:10:05.690 align:middle line:84%
it gives you w
times big T minus t.

01:10:05.690 --> 01:10:14.760 align:middle line:84%
So that's our essentially
cost in real dollars

01:10:14.760 --> 01:10:18.080 align:middle line:84%
by the time we get to the end
of the construction project

01:10:18.080 --> 01:10:21.560 align:middle line:90%
for building that single unit.

01:10:21.560 --> 01:10:25.520 align:middle line:84%
And then we're just going to
integrate that from 0 to t.

01:10:25.520 --> 01:10:31.200 align:middle line:84%
So we have 6 times the
overnight cost over T

01:10:31.200 --> 01:10:38.560 align:middle line:84%
cubed times t times
big T minus t times

01:10:38.560 --> 01:10:42.980 align:middle line:90%
e to rt e to the w T minus t.

01:10:42.980 --> 01:10:45.600 align:middle line:90%


01:10:45.600 --> 01:10:46.260 align:middle line:90%
All right.

01:10:46.260 --> 01:10:51.640 align:middle line:84%
And that is equal to what is
called our investment cost.

01:10:51.640 --> 01:10:55.000 align:middle line:90%
This is how much we've got to--

01:10:55.000 --> 01:10:57.600 align:middle line:84%
totally, this is the
amount of the loan

01:10:57.600 --> 01:11:00.920 align:middle line:84%
by the time we get to the end
of the construction period

01:11:00.920 --> 01:11:06.960 align:middle line:84%
that we have to pay off
after we build the plant.

01:11:06.960 --> 01:11:10.480 align:middle line:84%
So why am I like walking
you through this?

01:11:10.480 --> 01:11:14.060 align:middle line:84%
Because I want to
show you how important

01:11:14.060 --> 01:11:18.560 align:middle line:84%
it is not to have delays
during your construction.

01:11:18.560 --> 01:11:20.940 align:middle line:84%
Before I move on to
that, does anyone

01:11:20.940 --> 01:11:24.500 align:middle line:90%
want to ask about anything here?

01:11:24.500 --> 01:11:25.460 align:middle line:90%
Yes?

01:11:25.460 --> 01:11:27.300 align:middle line:84%
AUDIENCE: You said
I was intensity.

01:11:27.300 --> 01:11:29.160 align:middle line:84%
Can you explained
what intensity is?

01:11:29.160 --> 01:11:31.540 align:middle line:84%
PROFESSOR: Yeah, it's
the rate of spending.

01:11:31.540 --> 01:11:36.420 align:middle line:84%
So it's the dollars per unit
time as a function of time

01:11:36.420 --> 01:11:38.900 align:middle line:90%
along your trajectory.

01:11:38.900 --> 01:11:40.700 align:middle line:90%
Yep.

01:11:40.700 --> 01:11:41.200 align:middle line:90%
Yeah?

01:11:41.200 --> 01:11:42.867 align:middle line:84%
AUDIENCE: So it's the
second exponential

01:11:42.867 --> 01:11:47.860 align:middle line:84%
with the w, so essentially
your interest payments.

01:11:47.860 --> 01:11:50.643 align:middle line:84%
Is the assumption, now that you
pay back your loans by the end

01:11:50.643 --> 01:11:53.060 align:middle line:84%
of construction, wouldn't you
take out, I don't know, 20-,

01:11:53.060 --> 01:11:54.012 align:middle line:90%
30-year loans anyways.

01:11:54.012 --> 01:11:55.720 align:middle line:84%
PROFESSOR: We'll get
to that in a moment.

01:11:55.720 --> 01:11:59.700 align:middle line:84%
That's the amount that will
be, if you could pay it

01:11:59.700 --> 01:12:03.580 align:middle line:84%
back the moment you operate,
that would be the balance,

01:12:03.580 --> 01:12:04.680 align:middle line:90%
the balance due.

01:12:04.680 --> 01:12:09.580 align:middle line:84%
Now you're going to
actually pay it back

01:12:09.580 --> 01:12:11.210 align:middle line:90%
over a longer period of time.

01:12:11.210 --> 01:12:14.330 align:middle line:84%
But this is the balance due,
if you will, on the day you

01:12:14.330 --> 01:12:15.330 align:middle line:90%
begin operating.

01:12:15.330 --> 01:12:18.410 align:middle line:84%
It is called the
rate-based cost.

01:12:18.410 --> 01:12:22.770 align:middle line:84%
It's the cost at which you would
set your price of electricity.

01:12:22.770 --> 01:12:25.530 align:middle line:90%


01:12:25.530 --> 01:12:28.970 align:middle line:84%
It's the cost that you
would use to determine

01:12:28.970 --> 01:12:31.690 align:middle line:84%
the price of electricity, that
we could pay off the plant

01:12:31.690 --> 01:12:32.910 align:middle line:90%
by the end of its lifetime.

01:12:32.910 --> 01:12:37.170 align:middle line:90%


01:12:37.170 --> 01:12:38.190 align:middle line:90%
Any other questions?

01:12:38.190 --> 01:12:40.810 align:middle line:90%


01:12:40.810 --> 01:12:42.330 align:middle line:90%
OK.

01:12:42.330 --> 01:12:46.165 align:middle line:90%
So there's the same equation.

01:12:46.165 --> 01:12:47.790 align:middle line:84%
I don't think I need
the board anymore,

01:12:47.790 --> 01:12:49.663 align:middle line:90%
so let me put this down.

01:12:49.663 --> 01:12:50.330 align:middle line:90%
AUDIENCE: Sorry.

01:12:50.330 --> 01:12:51.625 align:middle line:90%
I do have one question.

01:12:51.625 --> 01:12:52.250 align:middle line:90%
PROFESSOR: Yep?

01:12:52.250 --> 01:12:55.990 align:middle line:84%
AUDIENCE: How do we know that
construction costs or intensity

01:12:55.990 --> 01:12:58.957 align:middle line:84%
costs will peak somewhere in
the middle of the construction?

01:12:58.957 --> 01:12:59.790 align:middle line:90%
How do we know that?

01:12:59.790 --> 01:13:01.850 align:middle line:84%
PROFESSOR: Just historical
experience, yeah,

01:13:01.850 --> 01:13:05.170 align:middle line:90%
so it typically looks like that.

01:13:05.170 --> 01:13:11.340 align:middle line:84%
Yeah, so if you have actual
data for how much was spent,

01:13:11.340 --> 01:13:13.920 align:middle line:84%
and you're doing a
retrospective on a plant,

01:13:13.920 --> 01:13:17.080 align:middle line:84%
then you would actually just
generate a big spreadsheet

01:13:17.080 --> 01:13:18.880 align:middle line:84%
and say, in this
period, we spent this.

01:13:18.880 --> 01:13:20.720 align:middle line:84%
And you would do it
period by period,

01:13:20.720 --> 01:13:22.680 align:middle line:84%
and it'd be whatever
shape it is.

01:13:22.680 --> 01:13:26.220 align:middle line:84%
But we're trying to forecast
for different technologies.

01:13:26.220 --> 01:13:29.480 align:middle line:84%
And generally, it
has this shape and it

01:13:29.480 --> 01:13:33.620 align:middle line:84%
doesn't matter all that
much if the shape is exactly

01:13:33.620 --> 01:13:38.680 align:middle line:84%
a parabola or part of a
sine wave or something else.

01:13:38.680 --> 01:13:39.320 align:middle line:90%
Yep?

01:13:39.320 --> 01:13:41.903 align:middle line:84%
AUDIENCE: So with the e to the
wt, is that just assuming we're

01:13:41.903 --> 01:13:44.493 align:middle line:84%
taking out loans as
we go continually?

01:13:44.493 --> 01:13:45.160 align:middle line:90%
PROFESSOR: Yeah.

01:13:45.160 --> 01:13:47.840 align:middle line:84%
And really it does
work that way.

01:13:47.840 --> 01:13:49.560 align:middle line:84%
You have bond
offerings and you maybe

01:13:49.560 --> 01:13:51.960 align:middle line:90%
do an offering every year or so.

01:13:51.960 --> 01:13:54.900 align:middle line:84%
You don't want to borrow all the
money upfront and pay it anyway.

01:13:54.900 --> 01:13:56.720 align:middle line:90%
That would be stupid.

01:13:56.720 --> 01:13:59.080 align:middle line:84%
And even if you did borrow
the money upfront, what

01:13:59.080 --> 01:14:02.200 align:middle line:84%
you would probably do is then
invest it and get interest rate

01:14:02.200 --> 01:14:02.700 align:middle line:90%
returns.

01:14:02.700 --> 01:14:05.440 align:middle line:90%
So it's basically a wash.

01:14:05.440 --> 01:14:06.320 align:middle line:90%
AUDIENCE: Yeah.

01:14:06.320 --> 01:14:07.120 align:middle line:90%
PROFESSOR: Yep?

01:14:07.120 --> 01:14:10.630 align:middle line:84%
AUDIENCE: How might this change
if you're an SMR company in more

01:14:10.630 --> 01:14:13.430 align:middle line:84%
recent years and you're more
funded by VCs rather than loans,

01:14:13.430 --> 01:14:14.430 align:middle line:90%
like a lot of your frac?

01:14:14.430 --> 01:14:15.130 align:middle line:90%
PROFESSOR: It's the same.

01:14:15.130 --> 01:14:16.810 align:middle line:84%
That was the same
question earlier.

01:14:16.810 --> 01:14:19.750 align:middle line:84%
Basically, yeah, so
there's something

01:14:19.750 --> 01:14:21.990 align:middle line:90%
called the debt-to-equity ratio.

01:14:21.990 --> 01:14:25.750 align:middle line:84%
And so a lot of that will
be equity-based financing.

01:14:25.750 --> 01:14:30.930 align:middle line:84%
But the idea is that they
are taking ownership shares,

01:14:30.930 --> 01:14:35.630 align:middle line:84%
and they expect that
there will be some return

01:14:35.630 --> 01:14:38.990 align:middle line:84%
profit from the company,
which you will then

01:14:38.990 --> 01:14:42.690 align:middle line:84%
have to give them because
they own part of the company.

01:14:42.690 --> 01:14:46.910 align:middle line:84%
So it's all the same mechanism
at the end of the day.

01:14:46.910 --> 01:14:48.950 align:middle line:84%
What's changing is really
the legal structure

01:14:48.950 --> 01:14:50.950 align:middle line:90%
of how you get paid.

01:14:50.950 --> 01:14:54.270 align:middle line:84%
But fundamentally,
there's still some return

01:14:54.270 --> 01:14:56.010 align:middle line:90%
that is being promised.

01:14:56.010 --> 01:14:56.510 align:middle line:90%
Yeah.

01:14:56.510 --> 01:15:00.870 align:middle line:90%


01:15:00.870 --> 01:15:02.670 align:middle line:90%
Anyone?

01:15:02.670 --> 01:15:05.950 align:middle line:90%
OK.

01:15:05.950 --> 01:15:20.220 align:middle line:84%
All right, so what you
see here is that the time,

01:15:20.220 --> 01:15:23.620 align:middle line:84%
I've basically
solved this equation.

01:15:23.620 --> 01:15:26.120 align:middle line:84%
And I didn't put the
solved equation up there.

01:15:26.120 --> 01:15:29.700 align:middle line:90%
Do I have it somewhere?

01:15:29.700 --> 01:15:32.540 align:middle line:84%
Well, if you do
the integral, you

01:15:32.540 --> 01:15:36.180 align:middle line:84%
can basically get an
expression for IC times

01:15:36.180 --> 01:15:41.380 align:middle line:84%
a constant, assuming
some values for rw,

01:15:41.380 --> 01:15:43.740 align:middle line:90%
times ON, the overnight cost.

01:15:43.740 --> 01:15:45.712 align:middle line:90%
Does that make sense?

01:15:45.712 --> 01:15:47.420 align:middle line:84%
So the investment cost
is some multiplier

01:15:47.420 --> 01:15:48.600 align:middle line:90%
times the overnight cost.

01:15:48.600 --> 01:15:52.060 align:middle line:84%
And I just want to show you
what happens as the construction

01:15:52.060 --> 01:15:52.740 align:middle line:90%
time goes up.

01:15:52.740 --> 01:15:56.320 align:middle line:84%
Interest rates are fixed,
cost of money is fixed.

01:15:56.320 --> 01:15:59.140 align:middle line:84%
But as the construction
time goes up here's

01:15:59.140 --> 01:16:01.860 align:middle line:84%
what happens to your
investment cost.

01:16:01.860 --> 01:16:07.730 align:middle line:84%
It starts out, it's at 1.1, 1.2,
1.3 and then 2, and 3 times more

01:16:07.730 --> 01:16:09.330 align:middle line:90%
than your investment costs.

01:16:09.330 --> 01:16:13.850 align:middle line:84%
So if you have big
delays, this is a problem.

01:16:13.850 --> 01:16:21.170 align:middle line:84%
So the EIA was saying six years
to build the nuclear plant.

01:16:21.170 --> 01:16:25.250 align:middle line:84%
And it would only cost 40%
more than the overnight costs.

01:16:25.250 --> 01:16:28.330 align:middle line:84%
But in fact, Vogtle
took 14 years.

01:16:28.330 --> 01:16:32.010 align:middle line:90%
And so it's 2.3 times.

01:16:32.010 --> 01:16:35.550 align:middle line:84%
Flamanville and Olkiluoto
cost one was 17 and 1/2,

01:16:35.550 --> 01:16:37.450 align:middle line:90%
the other was 18.

01:16:37.450 --> 01:16:41.050 align:middle line:84%
So they cost about 18--
and they cost about 3 times

01:16:41.050 --> 01:16:42.650 align:middle line:90%
the overnight cost.

01:16:42.650 --> 01:16:47.410 align:middle line:84%
So building your plant
fast is really important.

01:16:47.410 --> 01:16:52.690 align:middle line:84%
And this is why people love the
idea of factory fabrication.

01:16:52.690 --> 01:16:56.410 align:middle line:84%
And so now we've
motivated this idea, stick

01:16:56.410 --> 01:16:58.410 align:middle line:84%
building nuclear plants,
if it's a very slow

01:16:58.410 --> 01:17:01.250 align:middle line:84%
and drawn out process, it's
going to be very expensive.

01:17:01.250 --> 01:17:02.810 align:middle line:84%
If we can get away
from that, you

01:17:02.810 --> 01:17:06.830 align:middle line:84%
can do factory fabrication,
that's much better.

01:17:06.830 --> 01:17:07.330 align:middle line:90%
Let's see.

01:17:07.330 --> 01:17:08.130 align:middle line:90%
Where are we?

01:17:08.130 --> 01:17:12.630 align:middle line:90%


01:17:12.630 --> 01:17:16.590 align:middle line:90%
We have just a couple minutes.

01:17:16.590 --> 01:17:21.910 align:middle line:84%
Let me leave it here
and just say that I've

01:17:21.910 --> 01:17:23.130 align:middle line:90%
done the math for you.

01:17:23.130 --> 01:17:28.510 align:middle line:84%
Assuming that this number is
correct for the construction

01:17:28.510 --> 01:17:32.350 align:middle line:84%
time, and now you can see
what the investment cost would

01:17:32.350 --> 01:17:35.350 align:middle line:90%
be for different technologies.

01:17:35.350 --> 01:17:38.350 align:middle line:84%
And you can see some
trends starting to emerge.

01:17:38.350 --> 01:17:44.890 align:middle line:84%
You can see that solar thermal
is not very interesting.

01:17:44.890 --> 01:17:47.950 align:middle line:84%
We don't see a lot of solar
thermal plants being built.

01:17:47.950 --> 01:17:52.770 align:middle line:84%
You see that nuclear
is still expensive,

01:17:52.770 --> 01:17:55.050 align:middle line:84%
bit remember, this is
only the capital charge.

01:17:55.050 --> 01:17:56.590 align:middle line:84%
We have not done
the full cost yet

01:17:56.590 --> 01:17:59.350 align:middle line:84%
because we haven't done fixed
O&M. We haven't done variable.

01:17:59.350 --> 01:18:01.630 align:middle line:84%
And some of these
might have components

01:18:01.630 --> 01:18:03.660 align:middle line:90%
particularly significant.

01:18:03.660 --> 01:18:07.380 align:middle line:90%
What else is interesting here?

01:18:07.380 --> 01:18:11.052 align:middle line:84%
Carving a hole is
actually fairly expensive,

01:18:11.052 --> 01:18:13.260 align:middle line:84%
which is why you don't see
a lot of coal plants being

01:18:13.260 --> 01:18:14.340 align:middle line:90%
built in the US.

01:18:14.340 --> 01:18:17.020 align:middle line:90%
Fuel cells are super expensive.

01:18:17.020 --> 01:18:24.740 align:middle line:84%
So you can see there is a reason
why solar with tracking or solar

01:18:24.740 --> 01:18:29.600 align:middle line:84%
with tracking and batteries
is being built so crazily.

01:18:29.600 --> 01:18:32.240 align:middle line:90%


01:18:32.240 --> 01:18:34.380 align:middle line:84%
It's just a lot
cheaper to build.

01:18:34.380 --> 01:18:36.300 align:middle line:84%
This is a Vogtle
here at the bottom,

01:18:36.300 --> 01:18:40.900 align:middle line:84%
in case you want the
actual number for Vogtle.

01:18:40.900 --> 01:18:41.560 align:middle line:90%
All right.

01:18:41.560 --> 01:18:47.540 align:middle line:84%
So when we come back, we
will do the rest of these

01:18:47.540 --> 01:18:50.530 align:middle line:90%
and figure out the true cost.

01:18:50.530 --> 01:19:01.000 align:middle line:90%