Exploring strategies to decarbonize electricity
blog.google
blog.google
"A megawatt-hour of electricity is about the amount a household uses in a month."
That is the elephant in the room. Our household of three adults can comfortably live on about one sixth of that amount.
Who can tell me with a straight face that living comfortably on three times our electricity consumption is impossible, even in a harsher, less moderate climate? That alone would reduce US household consumption by 50%!
I applaud Google for coming up with this tool. I also hope it will open its eyes to the feasibility of changing people's consumption patterns.
Sure, they get to skip a few steps on the ladder, and start out with LED lights and cheap insulation materials etc, but an energy efficient dish washer is more expensive than a less efficient one, and a well-insulated house is more expensive than one less so.
Yes, we should keep demanding better and more efficient solutions, to make sure they get developed, but the only responsible thing to do is to prepare for a future where global energy consumption is going up by quite a bit.
1MWh charges a Tesla Model S with a 100kWh battery 10 times, giving you 5400km of range.
If two people in a household are commuting 135km/day each for 20 days/month in a Tesla Model S, electrical energy consumption of the household doubles.
5400 km in a gasoline-powered vehicle at 20 mpg or 14 liters per 100 km is 756 liters or 167.8 gallons of gasoline, and at 33.7 kWh per gallon, that's 5.655 MWh.
The commutes multiply the energy consumption by more than a factor of 5. You shouldn't feel good about turning off an LED bulb and using a lamp instead if you also enjoy driving to work in your pickup truck.
This is a big problem if everybody wants to charge at peak times. But most people charge overnight. Smart chargers and smart grids will ensure that loads get balanced and there isn't a huge spike in demand at 7PM when everyone plugs in as they get home from work.
In a future where grids are supplied largely by renewables and nuclear, EVs will benefit the grid by soaking up excess supply at off-peak times. When they're plugged in, they're effectively storage batteries on wheels.
When I was growing up, we had neither heating, nor cooling. Summer temperatures would hit 40 deg Celcius. Winter temperatures would hit 1 deg celcius. It was supremely uncomfortable for much of the year and an active distraction against achievement.
Now I am well off and lead a comfortable life with climate control at my fingertips should I desire it. I would not willingly go back and definitely not have my child grow up that way.
On the other hand, if the cost of things currently roughly depicts the environmental impact the things have, then it might not make sense to invest in energy saving with current technologies as that could have a very long payback time in environmental impact too.
A carbon fee/tax/floor would be required to make things reflect their true cost in terms of climate change, this can be simulated in the app. Note that this isn't spending more money (at least up to the estimated social cost of carbon), since due to the externalities that cost is already being borne by sociery
It's not hard to imagine how a household could use that. Two long how showers per day per person, air conditioning / heating, a pool heater, a fridge, another fridge in the garage, a deep freezer in the back room. Some people have multiple always-on PCs and screens.
And now we're expecting everyone to recharge their car at home too.
Point is, it is possible to change those consumption patterns. Quoting from your example:
* heating: 67°F should be fine in winter. replace by natural gas where possible. invest in appropriate insulation and ventilation. Look at how much of northern Europe does it.
* air conditioning: use less and more recent airco. 76-77°F should be fine in summer.
* pool heater? just switch it off, or at the very least switch to a more efficient source of heating
* cut the second fridge in the garage, or at the very least, replace it with something efficient
* use an efficient freezer
* Check what machines have to be always on. Use something efficient for the things that really have to be always on.
I'm quite sure something along these lines would have cut more than 2/3 of the electricity consumption of this average American household.
It is physically possible to make these changes. I concede that it would not be easy to convince the people to actually make changes in this direction, but it can be done!
Replacing electric heating with natural gas isn't really valid as a long-term carbon solution. Certainly it's more efficient than using electricity produced from fossil sources, but it won't benefit from future grid improvements/decarbonisation. Heat pumps can deliver efficiency/cost comparable to gas in many countries.
Natural Gas heating is very common in the UK, but we're going to have to get rid of it eventually to meet climate goals.
The very low cost of gas also encourages people to burn more of it and overheat their homes (not uncommon to see flats with the boiler running and the windows simultaneously open for ventilation!). If we were thinking long-term, as you said, we're better off investing in better insulation and ventilation (MVHR).
This has to be the biggest offender of all the mentioned items.
The lower bound of heat required to raise the temperature of a 10mx6mx2m pool by 5 degrees Celsius is 700kWh, that's over 200kWh in electricity using a heat pump.
Fyi solar pool heating is a much cheaper option. They sell inexpensive unglazed plastic collectors specifically for this purpose. Reducing or eliminating that pool heating load should dramatically cut the PV system cost.
http://www.builditsolar.com/Projects/PoolHeating/pool_heatin...
But to be fair, the collectors probably weren't big enough for the size of the pool. And the technology has probably also improved a lot since then - it was a pretty ancient set up.
PV is certainly more expensive but it has other utility besides just reducing the pool heating costs, as it will be able to generate reasonable energy year round for them (at ~45 deg latitude). If they didn't already have the heat pump then thermal might make more sense!
I folded u my temperate-climate clothes and put them away. They all went mouldy.
Although, I suppose that's just a knowledge / behavioural issue.
You turn each BI account into a bank. So I can pay with my BI as a debt using an escrow account. The payee could then redeem the value for cold hard cash, or if they hold it and use it as money they get interest based on the value I continue to add to the account.
An expense is a payment using BI that is redeemed for value instead of held as currency.
This would encourage good savings patterns and also encourage lowering the potential debts that might become redeemed. This empowers the service providers to punish overusage of resources by redeeming values instead of holding them. You could also build into the contract an enforcement to just punish those that use the most resources by auto redeeming there values.
In the end these punishments don't kill people, but they should incentivise more humans to lower the amount of resources they use with that slight gamification.
And she's one of these save the whales type. And she wasn't working (receiving welfare) and I was paying the utility bills.
So I asked her to move out. Which doesn't solve the problem, just relocates it.
Point being, people don't know. And that's ok, there's plenty of stuff I don't know. We just need to engineer solutions to these problems. And maybe some of that is social engineering. But in the mean time: I give up.
I consume ~8MWh/year in the UK. 1.5MWh of that is electricity, but the other 6.5MWh is gas mostly used in the winter months to keep warm. I set the temperature in my house to 17C (63F). I did go through a previous winter at 15C, but it just became too uncomfortable.
The real difference is that OP probably lives in a well-insulated house in a moderate climate. In the hot, humid parts of the southern US, it's common to use 50 kWh/day just to keep the house liveable.
We live in a (renovated) townhouse/terraced house in a moderate climate indeed, with good insulation and ventilation.
Limited always-on electric components here: fridge/freezer, internet modem, phone base station and ventilation system. No big screens. Cooking is electric though.
A carbon fee and dividend. Price carbon at its true cost and let the market decide! There is important work being done by Citizen's Climate Lobby. CCL is incredibly effective, but we need the help of the creative minds and energies of HN. Check out citizensclimatelobby.org to get involved in your local chapter.
The predictions for global warming are generally based around emissions peaking within the next five years and then declining (RCP 2.6). A peak around 2040 (RCP 4.5) results in a 3-4 C rise over the next 30-40 years causing widespread deaths[1]. The 2003 European heat wave was a +5-10 C anomaly that killed over 70,000 people; every heat wave would become that severe. Summers and winters would kill tens of thousands of people. Postponing will only lead to a weaker economy and higher death toll.
And regardless, the US is already behind almost every major country on renewable energy, including china and india. We're already playing catch-up.
[1]: https://www.greenfacts.org/en/impacts-global-warming/l-2/1.h...
See [https://en.wikipedia.org/wiki/Demographic_transition] for more on this (damned near universal) phenomenon.
I appreciate your point that other nations have also experienced explosive population growth. However, it's hard to find that persuasive when the end result is two countries having over a third of the world's total population. Especially when neither of those countries are ones that you cited as having had their explosive growth before the rest of the world. It's difficult for to see that as something that happens with responsible domestic policy.
You seem to view the mid-19th to early-20th centuries, when Europe temporarily had about 1/3 of the world's population because it went into its demographic transition so early, as a good baseline. It is not.
The reason I mentioned Europe having gone into its explosive growth so early is that it was so early that it affects your assumptions, such as that Britain "should" have a quarter instead of a twentieth of the population of China.
[1] https://www.census.gov/population/international/data/worldpo...
Do you have any sources for this claim? From what I understand, the science does not support this claim. I've seen models predicting 200ft sea level rises, a drastic increase in deserts, and a possible failure of our current agricultural system, among other things. These are undoubtedly bad, but are far from rendering Earth "uninhabitable".
An echo from a previous comment: https://news.ycombinator.com/item?id=14710571
(disclosure, I work at Google, but not in any way related to this project)
Let's say the US and Russia have assessed the costs for all gods and services and want to levy them on all products foreign and domestic. Would those taxes/levies amount to "trade barriers" or is there a loophole around that?
I'm talking about the 7.2 megawatt-hour sodium-sulfur battery systems that islands like Reunion adopt, or Japan's 34-MW, 245-MWh wind energy stabiliser.
Installing local generation systems and removing the burden on the national grid systems which lose so much energy to transmission will also have an impact that I think is not calculated here in the visualisation graph.... it can make up to 6-9% of a difference! This figure can be up to 20% in undeveloped countries.
...but I have not read the paper - maybe those effects are mentioned there
If you play with it here:
https://google.github.io/energystrategies
Click "Explore Future Assumptions" and you can toggle storage on and off. As expected, you can't rely solely on solar and wind when the storage toggle is off.
Not quite. You can end up with a model where there's excessive power during some parts of the day and not enough power during other parts; energy storage would allow using the peaks to fill in the troughs.
It usually doesn't play a very large part (I was only able to get it up to ~$2/mWh) but it certainly counts.
Tesla has some of the largest utility scale battery storage systems in the world deployed:
http://www.businessinsider.com/tesla-powerpack-uses-2017-7/#...
This tech looks _way_ more promising and it's already in use now:
Molten salt storage https://www.scientificamerican.com/article/new-concentrating...
I have no idea the costs, but I'm sure if ramped up it could be cheaper.
Starting points include getting past the belief that happiness or society depends on electrical power as much as it does. We need some, but nowhere near what we're using.
Also accounting for costs that are currently externalized.
My lights use 8.5 Wh apiece.
The notion that consumer savings will make a dent in our problem has a few problems with decimal places. This is, by-and-large, a capital-driven problem. It's probably true that a reduction of individual consumption of stuff would be more beneficial than our energy use, too...but then that creates a new problem for that capital, too. So not only is avoiding the collective-action problem probably easier, but it's more effective, too.
2. How many aluminum smelting plants are there? How many light bulbs? The decimal places seem to go the other way.
This Wikipedia page -- https://en.wikipedia.org/wiki/List_of_aluminium_smelters -- lists a bunch of aluminum smelters. While it says it's incomplete, its existence implies it has most of them. I doubt there is a page listing all the light bulbs. Once habitualized, turning them off takes negligible extra time or effort.
3. I don't mean to be flippant, but are you arguing against conservation?
This chart is old, but has a nice quick visualization of where you might want to focus.
https://www.epa.gov/sites/production/files/styles/large/publ...
At least showing that for residential use, upgrading your AC, refrigerator, etc is probably higher impact than focusing on lighting.
2. OK. Aluminum smelters and oil refineries and frigging box factories and everything else. Start summing up. Those numbers don't show what you want them to show, I'd wager.
3. I'm arguing that it is a hell of a lot better to go after the people who actively benefit from disproportionate use because they are causing the deepest externalities.
https://en.m.wikipedia.org/wiki/Electricity_sector_in_New_Ze...
Aluminium per year: 720000GWh
20W (100W equivalent CFL) Lightbulb on half the year: 87.6KWh
Aluminium = 8.21917808 × 10e9 lightbulbs
Probably wrong in many ways, but I'll post it here anyway.
Then again your lights used 40-60w apiece just few years back.
Going to Mars requires a large organization (or a bunch of them) creating significant incentives for people to work on that goal, i.e., paying $bignum to many employees and suppliers - or it's not going to happen.
In the exact same manner, practically reducing energy consumption would require a large organization (or a bunch of them) creating significant incentives for people to reduce consumption, e.g. governments enforcing a significant carbon tax that raises the cost of electricity so much (or some other policy that brings visible, practical impact on each particular individual depending on their actions) that untold millions of people will be strongly motivated to change their habits - or it's not going happen.
Concrete-based construction is popular because it is easy, fast and cheap, but the hidden costs are the massive associated emissions.
Timber by contrast is harder to work with, but locks the carbon into the building, which hopefully will remain standing for many decades.
Also if your goal is just to reduce carbon in the atmosphere you literally DO chop down trees and make sure they don't rot (timber into lumber and plywood) and the you can bury them under a sarcophagus or something.
In short, if your utility is building vs removing carbon from the atmosphere, you choose what to do.
Why don't people do this on a planet wide scale?????? What is the downside? Seems it would be an amazing natural carbon sink. What are the downsides and obstacles?
If private companies planted trees they could monetize all that timber also!!
The early plants (billions of years ago) went through a few generations before other organisms evolved to feed on their carcasses, so they just ended up buried deep underground, trapping their carbon (and lowering the carbon concentration in the atmosphere) until we came along and decided to dig them up and burn them, throwing all that carbon in the air again.
You might be understating the time frame here a little bit. Most estimates I have read said it took about 60 million years before evolved the ability to break down lignin.
https://www.scientificamerican.com/article/mushroom-evolutio...
But where to plant them? Around here(rural Wisconsin) anything that isnt roads, houses, or farmland is trees. Trees require the same soil as food.
They could plant more in the city, which would lower air conditioning costs by providing shade. But mature trees are a safety hazard, as they can fall during storms.
Are you telling Indians or Africans that they cannot even have electric cooking? Coal stoves kill thousands each year. Remember, you guys only have like 5% of the population.
You can limit your consumption -- it is grotesque -- but much of the rest of the world don't even have one lightbulb.
It's actually cheaper too, though there's an up front investment needed. Some charities are selling the devices in exchange for the weekly kerosene outlay, so that the project is self funding.
Until then, the energy your aunt Sally uses to run her AC pales in comparison to the amount of wasted energy being sent into space every second and so it's always worth doing research to capture that excess. There are plenty of rungs on the energy ladder before then, too:
https://en.wikipedia.org/wiki/Orders_of_magnitude_(energy)
In particular, capturing 100% of the solar energy hitting just the Earth would get you 10000x the US' electricity consumption in 2009. At those ratios, saving energy is just a bad idea compared to capturing more: If a key scientist has to spend even 1 day sorting his recycling or hunting for a more efficient AC, you may have already lost out.
"100% of Earth's inefficiently-allocated incoming solar energy" is too subjective to earn a Wikipedia entry, but I assume it's a substantial fraction of the entire "100% of Earth's incoming solar energy".
The Google model suggests $2200/kW is the build price point at which all carbon emissions will be displaced.
To give an idea of the cost of nuclear, the UK is currently building it's first new nuclear station since the 1990s (Hinkley Point C), at an expected cost of £20.3b ($26.3b) for 3200 MWe capacity. That's $8230/kW - almost 4x more expensive than what's needed!
>...The levelized cost of electricity (LCOE) is a measure of a power source which attempts to compare different methods of electricity generation on a consistent basis. It is an economic assessment of the average total cost to build and operate a power-generating asset over its lifetime divided by the total energy output of the asset over that lifetime. The LCOE can also be regarded as the average minimum cost at which electricity must be sold in order to break-even over the lifetime of the project.
https://en.wikipedia.org/wiki/Cost_of_electricity_by_source
According to the chart in the wikipedia article, Hinkley Point C will have a strike price of about £93 per MWH. In comparison, ground solar is 80 onshore wind is 62 and offshore wind is 102.
Note that the Hinkley C strike price is set in 2012 currency and will be adjusted for inflation, so will actually be significantly higher when it goes into operation.
It can't be directly compared to wind strike prices for current projects which are priced in the year they go into operation.
Offshore wind prices are falling rapidly due to intense competition, new technology, and economies of scale. Nuclear, not so much!
http://www.telegraph.co.uk/business/2016/10/02/cut-throat-co...
You can, of course, argue that baseload is more valuable than intermittent sources, but also remember that nuclear doesn't scale well - that strike price will still be paid in the middle of the night when there is low/no demand for the energy its producing. (For that reason, storage will help us make more efficient use of nuclear as well as renewables)
Wind is already a very significant energy source in the UK, supplying up to 50% of all demand on the windiest days, and 11.5% of all overall demand in 2016.
In a sense. But as I said, the low capacity factors will add in lots of additional cost if wind or solar is expected to some day be a significant source of power. For example:
>... In June 2011 several energy companies including Centrica told the government that 17 gas-fired plants costing £10 billion would be needed by 2020 to act as back-up generation for wind. However, as they would be standing idle for much of the time they would require "capacity payments" to make the investment economic, on top of the subsidies already paid for wind.
https://en.wikipedia.org/wiki/Wind_power_in_the_United_Kingd...
If by ramping up wind power the country must spend huge amounts of money for capacity payments because the plants will (hopefully) sit idle, then that cost should be added to the cost of wind. Anything is better than using coal, but people should be honest about the real costs of their choices.
>...You can, of course, argue that baseload is more valuable than intermittent sources,
Is this actually a point that anyone disagrees with? As Bill Gates said in an interview "…They have this statement that the cost of solar photovoltaic is the same as hydrocarbon’s. And that’s one of those misleadingly meaningless statements. What they mean is that at noon in Arizona, the cost of that kilowatt-hour is the same as a hydrocarbon kilowatt-hour. But it doesn’t come at night, it doesn’t come after the sun hasn’t shone, so the fact that in that one moment you reach parity, so what? The reading public, when they see things like that, they underestimate how hard this thing is. So false solutions like divestment or “Oh, it’s easy to do” hurt our ability to fix the problems. Distinguishing a real solution from a false solution is actually very complicated."
https://www.theatlantic.com/magazine/archive/2015/11/we-need...
>...but also remember that nuclear doesn't scale well - that strike price will still be paid in the middle of the night when there is low/no demand for the energy its producing.
"low/no demand"? What developed country on this planet has no demand for electricity at night? For example, in the New England area, on an average day the demand for electricity varies from about 11 to 17 GW. With the coming electrification of the vehicle fleet, I don't think electricity usage will decrease at night. In terms of grid stability, nuclear doesn't have a problem with load following, but since the fuel cost is so minimal, it is more economic to not do that.
>... (For that reason, storage will help us make more efficient use of nuclear as well as renewables)
I don't think anyone disagrees with that. (Gates is investing in 4th gen nuclear and energy storage companies so he is putting his money where his mouth is.)
>...Wind is already a very significant energy source in the UK, supplying up to 50% of all demand on the windiest days, and 11.5% of all overall demand in 2016.
50% of all demand on windy days? Do you have a citation for that? I would think that might be true for Scotland, but kind of surprising to me if it is true for the entire UK.
That was highly wishful thinking on behalf of gas plant operators. In fact, I believe only one new CCGT plant (Carrington) has been commissioned in the UK since 2010, and during this time several older plants were closed. No further gas plants are currently under construction in the UK or seem likely to be built in the near future, despite very low gas prices.
Storage technology and interconnects (including reversible interconnects such as the North Sea Link to Norway) are likely to be the better solution to intermittentcy.
> Is this actually a point that anyone disagrees with?
Baseload is an important part of the grid infrastructure, but it doesn't make sense to over-build it...
> In terms of grid stability, nuclear doesn't have a problem with load following, but since the fuel cost is so minimal, it is more economic to not do that.
Nuclear can not follow load like a gas turbine can! Sure, a few plants in France are built with the ability to scale down to 50% power or so (essential because of their high percentage of nuclear) but the vast majority around the world operate only at their full rated power.
Even when designed to ramp, it takes time to reduce and increase power in a reactor (hours rather than minutes, like in a gas turbine) and these ramps are performed to a schedule rather than in real-time response to grid demands.
> "low/no demand"? What developed country on this planet has no demand for electricity at night?
Supply can easily exceed demand at off-peak times if you have too much inflexible baseload power. Thus there would be no demand for the power produced from additional nuclear power plants at night.
It doesn't make sense to build expensive baseload just to satisfy demand peaks. There are cheaper options.
> 50% of all demand on windy days? Do you have a citation for that?
Sorry, it was 50% renewables, including solar and biomass. Source: http://www.bbc.com/news/business-40198567
We are now regularly over 50% for combined low-carbon sources, including nuclear, however.
Playing around with Google's tool without changing any defaults, I'm able to get lower carbon emissions at the same cost by setting the nuclear level to the minimum demand, compared to using lots of wind/solar and filling up all the rest with gas.
Yes, as is the Google model. They suggest that if a 24/7 carbon-free energy source could be built at a capital cost of $2200/kW, then it would displace all carbon emissions within 27 years.
My point is that capital cost of nuclear is currently far above that level, which is why little nuclear is getting built (in most of the world) today.
Also, the operating cost of nuclear is high compared to most renewables! Particularly when you account for substantial end-of-life decommissioning costs, and the cost of secure waste storage far into the future.
(The decommissioning costs for the UK's MOX reactors is close to $100 billion)
Their paper's abstract does say: "DOSCOE shows that to cost-effectively remove the last 10-20% of fossil fuels requires a moderate price on carbon and either low-cost nuclear power or carbon capture and sequestration. Alternatively, a hypothetical zero-carbon source needs to have a net present cost less than $2200/kW (with a 100% capacity factor) to displace existing fossil-fuel plants."
You're right. I meant that the Google abstract: the $2200/kW figure referring to capital cost.
Interestingly, the UK has enormous potential for tidal lagoon energy. These developers claim that it would be the cheapest energy of all new UK power projects:
But you're right that somehow we lost ability to build nuclear power stations without going over budget several times.
Comparative costs: http://www.world-nuclear.org/information-library/economic-as...
The moment it becomes unfashionable to bash it is the moment R&D can drive the cost down, as in every other area of technology.
http://www.realclearenergy.org/articles/2017/08/10/the_nucle...
The cost to build the plant must be amortized over it's lifetime, plus the operating expenses required to operate.
By some previous calculations of mine, it looked like BEVs had 10k miles worth of CO2 baked into the batteries, but I honestly have no idea if that is correct or not.
1: https://www.theguardian.com/environment/green-living-blog/20...
"Over the vehicle’s lifetime, however, the global warming emissions benefits of driving on electricity far outweigh the emissions costs of vehicle manufacturing; most EVs “pay back” their production emissions within one or two years of driving, a period that will shorten as electricity grids get cleaner.
Read more about manufacturing emissions in our in-depth analysis of life cycle EV emissions, "Cleaner from Cradle to Grave" (2015)."
http://www.ucsusa.org/clean-vehicles/electric-vehicles/ev-em...
(They also have an interactive tool, but it only does mileage based on your local grid and vehicle, not manufacturing)
I think as a way of exploring regulatory goals they're fascinating - very few situations does someone set up a simulation of the impact of a law and give laypeople knobs and buttons to play with to see how it would work.
And it crashes on my iPad after few seconds.
Then the flue gases we currently emit can be re-used as reagents in algae bioreactors to produce biodiesel.
Oh, i forgot. Google is here to make money. They might write some blog posts about CO2, but will not use their leverage to change things. That would damage the bottom line.
Why is it that all the big companies are 100% driven by short term profits? Maybe our understanding of capitalism isn't so great after all. We need more responsibility.
Oh, Hi Google!
All forms of obtaining energy for use in machines have heat as a byproduct.
How long can we sustain that?
Solar panels also add heat to the Earth, since they are black and absorb more solar radiation than a lighter-colored surface. This is also extremely minor compared to fossil emissions.
http://dailycaller.com/2017/08/02/exclusive-al-gores-home-de...
Also, don't plants breathe carbon? Wouldn't this imply that there would be a biological feedback loop (more carbon means more plant growth)?