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submitted 6 months ago by TokenBoomer@lemmy.world to c/world@lemmy.world

"I expect a semi-dystopian future with substantial pain and suffering for the people of the Global South," one expert said.

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[-] dgmib@lemmy.world 2 points 6 months ago

Don’t take my word for it. Look up the numbers for yourself and do the math.

Search for “National GHG inventory {your country}”.

You find a report listing (among a bunch of other things) the amount of electricity generated each year by each method, and the emissions from each. Look up the total TWh of electricity produced by fossil fuels.

Then look at the total TWh from renewables, and rate it has been growing Y-o-Y and extrapolate until it reaches the number needed to eliminate fossil fuels.

You’ll find it will take decades to build enough renewable capacity to replace fossil fuel based electricity generation.

And that’s before you realize that only about 25% of fossil fuel combustion goes to electricity generation. As we start switching cars, homes, industries to electric we’re going to need 2x-3x more electricity generation.

Yes it takes a long time to bring on a new nuclear plant, roughly 7-9 years. If it was remotely realistic that we could build enough renewable power generation in that time to replace all fossil fuel generation then I’d agree we don’t need nuclear. But we’re not anywhere close to that.

It’s also helpful to note too just how much power a nuclear reactor generates. I live in Canada, our second smallest nuclear power plant in Pickering, generates almost 5 times more electricity annually than all of Canada’s solar farms combined. It will take 1000s or solar and wind farms covering and area larger than all of our major cities combined to replace fossil fuels…

…or about 7 nuclear power stations the same size as Pickering.

[-] ammonium@lemmy.world 2 points 5 months ago

Then look at the total TWh from renewables, and rate it has been growing Y-o-Y and extrapolate until it reaches the number needed to eliminate fossil fuels.

You’ll find it will take decades to build enough renewable capacity to replace fossil fuel based electricity generation.

I get ~2 decades when I extrapolate these numbers (from 2010-2023) to get to 2022 total primary energy usage for solar alone.

Energy usage will grow as well, and keeping that growth is ambitious, but it the future doesn't look that bleak too me if you look at it that way.

[-] CanadaPlus@lemmy.sdf.org 1 points 5 months ago* (last edited 5 months ago)

Did you use linear extrapolation, or something else? Because it's an actual paradigm shift happening now, I'd guess some kind of exponential or subexponential curve would be best. That would bring it even faster.

Extrapolation is tricky, and actually kind of weak, although I think it's appropriate here. This XKCD explains it really well, and I end up linking it all the damn time.

[-] ammonium@lemmy.world 2 points 5 months ago

Exponential, it fits the curve very nicely. I can give you the python code if you want to. I got 2 decades for all energy usage, not only electricity, which is only one sixth of that.

I just took the numbers for the whole world, that's easier to find and in the end the only thing that matters.

The next few years are going to be interesting in my opinion. If we can make efuels cheaper than fossil fuels (look up Prometheus Fuels and Terraform Industries), we're going to jump even harder on solar and if production can keep up it will even grow faster.

[-] CanadaPlus@lemmy.sdf.org 1 points 5 months ago* (last edited 5 months ago)

Yes, code please! This sounds amazing.

E-fuels are a big deal, particularly for aviation. Non-electricity emissions are also something to watch. Hydrogen as a reducing agent seems like it can work very well as long as we do phase out fossil fuels like promised, so that solves steel production and similar. Calcination CO2 from concrete kilns is a very sticky wicket apparently, since they're extremely hot, heavy, and also need to rotate, which is challenging to combine with a good seal.

Cheap grid storage is a trillion-dollar question, but I suspect even if new technology doesn't materialise, pumped air with some losses can do the trick, again subject to proper phase-out of dirty power sources.

[-] ammonium@lemmy.world 2 points 5 months ago

Here you go, you'll need numpy, scipy and matplotlib:

from scipy.optimize import curve_fit
from matplotlib import pyplot as plt

# 2010-2013 data from https://ourworldindata.org/renewable-energy [TWh]
y = np.array([32, 63, 97, 132, 198, 256, 328, 445, 575, 659, 853, 1055, 1323, 1629])
x = np.arange(0, len(y))

# function we expect the data to fit
fit_func = lambda x, a, b, c: a * np.exp2(b * x ) + c
popt, _ = curve_fit(fit_func, x, y, maxfev=5000)

fig, ax = plt.subplots()
ax.scatter(x + 2010, y, label="Data", color="b", linestyle=":")
ax.plot(x + 2010, fit_func(x, *popt), color="r", linewidth=3.0, linestyle="-", label='best fit curve: $y={0:.3f} * 2^{{{1:.3f}x}} + {2:.3f}$'.format(*popt))
plt.legend()
plt.show()

Here's what I get, global solar energy generated doubles every ~3.5 (1/0.284) years.

[-] CanadaPlus@lemmy.sdf.org 1 points 5 months ago

Thank you! That does look like a great fit.

So that's just solar, then? Long term, it does seem like the one that's the biggest deal, but right now there's also a lot of wind and hydro in the mix, so that's another point in favour of the assumptions here being conservative.

[-] ammonium@lemmy.world 2 points 5 months ago

Yes, just solar. Hydro is bigger now, but it doesn't have the growing potential. Wind is currently also growing exponential, but I don't see it doing that for 20 more years. And even if it does, it doesn't really make a big difference since exponential + exponential is still exponential. If it grows as fast as solar that would mean we're just a few years ahead of the curve.

[-] CanadaPlus@lemmy.sdf.org 2 points 5 months ago

Sorry for the delay. I'm trying to get this the response it deserves, including gathering figures for Alberta, and some basic mathematical modeling.

[-] CanadaPlus@lemmy.sdf.org 1 points 5 months ago

Alright, I can't seem to find useful numbers anywhere. We went from 50% coal to nil in just a few years, though, so big changes fast are possible. If you're in Ontario, you also have to consider your local renewables penetration was really high to start with, because of those waterfalls.

And yeah, like I said to the other person, exact growth pattern matters. It's probably exponential-ish right now, not linear, because it's just unambiguously cheaper to move to renewables, and so just getting ducks in order to do it is the bottleneck.

[-] dgmib@lemmy.world 2 points 5 months ago

I respect you for doing your own research. People need to understand the scope of the problem if there’s going to be meaningful action.

The reason I’m passionate about nuclear in particular is that only about a quarter of all fossil fuel consumption is from electricity generation.

Most of the rest is burned in transportation, buildings, commercial and residential applications. We have the tech already to switch most of these things to electricity, and eliminate their direct emissions, but that’s not much of a win if we’re burning fossil fuels generate that electricity. Which is what happens today when electricity demand is increased, we can’t just turn up the output of a solar/wind farm in periods of high demand, but we can burn more natural gas.

Switching to electric everything (Car, trucks, ships, heat pumps, furnaces, etc) will increase electricity demand by 2-3x.

Even if renewables growth is held to the exponential-ish curve it’s been so far (doubtful) we still need 15+ years just to get to the point of replacing current global fossil fuel electricity production in the most optimistic case, never mind enough to handle 2-3x demand.

Massive quantities of new carbon free electricity generation is needed to “unlock” the electrification technologies we need to deploy if we going to avoid the worst of the disaster. If we wait until renewables alone get us there it’ll be too late.

The more carbon free energy we can build in the next 20-30 years, the more options we have. Even if we can reach a place of excess capacity, there are a lot of things like DAC and CCS, that we could use it for that today result in more emissions from electricity generation than they sequester.

[-] CanadaPlus@lemmy.sdf.org 1 points 5 months ago

That's fair. Thanks for the intelligent conversation.

this post was submitted on 09 May 2024
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