[HN Gopher] Satellite powered estimation of global solar potential
       ___________________________________________________________________
        
       Satellite powered estimation of global solar potential
        
       Author : jonbaer
       Score  : 256 points
       Date   : 2024-12-19 20:44 UTC (1 days ago)
        
 (HTM) web link (research.google)
 (TXT) w3m dump (research.google)
        
       | HocusLocus wrote:
       | "We lose a little on each transaction, but make up for it in
       | volume."
        
       | janitorHenry wrote:
       | Builders: optimize energy capture, put roof planes directed south
       | (in northern hemisphere).
        
         | elric wrote:
         | That's terrible advice unless it's tied to local energy
         | storage.
         | 
         | When every roof and every solar panel is angled the same way, a
         | sudden cloud (or a sudden lack of clouds) can cause huge
         | fluctuations in power output. Diversity is protective.
        
           | cjbgkagh wrote:
           | Unless there is something I'm missing, the sun still shines
           | from the same direction regardless of the cloud coverage so
           | I'm not sure how having panels pointing in other directions
           | could improve the matter. Perhaps there is a case for
           | optimizing panel area for different times of day but since
           | panels are so relatively cheap it seems the advice is just to
           | get more panels than spend much time worrying about such
           | things.
        
           | jcgrillo wrote:
           | Are you signing up to point your panels north and take a 30%
           | efficiency hit? Or east/west for a 15% penalty? People point
           | them south because it's the most efficient fixed orientation
           | north of the equator. A more efficient solution is to use a
           | tracker which keeps them pointing directly at the sun as it
           | traverses the sky.
        
             | elric wrote:
             | Not every roof allows for perfect southward angling
             | (obviously).
             | 
             | And I'm obviously not saying that you should point panels
             | north either. I'm disputing the parent commenter's claim
             | that it would be beneficial to have all panels aimed
             | directly due south. Because that way you get one strong
             | peak at noon, which is the time of day when solar energy is
             | most abundant but also least used.
        
             | toast0 wrote:
             | Pointing west is a reasonable option in California.
             | Pointing west reduces production, but also shifts it later
             | in the day, and addresses some of the duck curve.
        
             | lostlogin wrote:
             | It might be that south gives you the most electricity (I'm
             | southern hemisphere so north for me), but if you're after
             | power for yourself, early am and late PM energy generation
             | is very helpful.
             | 
             | A battery helps negate this issue but not entirely.
        
             | PaulDavisThe1st wrote:
             | The potential for mechanical failures in trackers makes
             | them quite unpopular now (unlike in the 70s when they first
             | started to appear, and seemed like an obvious win).
             | 
             | You're better off just adding however many extra fixed
             | panels you need to make up for the lack of tracking (and
             | its normally not very many).
        
           | dzhiurgis wrote:
           | This problem has been know for well over a decade...
        
         | szvsw wrote:
         | There's not always a lot of freedom to control roof angles like
         | that - it might eg be directly determined by the orientation of
         | the street - and even if there is, it might come into conflict
         | with other thermal considerations. For instance, perhaps
         | orienting the building such that the roof midline is E/W and
         | the surface is due south results in more windows pointed due
         | south, which in turn drives much more solar gain on the
         | interior and greater cooling loads as a result - maybe the
         | increased solar output outweighs those gains, maybe it doesn't.
         | You have to run some thermal sims to check. On the other hand,
         | you will have more solar gains in the winter, which will
         | decrease your heating demand.
         | 
         | So it's not universally applicable - but it is absolutely true
         | that it will increase solar output!
        
           | PaulDavisThe1st wrote:
           | > more windows pointed due south, which in turn drives much
           | more solar gain on the interior and greater cooling loads as
           | a result
           | 
           | C'mon ... people figured this out in 70s ... and centuries
           | before that in various parts of the world.
           | 
           | You put a shade above the window the excludes direct summer
           | sun, but allows direct winter sun to enter the window. The
           | angle and extent of the shade depends on where you are in the
           | world.
           | 
           | On my old adobe in New Mexico, a roof at about 30 degrees
           | with about an 18" overhang prevents all direct summer sun
           | from entering our south facing windows, but provides 6-10F of
           | additional ambient temperature during the winter from direct
           | sunlight.
        
             | szvsw wrote:
             | Oh I'm totally with you! There is a long and storied
             | history of passive design strategies, and exterior shading
             | is one of the oldest ones out there!
             | 
             | But what I stated is plainly true, and many people simply
             | don't want exterior shades (or just don't think about it).
             | 
             | The point I was trying to make was just that there are
             | thermal implications to the orientation, and you should
             | think those through (using thermal simulations can help
             | detect these issues) and come up with appropriate
             | strategies (thermal simulations can help validate them).
             | Maybe you don't want shades, but you would be okay with
             | emissivity coatings for your windows. Or maybe you just
             | want to position windows on both sides of the home with
             | continuous air volumes connecting them to promote natural
             | ventilation. Maybe you can take advantage of thermal mass.
             | The list goes on...
        
               | PaulDavisThe1st wrote:
               | I was not describing exterior shading. The terminology is
               | hard. I was describing overhangs that create shade during
               | the summer.
        
               | szvsw wrote:
               | Overhangs are considered exterior shading in the
               | industry/practice/academia. Any obstruction that prevents
               | solar gains by blocking radiation from entering the
               | window falls within the general category of external
               | shading, whether that's a fancy high tech actuated
               | shading system, a grille, a simple awning, a structural
               | overhang, vertical fins, etc.
        
               | PaulDavisThe1st wrote:
               | A structural overhand is viewed by _homeowners_ as
               | something utterly different from everything else you 've
               | mentioned there.
        
         | edent wrote:
         | That isn't quite true.
         | 
         | Electricity use is more common in the evening, so west facing
         | panels do really well because they offset demand.
         | 
         | We have an East/West split on our panels and they're excellent
         | for providing instantly useful electricity as opposed to stored
         | electricity.
        
       | ben_w wrote:
       | Nice to see, I hope it helps people get more cheap energy.
       | 
       | All I have are nits to pick:
       | 
       | > 10.7k TWh globally
       | 
       | This brings back memories of the time I almost shortened
       | "thousand kilometres" to "kkm".
       | 
       | Also, and this is not a criticism of Google, the IEA link on that
       | text looks suspiciously like the IEA is still forecasting linear
       | deployment of PV between 2025 and 2035, despite at least a decade
       | of people pointing at it being historically exponential and
       | asking why they don't assume the exponent will continue -- I'm
       | expecting about double their number for PV by 2035, if trends
       | continue.
        
         | jjcm wrote:
         | > 10.7k TWh globally
         | 
         | Agree I hate this, but at the same time I don't know if I would
         | have groked it correctly on first read if it had listed
         | "10.7Pwh globally". We simply aren't exposed to numbers at that
         | scale on a regular basis.
         | 
         | Not sure what the correct solution is here.
        
           | geepytee wrote:
           | The correct solution is 10.7Pwh. We are often exposed to
           | 'Peta' when dealing with data.
           | 
           | https://en.wikipedia.org/wiki/Metric_prefix
        
           | jeffbee wrote:
           | EIA Electricity Monthly gives data in certain tables in terms
           | of either million kWh or "thousand megawatthours" which isn't
           | even English. Let's just use J.
        
           | psychoslave wrote:
           | I was reading
           | https://en.wikipedia.org/wiki/International_System_of_Units
           | and a few related the other day for fun and pleasing moment,
           | and one thing I retained from that is that "The kilogram is
           | the only coherent SI unit whose name and symbol include a
           | prefix." Also that the standard explicitly forbid redundant
           | use of prefixes like kilo-kilo-.
           | 
           | I guess that if you want to stick to TWh you can use
           | 
           | - 10700
           | 
           | - 10,700
           | 
           | - 10.7x103
           | 
           | - 1.07x104
           | 
           | - 10.7e3
           | 
           | - 1.07e4
           | 
           | - 29E816
        
           | Veserv wrote:
           | SI prefix words are just kind of silly. We should just use
           | the exponent as a number instead of having a different word
           | for every 3 zeros. 10.7 E15 Wh or something similar.
           | 
           | Scales to everything, you do not need to know any mapping,
           | and directly supports mathematical manipulation.
           | 
           | We should also do the same for large number words in general.
           | No thousand, million, billion, etc. E3, E6, E9, etc. Now you
           | can count and represent any meaningful number without needing
           | to memorize a dictionary of words and they would precisely
           | match the unit scale "words".
        
             | ant6n wrote:
             | You mean 1.07E16
        
               | vermilingua wrote:
               | It's pretty common in some contexts to only use Es for
               | powers of 1000, so 100,000,000 is 100e6 rather than 1e8.
        
               | SAI_Peregrinus wrote:
               | That's commonly called engineering notation.
        
             | rabidrat wrote:
             | I agree! I use ^3 etc for the notation: https://saul.pw/mag
        
           | mjan22640 wrote:
           | Joules is the solution to both the problems (the second is
           | that Wh for energy is as silly as speed hours for distance)
        
             | XorNot wrote:
             | Watt-hours is a perfectly pragmatic unit. Measure
             | instantaneous power and multiply by a common human unit of
             | time. It's easy to compare.
        
               | ben_w wrote:
               | Part of me is tempted to suggest kilograms as a unit of
               | energy.
               | 
               | 428.6 kg relativistic mass-energy equivalent: https://www
               | .wolframalpha.com/input?i=10.7PWh%2F%28c%5E2%29
               | 
               | But then, I am a silly person.
        
             | sbierwagen wrote:
             | >(the second is that Wh for energy is as silly as speed
             | hours for distance)
             | 
             | This would be a devastating own if a single Joule wasn't
             | exactly equal to a Watt-second.
        
           | sneak wrote:
           | Well, given that the intent is to communicate, using GWh is
           | probably ideal. 10.7 million GWh is probably the easiest to
           | understand and compare, given that GWh is probably the most
           | commonly used unit for this purpose.
        
           | PaulDavisThe1st wrote:
           | We should be. Why? Because reasonable estimates of the amount
           | of extra energy contained within the atmosphere due to
           | anthropogenic effects are in the single digit petawatt range.
           | It's a number everyone should be carrying in their heads.
           | 
           | Put a different way: the total annual harvestable solar yield
           | is within an order of magnitude of the energy we've caused to
           | accumulate inside the atmospheric boundary. Think about that,
           | for a second or two.
        
         | rcMgD2BwE72F wrote:
         | >despite at least a decade of people pointing at it being
         | historically exponential and asking they don't assume the
         | exponent will continue.
         | 
         | So crazy and true. Sources:
         | 
         | https://www.economist.com/interactive/essay/2024/06/20/solar...
         | 
         | https://www.exponentialview.co/p/the-forecasters-gap
         | 
         | 7 years ago (!): https://xwpxpfefwalgifkr.quora.com/A-modest-
         | proposal-to-the-...
        
         | Retric wrote:
         | Both linear and using the current exponent are likely to be
         | wildly off.
         | 
         | If you assume it's ~26% annual growth now, and drops by 2% per
         | year so 24% next year then in 10 years you'll see 4.25x last
         | years installs and the cumulative initiation over the next
         | decade is 2.8x a linear estimate.
         | 
         | IMO that's probably a reasonable ballpark, though capacity
         | factors are an open question as they could fall dramatically or
         | maintain fairly steady depending on how much grid storage shows
         | up.
        
         | akira2501 wrote:
         | > This brings back memories of the time I almost shortened
         | "thousand kilometres" to "kkm".
         | 
         | SI is such a senseless system. Unit prefixes were not a good
         | idea. Did you move the decimal point or just switch to "Mm?"
        
           | ben_w wrote:
           | In that specific case, I chose megameters.
        
             | sneak wrote:
             | At which point even metric-users who think in km are
             | confused.
             | 
             | Certain things are measured in certain units, prefix
             | included.
             | 
             | This would be like writing interstellar distances in km
             | instead of light years or parsecs.
        
         | PittleyDunkin wrote:
         | > This brings back memories of the time I almost shortened
         | "thousand kilometres" to "kkm".
         | 
         | For the uninitiated, what's confusing about this? It seems to
         | communicate the intended meaning accurately. Is there some
         | ambiguity here I missed?
        
           | elliottkember wrote:
           | I think it's that a thousand terawatts is equivalent to one
           | petawat. So this is 10.7PWh.
        
             | PittleyDunkin wrote:
             | Ah so the complaint is of moving the last order of
             | magnitude onto the quantity rather than the unit. I can't
             | imagine this affects readability that much (although I can
             | understand why you'd want to enforce consistency in an
             | academic context).
             | 
             | Sometimes it's useful to distinguish these, though. And
             | after many do have the inexplicable "MM" suffix (ie s
             | thousand-thousand) to suffer through which seems much
             | worse.
        
       | jeffbee wrote:
       | The image processing described is very cool, but I have questions
       | about the application. Google started doing these solar potential
       | estimates about 10 years ago, so let's imagine that they have
       | been developing the capability since about 2010 or so. In that
       | time the cost of PV has fallen by an order of magnitude. Hasn't
       | that settled the question of where PV should be installed? I
       | thought the answer is now "yes" everywhere.
        
         | josh-sematic wrote:
         | Even assuming 100% solar rooftop coverage is the goal, given
         | limited capacity of raw materials, labor, infrastructure would
         | still necessitate prioritization of when to allocate those
         | things to which places.
        
           | jeffbee wrote:
           | But the audience isn't an omnipotent controller of PV panel
           | allocation, it's emergent market participants. Presumably,
           | the market emerges more plentifully in those sunnier places.
           | It's hard to imagine the place where this data is useful to
           | local construction firms who were previously not well-
           | informed (potentially by just walking around with their eyes
           | open).
        
             | mbreese wrote:
             | Maybe it's useful when trying to justify solar adoption. If
             | you have control over some level of panel allocation, you
             | could use something like this to explore where you'd want
             | to put panels first -- answering the question of where are
             | you going to make the best economic case for solar panels.
             | 
             | Then, once the top places are addressed, you can move onto
             | the second tier of locations, then the third, etc...
             | 
             | This could be helpful if you're in gov't and have some
             | control over a pilot neighborhood project. Or a developer
             | that wants to include solar on some homes/businesses and
             | wants to know where it makes the most sense.
             | 
             | You're right that this probably isn't too much better than
             | qualitative reasoning about how sunny certain places are,
             | but this is quantitative, so you can have a little more
             | confidence in your qualitative assessment.
        
             | josh-sematic wrote:
             | There are several allocation opportunities I could think
             | of. You're a local government considering some subsidies
             | for rooftop solar initiatives. How much bang for your buck
             | will you get? You're a regional grid operator and have some
             | estimates for rooftop solar adoption. How do you translate
             | that into plans for future grid capacity needs? You're a
             | rooftop solar installation company. What neighborhoods do
             | you send your mailers to?
        
               | akira2501 wrote:
               | Perhaps those three different groups should just
               | coordinate together, rather than individually using this
               | data, and arriving at three different and possibly
               | interfering conclusions.
               | 
               | Aside from that grid operators buy power from producers.
               | They don't plan future capacity more than 72 hours in
               | advance. If you're a producer with expensive power you
               | won't sell much. If you're a producer with cheap power
               | you will sell a lot. It's already a functioning market.
               | Solar is a very small part of it.
        
         | wongarsu wrote:
         | A lot of new homes are still constructed without solar. Either
         | market participants are sleeping on easy money or the answer
         | isn't a simple "yes, everywhere".
         | 
         | The cost of panels has fallen a lot, but the cost of mounting
         | hardware and installation is still pretty high in the US.
        
           | jeffbee wrote:
           | That's exactly my point. This isn't telling you anything
           | about the controlling variables: labor, G&A, taxes.
        
       | xnx wrote:
       | This is a very impressive refinement of their existing tool, but
       | is this type of advanced calculation of roof-pitch (etc.) still
       | relevant?
       | 
       | Haven't we more or less concluded that a million piecemeal
       | rooftop installations of solar are about the worst way to do it?
       | More complicated and expensive to permit and install, less
       | efficient operation, difficult to repair, difficult to insure,
       | difficult to upgrade, inefficient to integrate into grid, etc.
        
         | dvh wrote:
         | I'll take 3kW on my rooftop over 5kW in billionaire's company.
        
         | szvsw wrote:
         | One advantage of distributed solar is that it can at least come
         | online right away and when installed with a battery, can get a
         | home pretty close to being fully self-sufficient (depending on
         | the climate/heating system), whereas the generally much more
         | efficient solar pv power facilities have to contend with
         | backlogs in connecting to the grid, insufficient grid capacity,
         | etc.
         | 
         | But yes, distributed solar will not be the general solution to
         | decarbonizing our energy systems as a whole. Does serve a
         | meaningful role though and there is no reason to not do both.
        
           | CorrectHorseBat wrote:
           | Insufficient grid capacity can also be local, there are many
           | cases of inverters turning off because of too high grid
           | voltage in the Netherlands
        
         | throwaway346434 wrote:
         | Or to put it another way: available with a rate of return that
         | makes it sensible for average middle class home owners to say
         | yes to, to the point dirty power sources are having to shut
         | down in some markets (or fiercely lobby through the political
         | system to be propped up).
         | 
         | One such example:
         | https://www.theguardian.com/environment/article/2024/sep/08/...
         | 
         | Perfect is the enemy of good
        
         | tejtm wrote:
         | I thought we may have concluded that shareholder efficient
         | centralized single point of failure systems are the least
         | robust providers of basic human needs in the face of natural
         | levels of uncertainty.
        
         | yen223 wrote:
         | With rooftop solar there's a path towards mass deployment that
         | other alternative electricity generation solutions currently
         | lack. Rooftop solar for residential houses doesn't require
         | permits or planning, and can be done by individuals within a
         | reasonable budget, unlike solar farms or rooftop nuclear.
        
           | PaulDavisThe1st wrote:
           | > Rooftop solar for residential houses doesn't require
           | permits or planning
           | 
           | Either you're assuming residential battery storage systems
           | replacing the grid, or your ignoring the connecting rooftop
           | solar to the grid requires permits and planning (the grid may
           | not be able to handle it).
        
             | pjc50 wrote:
             | Depends on your jurisdiction. UK home solar under 4kW
             | doesn't require permission.
        
         | akira2501 wrote:
         | > More complicated and expensive
         | 
         | More durable for individuals in the face of large scale
         | failures. You're paying for something real there.
        
         | ijustlovemath wrote:
         | As someone who recently lost power and water for weeks post
         | Helene, do not discount the power of distributed grids.
         | Distributed core infrastructure will make for much better
         | climate resilience. Don't miss this in your efficiency
         | calculations.
        
           | XorNot wrote:
           | Grid connected solar goes down when the grid is out though.
           | You need specific inverters to retain power.
           | 
           | You also just have issues like the low chance of having clear
           | skies after a hurricane or a bushfire.
           | 
           | For disaster situation power, a diesel generator is still the
           | cheapest and most reliable option.
        
             | ijustlovemath wrote:
             | Sure, but that's why my emphasis was on distributed
             | _grids_. Interlinking local capacity  / having one or two
             | neighbors with fully fledged systems is way better than
             | going weeks charging stuff in your car. When you're without
             | power for weeks, you'll probably have enough sun for more
             | than enough days to get yourself sorted. Hurricanes also
             | tend to sweep up any other systems in the region, so once
             | they disperse, it's pretty clear skies. Anecdotally, we
             | didn't get any rain for months after Helene dissipated.
             | 
             | Also, diesel and gas were pretty much inaccessible for the
             | first 5 days of the disaster, so unless you have a
             | stockpile that's been treated for longevity, you might not
             | even be able to run your whole home generator for long.
        
               | NavinF wrote:
               | > Interlinking local capacity
               | 
               | Is this a thing IRL? Every system I've looked at stops
               | feeding the grid as soon as the grid goes down
        
               | wongarsu wrote:
               | They have to. Feeding your own home needs some setup but
               | is fine. But electricity companies require you to
               | disconnect generating capacity from the grid when the
               | grid is down to make it easier to effect repairs.
               | 
               | But that's more a policy decision than a technical
               | restriction. We could change it so power can flow on both
               | sides of a fault instead of only the "upstream" grid
               | side.
        
               | xbmcuser wrote:
               | With battery systems getting so cheap maybe community
               | batteries will become a thing where a neighborhood
               | exports it's solar too and is it's own small grid.
        
               | PaulDavisThe1st wrote:
               | that would mean either:
               | 
               | a) government mandates that turn over existing grid
               | infrastructure to such a project, because the existing
               | grid infrastructure is almost all privately owned
               | 
               | OR
               | 
               | b) building new infrastructure to create an isolatable
               | local grid
               | 
               | Neither of these seem particularly likely to me.
        
               | XorNot wrote:
               | I mean it isn't though: it's defense in depth - policy is
               | you must disconnect. Line workers will drive a ground
               | stake in on both sides anyway, but if you don't
               | disconnect then they'll just short your inverter to
               | ground.
        
               | malfist wrote:
               | There's a program involving F150 lighting trucks out in
               | CA that pay you to grid tie them, that way a couple of
               | them in your neighborhood can power the neighborhood for
               | a day or so if wildfires take out the local grid
        
               | PaulDavisThe1st wrote:
               | Anything grid tied is generally required to have
               | phenomenally reliable shutdown if the grid goes down OR
               | proven (and very expensive) automated switching that
               | disconnects it from the grid if the grid goes down.
               | 
               | This is so those F150s are not backfeeding the wires
               | while a repair crew is trying to fix it.
               | 
               | Ergo, if the local grid is "taken out", those F150s
               | cannot be "on the local grid".
        
               | malfist wrote:
               | I'm sure you know what you're talking about, but Duke
               | energy is running the program, and they wouldn't be
               | paying people to grid tie their EV for disruptions unless
               | they could use it: https://news.duke-
               | energy.com/releases/illuminating-possibili...
               | 
               | The lightning extended range has a 135 kwh battery and
               | can backfeed 90A@240V. That's a heck of a lot of power.
        
               | NavinF wrote:
               | Article says "customers will allow their EVs to feed
               | energy back to the grid - helping to balance it during
               | peak demand". It doesn't say anything about what happens
               | when the grid goes down during disasters
        
               | ijustlovemath wrote:
               | Referring more to microgrids here; think city
               | block/neighborhood level independent grids
        
               | NavinF wrote:
               | Ah I see. AFAIK selling electricity is highly regulated
               | in most states so I can't imagine microgrids taking off
               | in the US. It would be cool though
        
             | bruce511 wrote:
             | >> Grid connected solar goes down when the grid is out
             | though. You need specific inverters to retain power.
             | 
             | Yes, and sort of.
             | 
             | Inverters will prevent power flowing to the grid if the
             | grid is off. However most inverters will continue to supply
             | power into the house while the grid is off.
             | 
             | There are various factors in play here, and you need to do
             | proper homework, but certainly a fraction of the house can
             | be powered, if not all of it.
             | 
             | I'm not sure if this is "special" inverter or not. Every
             | one I researched had the same functionality.
        
               | bagels wrote:
               | Most solar installations without batteries do not
               | function without grid power present. Sure, some could,
               | but most do not.
        
             | p1mrx wrote:
             | > a diesel generator is still the cheapest and most
             | reliable option.
             | 
             | The shelf life of diesel is about a year; the shelf life of
             | propane is effectively unlimited.
        
             | outside2344 wrote:
             | Not if you have a battery system attached
        
         | macintux wrote:
         | I'm amazed at the amount of opposition to centralized solar
         | generation. I assume there's a fair bit of fossil fuel industry
         | astroturfing involved.
        
           | dzhiurgis wrote:
           | It all hinges on how much your infrastructure costs. At the
           | moment something like 1/3rd of your retail cost if delivery.
           | At some point it's 15x cheaper to have 1kW home feed in +
           | battery vs 15kW feed in.
        
             | macintux wrote:
             | Responded to a sibling comment: I'm referring to people who
             | oppose industrial solar installations for some reason.
        
           | bruce511 wrote:
           | There's the perception that it's an "either" question. When
           | in reality its both.
           | 
           | Home solar is a big win, and if nothing else allows capital
           | to be sourced from a million home owners.
           | 
           | Centralized solar is a big win, generating grid power Erich
           | is obviously important.
           | 
           | It's not a question of either, it's a question of both.
        
             | macintux wrote:
             | I should have made it clear: I'm referring to people who
             | are adamantly opposed to large solar installations,
             | apparently because it's a threat to agriculture? It's very
             | odd, but I see yard signs and bumper stickers everywhere in
             | rural Indiana.
        
               | throwaway2037 wrote:
               | Do you think some farms in rural Indiana will make more
               | money by converting to a solar power park? I could
               | imagine it, and I could imagine that some people would
               | feel threatened by this change.
        
               | macintux wrote:
               | Sure, but follow the money: unsurprisingly it's the usual
               | big money bad actors who are funding opposition.
               | 
               | https://energyandpolicy.org/fossil-fuel-funding-
               | opposition-r...
        
         | WillAdams wrote:
         | Yes, but one back-of-the-envelope calculation (it was a Python
         | program someone wrote up as part of a comment on Slashdot as I
         | recall) demonstrated that if all of New York's roofs were
         | covered in solar panels there would be enough energy to run the
         | city....
        
           | Scoundreller wrote:
           | Enough energy or enough electricity?
        
             | WillAdams wrote:
             | Good point. It feels right that the calculation ignored
             | losses --- but if I recall, it did include panel efficiency
             | and that has gotten much better, so maybe it would work
             | now?
        
         | xattt wrote:
         | Why not both?
        
         | Glyptodon wrote:
         | At a certain point shouldn't things get good enough you don't
         | really need a traditional power grid?
        
           | wongarsu wrote:
           | Residential power demands are highest in the morning and in
           | the evening. That's when people shower, cook, and are
           | generally around using power. Solar peaks at noon.
           | 
           | Maybe when battery prices come down even more. But the cost
           | of grid-level storage are also falling, and wind pretty much
           | only works at grid scale. Grids have to change but won't
           | become obsolete anytime soon.
        
             | PaulDavisThe1st wrote:
             | That usage pattern will be quite different in places with
             | cold winters when most people there are using electric-
             | powered heat pumps (which is "the plan").
        
           | benlivengood wrote:
           | Grids are pretty much the best solution available because any
           | kind of good/service that can be transported at close to
           | light-speed benefits tremendously from ubiquitous
           | connectivity.
           | 
           | Smarter grids are an even better solution; batteries backing
           | local high-variance demand combined with rapidly negotiated
           | requests for transmission power to meet expected future
           | demand (and then stored in the batteries) reduces
           | (electrical) inefficiency to a minimum.
        
         | yongjik wrote:
         | Sounds like a rare case of America's ubiquitous suburbs working
         | out for the environment. Everyone has a "roof" that gets
         | sunlight most of the day, so rooftop solar, while being less
         | efficient, is still a viable candidate.
         | 
         | (Although, if you factor out all the extra driving needed for
         | the suburban life, it would likely still come out negative
         | compared to a proper city.)
        
           | szvsw wrote:
           | Yeah, don't over look the fact that the thermal demand from
           | space conditioning homes is way higher on a per capita basis
           | in a suburban context compared to an urban context with
           | multi-family housing/apartments etc. There's just way more
           | air volume to condition per person, generally more
           | inefficient systems, etc.
        
             | yongjik wrote:
             | Even for the same amount of living space, apartments are
             | way more efficient. A typical apartment unit is surrounded
             | by other units up/down/left/right, so only two sides are
             | exposed to outside air. A single house is exposed on five
             | sides.
        
               | nwiswell wrote:
               | > A single house is exposed on five sides.
               | 
               | Six. The most heat escapes through the roof, but thermal
               | loss through the floor is generally about 10-15% of the
               | total.
        
               | szvsw wrote:
               | Yeah we refer to this as the heat loss form factor of the
               | building, which is determined largely by the surface area
               | to volume ratio (so you have a square-cube relationship
               | at work) as well as the the number of floors in
               | conjunction with the roof area. With more floors, the
               | heat transfer through the roof (which can be substantial,
               | as mentioned by a sibling comment) is less significant
               | for the same roof area (after normalizing for the gross
               | floor area).
               | 
               | Same goes for the slab/foundations (which can also have
               | substantial thermal transfer in many contexts).
        
         | yourMadness wrote:
         | There are enough panels available to do both and there is no
         | overlap in financing for both. So just do every installation
         | that is economically viable, they don't compete for money or
         | panels.
        
         | rgmerk wrote:
         | Australia manages to install rooftop solar at well under half
         | the cost the USA does (most of that is soft costs) and
         | integrate large amounts of it into the grid.
         | 
         | As of lunchtime today, nearly 50% of all electrical generation
         | on the national grid was rooftop solar (and another ~10% was
         | utility-scale solar).
         | 
         | Rooftop solar works just fine if utilities don't actively try
         | and obstruct its use.
        
           | throwaway2037 wrote:
           | > As of lunchtime today, nearly 50% of all electrical
           | generation on the national grid was rooftop solar
           | 
           | Wow, this is incredible. Can you share your source? I would
           | like to learn more!
        
             | guerby wrote:
             | https://aemo.com.au/energy-systems/electricity/national-
             | elec...
        
           | ltbarcly3 wrote:
           | That's a great achievement, but could be stated in a more
           | clear way.
           | 
           | Not 'As of lunchtime' but 'At precisely lunch time'. An hour
           | later it wasn't 50% anymore, and it won't be 50% except at
           | noon for a long time yet. As of the moment I am posting this,
           | solar is 0% and coal is 80%. If Australia cares about global
           | warming they should build nuclear plants and stop generating
           | 70% of their overall power from coal.
           | 
           | It's still remarkable how much solar is growing and I hope
           | it's 100% 24/7 soon!
        
             | rgmerk wrote:
             | Sorry. The point of my post was to respond to the claim
             | that you can't effectively integrate meaningful amounts of
             | rooftop solar into an electricity grid in a cost-effective
             | manner when the evidence from Australia is that you can and
             | we have.
             | 
             | If I'd looked the example when South Australia's
             | interconnector with the rest of the NEM went out, they had
             | periods with the instantaneous penetration of rooftop solar
             | was over 90%. AEMO, the body that manages the Australian
             | electricity grid, are aiming to be able to support a 100%
             | instantaneous renewable mix on the NEM within the next year
             | or two.
             | 
             | As for Australia's overall electricity mix, that is
             | _rapidly_ changing (and the numbers get a bit distorted by
             | the amount of self-consumption of rooftop solar). We 're at
             | 40% renewables overall now, and while it may not hit the
             | government's 82% target by 2030 we will almost certainly
             | reach 70% or so by 2030 and I'd think 90% by 2035 is very
             | doable. The last 10% is harder, but there are enough
             | options (gas with CCS, green hydrogen, biofuels, long-term
             | energy storage of other kinds) that I reckon we can get
             | there. We are in the fortunate position of not having solar
             | completely go away for months in the winter.
             | 
             | As for nuclear, it's never, ever going to happen in
             | Australia (despite the claims of the conservative side of
             | Australian politics). Even if Australia could build nuclear
             | power as efficiently as South Korea - an extremely big ask,
             | given we have the same challenges at building large
             | infrastructure as the rest of the English-speaking world -
             | it still doesn't make economic sense.
        
         | bruce511 wrote:
         | >> Haven't we more or less concluded that a million piecemeal
         | rooftop installations of solar are about the worst way to do
         | it?
         | 
         | It really depends on what you mean by 'worst'. In terms of
         | land-usage it's the best. In terms of speed-of-deployment it's
         | the best. In terms of distributing capital spend its the best.
         | 
         | In terms of capital return, that will vary from one house to
         | the next because it depends on location, energy consumed (and
         | when), elec prices in your region, grid stability, and so on.
        
           | rsanek wrote:
           | what do you mean by "distributing capital spend"? as in the
           | money to pay for the installations is not concentrated to
           | large utilities? why is that desirable?
        
             | adrianN wrote:
             | Sometimes it's easier to find a thousand people with a
             | thousand dollars than one guy with a million dollars.
        
         | opo wrote:
         | >...Haven't we more or less concluded that a million piecemeal
         | rooftop installations of solar are about the worst way to do
         | it?
         | 
         | The data shows that you are correct. Utility grid solar
         | provides low cost power and consumer rooftop solar does not and
         | will not. The rooftop solar price is usually hidden because no
         | power source has been as subsidized as rooftop solar. Besides
         | direct subsidies, wealthier home owners have often been paid
         | the retail rate for the electricity they sell to the grid which
         | causes higher electricity bills for those who can't afford to
         | put panels on their roof - sort of a reverse Robinhood scheme.
         | 
         | As the statista.com report says:
         | 
         | >...Rooftop solar photovoltaic installations on residential
         | buildings and nuclear power have the highest unsubsidized
         | levelized costs of energy generation in the United States. If
         | not for federal and state subsidies, rooftop solar PV would
         | come with a price tag between 117 and 282 U.S. dollars per
         | megawatt hour.
         | 
         | https://www.statista.com/statistics/493797/estimated-leveliz...
         | 
         | Looks like that report is a year old, but I doubt the
         | installation costs have really gone down much since then.
         | (Panel prices come down, but labor costs, etc. don't.)
        
         | ZeroGravitas wrote:
         | Yes it's relevant and no we didn't all agree it was a bad idea.
         | 
         | It generates power at roughly the cost of nuclear. It's
         | distributed and resilient. It works around sluggish government
         | and/or corporate monopolies. It reduces transmission
         | requirements. It enables and encourages electrification and
         | time-shifting of load. Adding it at build time can be cheaper
         | than tiling.
         | 
         | It's generally a good thing and we'll see even more if it as
         | the tech progresses and gets cheaper.
        
           | rgmerk wrote:
           | Hate to sound like a broken record but the barrier isn't the
           | technology, the barrier in the USA is permitting and soft
           | costs.
        
         | jillesvangurp wrote:
         | Depends on your cost of electricity. In most places, a solar
         | setup pays for itself long before the warranty runs out max
         | 5-10 years typically (depending on a lot of factors). Even in
         | the US which has a lot of extra cost related to people making
         | things needlessly complicated and costly, lots of people are
         | installing solar and earning their money back.
         | 
         | I can actually get balcony solar here in Germany for about 240
         | euros. Here's how that works:
         | 
         | - I buy a kit on Amazon. I found several nice ones. This one is
         | rated for 850w and includes cables, inverters and other bits
         | and bobs needed.
         | 
         | - I zip tie the panels to my balcony
         | 
         | - And I plug in the equipment and connect it to a wall socket
         | 
         | The idea is that this would offload some of the power used by
         | e.g. my fridge. Not the same as a rooftop setup obviously and
         | in my case quite pointless since I don't have a lot of sun on
         | my balcony.
         | 
         | But I might actually qualify for a rebate if I do this and get
         | all or most my money back. The government is sponsoring this
         | and landlords can't stop you from doing this. Nor do you need
         | their permission, a permit, or special insurance.
         | 
         | The point is that this stuff is cheap, easy, and pretty much
         | plug and play. Roofs aren't a whole lot more complicated than
         | this from a technical point of view. You need more panels and
         | more expensive equipment and you probably need some
         | professional electricians and installers to do the work.
         | 
         | The rest is just nonsense that relates more to your local
         | government and legislation than anything being inherently
         | expensive or difficult. I'd suggest reminding your local
         | politicians of their responsibilities during the next elections
         | and maybe voting for the ones that aren't being jerks on this
         | front.
         | 
         | Otherwise, solar panels are pretty reliable and generally
         | covered by long warranties. Repairing them is mostly not a
         | thing, somebody would come and simply replace them. I doubt
         | that a lot of solar panel companies and installers are
         | suffering a lot under the enormous burden of this happening all
         | the time for the simple reason that it this isn't a thing.
        
           | xnx wrote:
           | Balcony solar sounds brilliant and probably has clear ROI.
           | Rooftop solar is an awkward middle between grid-scale solar
           | and balcony solar. Rooftop solar might only make sense in
           | developed countries through subsidies.
        
         | bryanlarsen wrote:
         | The majority of the cost of electricity in most jurisdictions
         | is distribution, not generation. Grid-solar still requires
         | distribution, so it is always going to have significant cost
         | even if the cost of generation is insignificant.
         | 
         | If it can remove the need for a grid-tie, then rooftop solar
         | can be significantly cheaper and more efficient. Can be, but
         | isn't yet, because enough overcapacity and storage to eliminate
         | the need for a grid tie is still too expensive.
        
           | s1artibartfast wrote:
           | This is exactly the challenge. Here in California wholesale
           | solar plant sell power for 0.03-0.04 kwh. Cost at the meter
           | is 0.45/kwh.
           | 
           | Rooftop is competitive with the meter price, but unless you
           | can cut the cord entirely, connection fees and rates will
           | just keep increasing proportionally
        
       | srameshc wrote:
       | There was a startup that was doing something similar, can't find
       | it but their entire business was built on providing similar
       | service.
        
         | larodi wrote:
         | hundreds of people do this at the moment worldwide, no surprise
         | someone is productivising it, or many people are.
        
         | MaxDPS wrote:
         | I applied at a company called WattTime a few years ago. I
         | didn't get the job but their work involved some of that. It
         | sounded really interesting.
         | 
         | https://watttime.org/about-us/climate-trace/
        
         | ximeng wrote:
         | https://www.transitionzero.org/products/solar-asset-mapper
         | perhaps
        
       | unit149 wrote:
       | Querying overhead nadir satellite imagery - captured at a
       | vertical angle relative to its spatial position - and feeding it
       | into Geo Deepmind's ML program gives us roof-segmentation data.
       | Ostensibly, annual flux prediction imagery in the global south,
       | after being ran in Google's Solar API gives us some enhanced DSM-
       | RGB imagery.
        
       | buckle8017 wrote:
       | Estimate for a house in SF with a typical roof and typical
       | electric bill.
       | 
       | $20k upfront cost.
       | 
       | $4k in savings over 20 years.
       | 
       | That's an implied rate of return of 0.9% annually.
       | 
       | No thanks.
        
         | stainablesteel wrote:
         | i've heard of some business models that install these and have
         | you pay what would be the difference to your electric bill to
         | the company until they pay themselves off, not sure if the
         | panels last long enough to make that work though
        
           | ccozan wrote:
           | Yes. In Germany they are selling a lot of models, but none, I
           | mean, really, none asked about the rentability. So I went to
           | a neighbour who just installed his 25kW and was very proud
           | and happy, and asked him, in how many years is the return of
           | investment. Siderated, he could not answer and then a few
           | days later, with a very stern face: 25 years or more because
           | if more people install these, the price that the city is
           | paying for the pumped energy goes down.
           | 
           | So no. 20kw is not the answer. I showed my setup: 3.5kw + big
           | battery. Pays the bill approx 60 70% of the daily usage.
           | Investment payback : 5years.
        
             | scotty79 wrote:
             | What if he added previous generation crypto miner (so it's
             | cheap) and use the excess electricity instead of selling it
             | to the grid? This could also save some money on heating in
             | winter unless he has a heat pump priced in already.
        
               | PaulDavisThe1st wrote:
               | prev gen crypto mining is phenomenally inefficient in
               | terms of energy that ends up being converted to heat, but
               | it is absolutely not what you would use to take
               | electricity and create heat given any other choices.
        
               | scotty79 wrote:
               | What are other choices? Heat pump is obviously the best
               | but any other thing is just electric heater with 100%
               | efficiently of heat generation. Pushing some bits around
               | doesn't change that. I guess for some applications you
               | might prefer higher temperatures but for residential
               | heating crypto mining is as good as anything else, right?
        
               | ccozan wrote:
               | this guy is a carpenter :). cryto mining would sound like
               | chinese to him...
        
             | BonoboIO wrote:
             | Damn, your neighbor got robbed by the installer ...
        
             | throwaway2037 wrote:
             | 25kW? That is crazy huge! How many panels? What does this
             | guys house (mansion!?) look like? Google tells me that
             | average installation size is about 7-8kW.
        
               | ccozan wrote:
               | Is not that big. you have approx 400W ( mine are 440W) on
               | a 2sqm. Hi sroof is like 15 x 8 m. and is not fully
               | covered. You can easily reach 25kw.
        
           | buckle8017 wrote:
           | Yes I think in general those are a better deal for the
           | homeowner.
           | 
           | They're a terrible deal for those companies investors though.
           | 
           | Presumably at some point they go bankrupt and sell your roof
           | at auction??? weird setup
        
           | dzhiurgis wrote:
           | One of these wouldn't sign me up as they couldn't offer any
           | savings (92% of my use is off peak, around 16ct NZD (9 USD) /
           | kWh).
           | 
           | A lot of the time such companies pray on people on stupid
           | plans (or those paying thru the nose for "exclusively
           | renewable") power.
        
             | nine_k wrote:
             | This exactly the case when a battery would make an immense
             | difference.
             | 
             | (9 USD / kWh sounds terrifying. Not only an electric kettle
             | begins to cost you; probably playing computer games at high
             | quality / resolution comes with a noticeable price tag in
             | electricity that the GPU would eat.)
        
               | bruce511 wrote:
               | I think he meant 9 USD cents per kw. (He included ct with
               | NZD but forgot it with USD.)
        
             | throwaway2037 wrote:
             | Woah, your electricity is so cheap! Is it mostly hydro?
        
         | prdonahue wrote:
         | Was that paired with a battery? Under NEM3 (and reduced net
         | metering rate), it doesn't make sense to install PV in
         | California without a battery.
        
         | ggreer wrote:
         | How are you calculating that? Solar installations are around
         | $2.50-$3.50 per watt, so $20k would get you 6-8kW. Assuming
         | actual output is 10% of capacity, that's 14-19kWh/day or
         | 5,000-7,000kWh per year. Current residential electricity prices
         | in SF are 38.9 cents per kWh[1], so that's $2,000-2,700 per
         | year in savings, or $40-54k over 20 years. The actual amount
         | saved depends on how much electricity you're consuming during
         | peak times, but I doubt that number is off by a factor of 10.
         | 
         | 1. https://www.bls.gov/regions/west/news-
         | release/averageenergyp...
        
           | buckle8017 wrote:
           | I didn't calculate anything I just put in an address and a
           | monthly electricity bill.
           | 
           | https://sunroof.withgoogle.com/
        
             | Retric wrote:
             | Ahh, ok the tool sucks it doesn't seem to calculate based
             | on your current cost per kWh or the local cost per kWh.
             | 
             | It's ignoring inflation on those calculations, acting like
             | your electric bill will be the same in 20 years. It's also
             | ignoring residual value in the system after 20 years they
             | typically last 25-30, and you don't pay taxes on savings.
             | 
             | There install estimates where also really high for my area,
             | but I don't know if that's a general issue.
        
               | patrickhogan1 wrote:
               | Your electric bill 20 years from now is just as likely to
               | go down as it is to go up.
               | 
               | In two decades, we could see advancements like mobile
               | generators offering free power, ultra-affordable battery
               | packs delivered to homes to meet energy needs, or even
               | the widespread adoption of low-cost fusion energy.
               | 
               | The key takeaway is that predicting the future cost of
               | electricity is as challenging as it was to predict
               | today's solar energy costs--now far lower than anyone
               | expected.
        
               | Retric wrote:
               | None of what you just said is even vaguely realistic.
               | Prices can't drop below zero but they can easily more
               | than double, so even if you assume equal odds in either
               | direction it doesn't cancel out. Worse, any physical
               | device is going to have a cost to produce it which
               | requires charging people to use it thus they can't even
               | drop to 0.
               | 
               | Beyond that none of their prices or timelines are
               | accurate, even ignoring the issues with inflation.
        
               | bagels wrote:
               | When did PGE prices ever go down?
        
               | patrickhogan1 wrote:
               | Neither option I mentioned would require PGE or a
               | centralized entity. Both options would be off-grid.
        
               | throwaway2037 wrote:
               | > mobile generators offering free power
               | 
               | Wow, where is this magical place? I want to move there.
               | :)
        
               | patrickhogan1 wrote:
               | Mobile Solar Generator Feasibility
               | 
               | With solar technology, powering a home with a mobile
               | generator is possible. Yes, the generator and batteries
               | will have associated costs, but the long-term benefits
               | make it worthwhile. This assumes uninterrupted access to
               | sunlight over the next 20 years without new restrictions.
               | 
               | Key Considerations:
               | 
               | Energy Need: The average home uses 30 kWh/day, requiring
               | 6 kW/hour over 5 peak sunlight hours.
               | 
               | Multijunction Panels: Lab efficiencies are already at 47%
               | (2023), and with 20 years of progress, 60% efficiency is
               | probable.
               | 
               | Efficiency Impact: At 60% efficiency, panels generate 600
               | W/m2, requiring 10 m2 (e.g., 2 m x 5 m) to meet energy
               | needs. This size fits on most home roofs or could be
               | mounted on a pole or hung through an apartment window.
               | 
               | System Components:
               | 
               | High-efficiency solar panels.
               | 
               | 30 kWh battery storage for nighttime or cloudy days. An
               | inverter to convert solar DC power to home AC power.
               | Outcome:
               | 
               | A mobile solar generator with advanced panels and
               | efficient storage provides a sustainable and portable
               | solution for powering homes.
        
               | Retric wrote:
               | Doing that is what installing solar _is_
               | 
               | So you're assuming the big competition for home solar
               | is... home solar but ignoring what makes home solar
               | expensive (permits, electricians, tariffs etc panels are
               | already shockingly cheap). Installing solar in 15 years
               | also means you've lost 15 years of cheap solar power and
               | are buying panels after inflation, waiting just hasn't
               | seen instillation costs drop for a while.
               | 
               | But you're also wildly mistaken about the rest, it's not
               | actually 47% or now 47.1% efficient when placed outside.
               | Panels get more efficient as extreme levels of light so
               | people going after records create wildly irrelevant
               | numbers as a dick measuring contest.
               | 
               | Further the day someone invents 60% efficient panels
               | isn't the day we put those suckers into mass production
               | we hit 40% in 2006, but they are nowhere near
               | commercially viable for home installations. We might see
               | widespread use of 60% efficient panels long after we're
               | dead, but that's not exactly relevant for these
               | calculations.
        
               | patrickhogan1 wrote:
               | It seems like we're talking past each other. My main
               | point, as stated in the parent response, is that there is
               | a plausible future where energy prices, adjusted for
               | inflation, could decline rather than continually
               | increase.
               | 
               | Many here are relying on inductive reasoning, arguing
               | that since this hasn't happened historically, it can't
               | happen in the future. I'm presenting a counterpoint: with
               | current technology and 20 years of advancement, this
               | outcome is entirely possible.
               | 
               | To clarify, I'm not suggesting that mobile generators and
               | solar panels would be free. Rather, the energy they
               | generate could become effectively free. The current
               | challenge is that centralized grids are often necessary
               | because we can't store enough solar energy in batteries.
               | However, with advancements in battery technology over the
               | next 20 years, it could become possible to go completely
               | grid-less. If that happens, we could see significantly
               | lower energy prices--something we should remain as open
               | to as the possibility of higher prices, all on an
               | inflation-adjusted basis.
        
               | r00fus wrote:
               | Now you're sounding all pie in the sky. The cold hard
               | reality is that hedge funds and billionaires control most
               | power utilities and lobby governments to keep the cash
               | flowing.
               | 
               | We know for certain that pricing is going to get really
               | bad in CA due to a 2022 law that permits PG&E and other
               | utilities to charge large connection fees based on your
               | income (will probably hit in 2026).
               | 
               | I would gladly be the counterparty to any wager that 20
               | years from now electricity is going to be cheaper.
        
             | notatoad wrote:
             | sunroof was a 2015 project. if they haven't adjusted their
             | cost estimates since they launched it, it could be wildly
             | overestimating things.
        
               | gloflo wrote:
               | Same for panel efficiency
               | 
               | https://en.m.wikipedia.org/wiki/Solar-
               | cell_efficiency#/media...
        
         | malfist wrote:
         | Solar installations have a 30% tax rebate currently. So your
         | $20k would actually be $12k, makes the math a bit better.
         | 
         | Plus, are you counting in inflation of electricity prices in
         | those 20 years? I'm sure electricity isn't going to get cheaper
        
       | tppiotrowski wrote:
       | As someone who has researched DSM availability across the globe,
       | Google's Solar API is a top contender. Other option is government
       | LiDAR surveys but the coverage, file formats, projections, etc
       | are all fragmented. I think it would be great for the mapping
       | community to create a world wide DSM map tile dataset similar to
       | the ground elevation tile dataset that contour lines and 3D
       | terrain views are generated from. Maybe someone is already
       | working on this?
       | 
       | In the article they show areas where their approach can generate
       | DSM although this is just the potential areas and not the areas
       | where data is already available. :(
        
         | morbicer wrote:
         | Does DSM stand for Digital Surface Model?
         | 
         | Thos exact abbreviation is so overloaded that it doesn't hurt
         | to list the words once.
        
       | pyaamb wrote:
       | This is really incredible. If they could plug in local utility
       | prices and come up with estimate for dollars saved per year, that
       | would be an incredible conversation starter for homeowners who
       | might not have considered taking on a home solar project
       | otherwise.
        
         | rrr_oh_man wrote:
         | > incredible conversation starter for homeowners who might not
         | have considered taking on a home solar project otherwise
         | 
         | Once you do the math in a Northern country (sans subsidies)
         | it's not as compelling as you might think.
        
           | bruce511 wrote:
           | By "Northen" I assume you mean Europe, and (most of) USA?
           | 
           | I live near the 33rd parallel South. Since installing solar
           | my annual grid requirements are around 30% of before solar
           | [1] - even as my actual consumption has risen [2].
           | 
           | As far as "Northern" goes countries in my latitude north (or
           | better) include India, Mexica, all of Africa, most of China,
           | and so on. So for most people living in the north it is
           | compelling [4].
           | 
           | [1] a very large fraction of my grid usage is really cold,
           | wet conditions for 6 weeks in winter. A combination of low
           | generation and high usage for heating.
           | 
           | [2] cooling in summer is free, so we run the aircon a lot
           | more. Plus things like slow-cooking etc are free as well.
           | 
           | [4] my return on investment (grid cost of generated
           | electricity over capital invested) is 16.7%. Projected
           | lifespan is 10 years for battery and inverter, 25 years on
           | panels, 50 years on wiring.
        
             | HPsquared wrote:
             | Northern places (thinking UK here) don't use AC in summer,
             | the economics are different.
        
             | littlestymaar wrote:
             | > By "Northen" I assume you mean Europe, and (most of) USA?
             | 
             | People wrongly assume that you can put Europe and the US in
             | the same basket (because temperature-wise climate is
             | comparable), but half of Europe is further north than
             | Montreal, and almost all of it is beyond Philadelphia, so
             | no you can't really say "Europe and most of the US".
        
           | rgmerk wrote:
           | Because (at least in the USA) the soft costs are excessive:
           | 
           | https://pv-magazine-usa.com/2022/11/16/tackling-soft-
           | costs-a...
        
             | jvanderbot wrote:
             | Considering "Customer aquisition" as a cost is really funny
             | (and that seems to be the "soft cost" discussed).
             | 
             | In Minnesota the "deal" for solar if you cannot DIY / off-
             | grid is just meh.
             | 
             | They do not allow use of battery backups or cutover, they
             | cut out when the power goes out, and they "credit" you to
             | reduce your overall bill. You can make money if you produce
             | more power in sunny warm times than you use year around (at
             | least while you are the only one!), but the dream of energy
             | independence at a local scale just isn't there yet.
             | 
             | What I want is something that offsets my grid use
             | (potentially to zero but not negative), so that I can use
             | grid or solar to charge my EV and a whole-home battery bank
             | with three days reserve. I don't care about becoming part
             | of the overall grid solution, but in city limits, it
             | appears I must, and that necessitates extra equipment and
             | rules out my backup use case.
             | 
             | And yet, I get constant calls and fliers about it - all
             | "soft costs" - no matter how much I say no.
        
         | notatoad wrote:
         | like this? https://sunroof.withgoogle.com/
        
           | geewee wrote:
           | Aw, I hoped for a second for global coverage.
        
             | ak2372 wrote:
             | ,$
        
       | barbegal wrote:
       | An interesting use for satellite in future will be accurate
       | estimation of solar power output in the very near future e.g. in
       | the next hour period such that grid operators can adjust storage
       | and demand to get a balanced grid. At the moment we can't do
       | these predictions as we don't know where solar panels are in
       | relation to any passing clouds.
        
         | treyd wrote:
         | I'm sure you could get that data from public permitting
         | filings. And failing that, train an AI model on scraped Google
         | Maps imagery. I would be surprised if people aren't doing it
         | already.
        
       | sanj wrote:
       | I had the privilege of working with the heart and soul of this
       | solar rooftop work.
       | 
       | Carl is a mensch.
       | 
       | He's also the brilliance behind
       | https://blog.google/technology/ai/ai-airlines-contrails-clim...
        
       | 4b11b4 wrote:
       | This is where Google much more than
       | 
       | - GCP vs AWS
       | 
       | - Gemini vs ChatGPT
       | 
       | etc
        
       | navaed01 wrote:
       | This is a very neat exercise but I don't think it's going to
       | create change. These models already exist and I've never met
       | anyone who said their reason for not investing in solar is
       | because they felt the accuracy of existing models is not good
       | enough. I say this as someone who lives on a part of the world
       | where a large % of the inhabitants could have solar but do not -
       | and I find it sad, frustrating and puzzling.
       | 
       | Biggest blockers for solar are (total conjecture) : 1- Inertia -
       | flat out. 2- Long-term ROI is not totally clear - How long till I
       | need to replace, roof damage, ability to hold up in storm. 3-
       | Cost - You need to invest sig $ to see your electric bill
       | decrease meaningfully. Gov subsidies are nowhere near where they
       | should be.
       | 
       | I am praying for a major breakthrough in cell efficiency to make
       | it a no brainer. Does anyone have any insight on that?
        
         | achillesheels wrote:
         | I think it has to do with the assurance of the warranty. The
         | ROI is loooong; solar contractors can go out of business
         | leaving the parts on the roof lacking in the promised energy
         | savings. Who wants to litigate against a bankrupt company?
        
         | tuatoru wrote:
         | Do you get the depreciated value added on to the house price if
         | you sell? This was always a big problem for solar hot water
         | systems. If the payback period is seven years but the average
         | house turnover is five years, then there is little incentive.
         | 
         | Gov subsidies are the government giving the tax money of poor
         | people who cannot afford houses to rich people who have houses.
         | Highly regressive. Your PV system should stand on its own
         | merits without holding out your hand to other taxpayers to fund
         | you.
        
         | nick3443 wrote:
         | Seems like qcells are on the road to a ~28% solution with
         | silicon-perovskite tandem cells. When I researched for my own
         | home install, it seems most of the cost is actually install
         | labor, markup, electricians rates for hookup, etc. The plain
         | BOM is close to $1-1.50 per watt for cells plus inverters and
         | mounting hardware, but people still charge $3+ for systems.
        
         | bagels wrote:
         | I have low confidence in the whole industry. High prices, holes
         | in my roof, and many reports of systems being installed poorly
         | with warranties not being honored.
        
         | throwaway2037 wrote:
         | This chart on the progress of PV cell efficiencies always blows
         | me away:
         | https://en.wikipedia.org/wiki/Photovoltaics#/media/File:NREL...
        
       | hndude wrote:
       | related: NSRDB (Nat'l Solar Radiation Database) Viewer from the
       | National Renewable Energy Lab - https://nsrdb.nrel.gov/data-
       | viewer
        
       | mlsu wrote:
       | This is fine and all, but each individual having a solar panel
       | introduces a lot of issues.
       | 
       | Your energy bill is about 1/4 or 1/3rd distribution. As you take
       | less power from the grid because of the solar on your roof, that
       | proportion grows larger and larger.
       | 
       | At the same time, the power company makes less money off of you,
       | because you are using less power. Therefore, they have less money
       | to invest in distribution, which means they must increase
       | distribution fees further to stay a going concern. This is to say
       | nothing of the ballooning costs of distribution in general
       | (nimbyism, permitting fees, can't build jack shit in this country
       | for no good reason etc.).
       | 
       | Therefore: in the hypothetical where everyone has solar rooftops,
       | we all effectively pay the grid operator _only_ for dirty
       | /offpeak power. This makes the grid operators look bad to
       | everyone (they're using dirty power, aren't we trying to fight
       | climate change!? Why is my electricity bill astronomical, even
       | though I only use a tiny bit of power!?) and puts them in an
       | impossible situation -- they're stuck between capped profits,
       | creating expensive clean power at off-peak hours, and limited
       | cash in general, since their expensive power plants are dormant
       | half the time. Yet they still must deliver power to their
       | customers, 24/7.
       | 
       | People have to have 24/7 electricity, even though the solar on
       | their house does not cover them 24/7. It's illegal to sell a
       | house that is not connected to the grid in most areas. Therefore,
       | consumers must pay for the _option_ of using electricity in off-
       | peak hours. Everyone will be upset. The grid operator, who is
       | constantly thrashed by politicians who insist on their using
       | clean power, their customers who are enraged at them for the
       | seemingly exorbitant electric bills (which are mostly
       | distribution).
       | 
       | The upside is that the grid is more resilient, but as others have
       | mentioned, only if significant investments in local distribution
       | are made (i.e. the ability to very dynamically/granularly pump
       | power back up, from house to grid). Which is a big capital
       | investment that the grid operators will not be able to afford.
       | 
       | All this is downstream of the fact that it is hugely inefficient
       | to put a ton of tiny solar panels all over the place, where they
       | cannot be installed, cleaned, maintained, replaced cheaply. It's
       | just way less expensive per watt to put a bunch of solar panels
       | in one spot on cheap land in the desert and pipe it through the
       | existing distribution network.
       | 
       | Everyone _will_ pay for that resilience, in their electric bill,
       | one way or another.
        
         | tsycho wrote:
         | Valid points. Is there a known solution to this, even if it's
         | too expensive today?
         | 
         | Would it make sense for local electricity companies to go full
         | solar with large battery backups? Or are batteries too
         | expensive, or don't last long enough, for this to be feasible?
         | 
         | What about a wind+solar combination? Both of them are unlikely
         | to go offline at the same time.
         | 
         | I see articles that the cost of wind and solar keep going down
         | every year at a rapid rate, and the same for battery tech too.
         | How far are we from where the costs are low enough for cities
         | to have their own reliable grids composed of renewable energy?
        
           | scotty79 wrote:
           | The solution to that is as much distributed storage as
           | possible and cryptocurrency mining (or LLMs) for monetizing
           | excess energy.
        
             | mlsu wrote:
             | Sorry, capex for crypto -- let alone llm (datacenters must
             | be on 100% of the time to pay nvidia) -- is way too high.
             | It must see high utilization for amortization to be
             | favorable.
             | 
             | You only see crypto in areas that have really cheap, 24/7
             | power. Big crypto mining operations are only built near
             | remote hydroelectric power stations, or worse, natural gas
             | or coal rich areas. Places where fossil fuels are made but
             | that don't have easy/cheap access to refineries, rail
             | lines, or pipelines.
        
               | scotty79 wrote:
               | You are probably right about LLM because barely anybody
               | tries to use distributed compute (like folding at home
               | was using).
               | 
               | But crypto is running 24/7 because energy price is still
               | positive so people buy latest, most efficient hardware to
               | be as efficient as possible. But latest hardware is
               | expensive. You can buy prev gen mining hardware for
               | peanuts comparatively. It can make you money if you run
               | it when you have more energy than you can use or sell.
        
           | PaulDavisThe1st wrote:
           | > Would it make sense for local electricity companies to go
           | full solar with large battery backups?
           | 
           | Sure. But opposition to those battery energy storage systems
           | (BESS) is intense and growing.
        
           | mlsu wrote:
           | The most sensible solution in the short term is to keep the
           | distribution that we have in place and aggressively invest in
           | large solar plants coupled with very large battery systems to
           | ease the duck curve.
           | 
           | Individual homeowners can do their part with solar + heat
           | pumps to shift that duck curve. Power rates should see way
           | more wild swings: 0c at the trough around 11am-2pm, $.50 at
           | the 5pm peak. That aligns consumers to make sensible
           | investments, either the energy they use or the energy they
           | produce/store.
           | 
           | Smart charging of cars, so that those car batteries can help
           | shift the load? But that requires global coordination that is
           | nonexistent today.
           | 
           | Solar is no doubt _the_ energy solution, there 's really
           | nothing better. It's low maintenance and lasts a long time,
           | capital scalable, and can be deployed basically anywhere.
           | Solar is far and away the cheapest thing for about 70% of our
           | energy needs. For the last 30% that is very tough to squeeze
           | out -- that baseline power for 24/7 stuff like aluminum
           | smelters, datacenters -- you basically have: high voltage
           | transmission (only available if you have land to your west),
           | big battery banks (tenable, but only if batteries follow
           | solar's dramatic reduction in cost), or nuclear (but requires
           | a big culture change that I cannot really imagine). Or fossil
           | fuels but those are not good obviously.
           | 
           | Basically any of the other green stuff (hydro, wind,
           | geothermal) can't be built at any price most places.
        
           | kla-s wrote:
           | The real solution is the dynamization of electricity prices.
           | This needs some adjusting from your average consumer but not
           | a lot if done right. In Germany there are startups like 1.5C,
           | Enpal etc which will sell you a heat pump, solar, ev charger
           | pack with some "smarts", switch you over to a dynamic pricing
           | electricity contract and then claim to optimize the overall
           | cost (i have no direct experience of my own). If you are
           | willing to take a small amount of temperature swing your
           | house is a big thermal battery (even more so if you have a
           | heat pump to water with a big, well insulated reservoir),
           | your ev is a battery with vehicle to grid. With this you can
           | shift your main loads a good amount. Washing machines and
           | dryer as well as cooking/baking might be slightly more
           | problematic/harder to shift, though the car battery should be
           | more than enough for average evening cooking and i have seen
           | washing machines/dryers which can take an external signal as
           | to run when the price is low/there is excess electricity...
        
         | theoreticalmal wrote:
         | Wow, all this goes to show that distributed power storage
         | systems will absolutely destroy contemporary power utility
         | companies
        
         | jodrellblank wrote:
         | > " _It 's just way less expensive per watt to put a bunch of
         | solar panels in one spot on cheap land in the desert and pipe
         | it through the existing distribution network._"
         | 
         | If that were true people wouldn't be buying solar panels for
         | their homes because grid electricity would be "way less
         | expensive" and it wouldn't be worth it. Which means either it
         | isn't true, or the grid companies are too busy profiteering and
         | it's not "putting the grid operators in an impossible position
         | where everyone unfairly hates them" it's "grid operators
         | putting themselves into an impossible position where everyone
         | deservedly hates them".
        
           | mlsu wrote:
           | No. People put solar panels on their homes, but crucially,
           | they still receive power from the grid _when their solar
           | panels are not producing electricity_.
           | 
           | People who don't have solar panels pay for electricity at
           | 11:00AM. That's lucrative for the grid operator _between
           | 11:00-3:00 only_ -- when the duck curve is low. When demand
           | peaks at 5-6pm, the grid operator pays boatloads of money to
           | import power from elsewhere, burn expensive fossil fuels to
           | service the demand.
           | 
           | Crucially, the grid operator is limited on pricing: they
           | cannot "gouge" consumers at 5pm -- they _must_ keep prices
           | below a cap. Utility pricing is extremely regulated, it 's
           | set essentially by the state.
           | 
           | What you're doing when you set up solar panels on your home
           | is actually freeloading. Your electric bill is less than it
           | should be: you _take_ power (at an artificially low rate)
           | when it 's super expensive, and don't take it when it's super
           | cheap. This is very very bad business for the grid operator.
           | They're also mandated by law (!) to keep your house hooked up
           | to the grid and run distribution lines all over the place.
           | Just in case you want to plug your car or run your AC at 5pm.
           | Try getting a permit to build a new transmission line
           | _anywhere_ and see whether that 's good business. If you have
           | solar panels on your house, you are being subsidized by them
           | -- not the other way round!
           | 
           | Timing is everything here. The United states has on the order
           | of _minutes_ of energy storage across the electric grid.
        
       | bensandcastle wrote:
       | marginally relevant. space based dawn dusk LEO solar infra is the
       | answer. vastly more power than we'll ever get on the surface of
       | this rock and then onto Sol.
        
       | myroon5 wrote:
       | Related:
       | 
       |  _Global Solar Power Potential Map_ -
       | https://news.ycombinator.com/item?id=40303570 - May 2024
        
       | looofooo0 wrote:
       | I am sceptical about putting PV on roofs, seems a lot of hassle
       | and waymore expensive then using just flatground:
       | https://en.wikipedia.org/wiki/Bhadla_Solar_Park Any additional
       | money spent on it, could have helped to install more PV or
       | batteries.
        
         | Delmolokolo wrote:
         | Every PV system on a roof means producing and consuming energy
         | directly.
         | 
         | In Germany we already have large distance energy transfer
         | problems.
         | 
         | And PV is so cheap now + battery, you get independence / real
         | freedom out of the box.
         | 
         | If you have valuable space on the ground and want to remove the
         | utilization of it, sure but I prefer it on the roof were it
         | doesn't do that.
         | 
         | But yes next to autobahns or other smart locations yes put it
         | on the ground.
         | 
         | But when I invest in myself I will not sponsor pv somewhere
         | else
        
         | victorbjorklund wrote:
         | In general yes but due to both taxes/regulations and real
         | issues with the grid it is "easier" to just consume what your
         | produce vs producing and selling to the grid. And since space
         | is limited on most peoples property if you live an urban
         | setting then roof might be the only place to put it. If you got
         | plenty of space though roof is a worse place than the ground
         | from almost every point of view.
        
       | neves wrote:
       | Unfortunately the beta is available just for enterprises. I'd
       | love to run it for my house.
        
       | bokohut wrote:
       | I used an early version of the PV roof tool in 2020 for my own PV
       | roof design. The front of my rectangle shaped home faces exactly
       | North and therefore all sides are respective to exactly E/W/S.
       | Given my professional experiences and knowledge awareness of
       | photons I therefore opted to cover my entire roof in PV
       | collecting technology and not just what faces direct sunlight, if
       | one can see outside during daylight hours then the PV is
       | functioning. Case in point, right now it is currently very cloudy
       | and rainy here in the NE,USA and the roof is still generating 700
       | watts while my home's base load demand of 400 watts has the
       | overage of 300 watts going to batteries. I have had this system
       | for 3 years now and my choice to have such a system proved itself
       | in our first outage when everyone else was panicking in the dark
       | for hours. I sat relaxed and watched others in great stress and
       | anxiety planning on how to preserve their refrig/freezers while
       | visually panicking over their sump pumps not running in their
       | basements. PV with a battery is a quality of life choice that
       | directly impacts one's health and what price do you put on your
       | health? I will also share with such sites that the energy and
       | cost saving estimates are very much often wrong since the energy
       | data is generalized for everyone and energy use per person
       | significantly varies, some estimates are laughable to only me
       | since I have my families own _real world_ data for the last
       | decade. I have also tracked our entire resource consumption at
       | home for nearly a decade now, yes I am a data nerd to the
       | extremes, and not only does such a solution save one GREAT stress
       | and anxiety when it matters most but it also greatly reduces
       | variable financial expenses and can also make one revenue.
       | 
       | Proactive versus reactive : The data doesn't lie, people do.
       | 
       | Stay Healthy!
        
         | s1artibartfast wrote:
         | > sat relaxed and watched others in great stress and anxiety
         | planning on how to preserve their refrig/freezers while
         | visually panicking over their sump pumps not running in their
         | basements.
         | 
         | I hope you at least offered to help...
        
           | bokohut wrote:
           | Yes, I did mention this in closing: "can also make one
           | revenue."
        
             | s1artibartfast wrote:
             | I was commenting on the sentiment of sitting back and
             | relaxing watching your neighbors struggle. I don't think
             | revenue relates to it
        
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