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Ask HN: How to find mentors while working remote?

1•basketbla•22s ago•0 comments

XAI and Grok apologize for 'horrific behavior'

https://techcrunch.com/2025/07/12/xai-and-grok-apologize-for-horrific-behavior/
2•samaysharma•1m ago•0 comments

Show HN: A reasoning model that infers over whole tasks in 1ms in latent space

https://github.com/OrderOneAI/dsru_whitepaper
1•orderone_ai•3m ago•0 comments

AI_POLICY.md (Ash Framework AI Policy)

https://github.com/ash-project/.github/blob/main/AI_POLICY.md
1•pentacent_hq•3m ago•0 comments

Lightning Detector Circuits

https://techlib.com/electronics/lightningnew.htm
1•nateb2022•4m ago•0 comments

Switching from Manager to IC

https://molochinations.substack.com/p/switching-from-manager-to-ic
1•ckemere•5m ago•0 comments

Apple Faces Calls to Reboot AI Strategy with Shares Slumping

https://www.bloomberg.com/news/articles/2025-07-14/apple-faces-calls-to-reboot-ai-strategy-with-shares-slumping
1•mfiguiere•7m ago•1 comments

Show HN: DataFlow: makes LLM data processing fast, powerful, and EASY

https://github.com/OpenDCAI/DataFlow
1•Bella-Xiang•8m ago•0 comments

You Are in a Box

https://jyn.dev/you-are-in-a-box/
4•todsacerdoti•9m ago•0 comments

Daily Grind July 14: Google Poaches Windsurf Leaders, Impact on Startups

https://damngrav.substack.com/p/daily-grind-july-14-2025-google-poaches
1•bputano•11m ago•1 comments

LLM-d: Prefix K/V Caching

https://docs.google.com/document/d/1d-jKVHpTJ_tkvy6Pfbl3q2FM59NpfnqPAh__Uz_bEZ8/edit?
2•samber•13m ago•0 comments

Translation using deep neural networks – Transformer

https://aamster.github.io/blog/2025/sequence_to_sequence_models_2/
1•cosmosa•14m ago•1 comments

Mastering Claude Code: Some Tips and Tricks After 3 Months of Use

https://www.arjunkirtipatel.com/blog/using-claude-code-tips?trk=feed_main-feed-card_feed-article-content
2•gk1•17m ago•0 comments

Show HN: SciCrumb – 3-minute podcasts from the latest research papers

https://www.scicrumb.com/
1•hugoib•17m ago•0 comments

Intel's mass layoffs spark 'shock' and 'concern' among Washington County leaders

https://www.oregonlive.com/business/2025/07/intels-mass-layoffs-spark-shock-and-concern-among-washington-county-leaders.html
3•herbertl•18m ago•1 comments

I Became Open to Using AI

https://spin.atomicobject.com/becoming-open-to-using-ai/
1•philk10•18m ago•0 comments

The Truth Is a Niche Interest for Human Beings

https://www.raptitude.com/2025/05/the-truth-is-a-niche-interest-for-human-beings/
2•herbertl•18m ago•0 comments

ARC Core v1 - Turning Static Language Models Into Self-Adapting Agents

https://github.com/metisos/arc_coreV1
1•cjohnsonpr•19m ago•1 comments

Florida scores first place in CNBC's economy rankings for 3rd straight year

https://flvoicenews.com/florida-scores-first-place-in-cnbcs-economy-rankings-for-3rd-straight-year/
1•ksec•20m ago•0 comments

Slate Auto drops "under $20k" pricing after Trump ends federal EV tax credit

https://techcrunch.com/2025/07/03/slate-auto-drops-under-20000-pricing-after-trump-administration-ends-federal-ev-tax-credit/
1•PaulHoule•20m ago•0 comments

Doing Hard Things

https://parv.bearblog.dev/kayaking/
2•speckx•21m ago•0 comments

Alpha-One RISC-V (StarPro64 Based) for Local LLM Use Now in Stock

https://linuxgizmos.com/updated-alpha-one-leverages-risc-v-starpro64-for-compact-local-llm-deployment/
2•fizzlk•23m ago•0 comments

The Bitcoin Mayer Multiple

https://www.theinvestorspodcast.com/bitcoin-mayer-multiple/
1•Olshansky•23m ago•0 comments

CoreWeave Data Center to Double City's Power Needs as AI Strains US Supply

https://www.bloomberg.com/news/articles/2025-07-14/coreweave-expands-dallas-area-data-center-power-grid-strains-grow
1•mfiguiere•23m ago•0 comments

Lenovo Legion Go S: Windows 11 vs. SteamOS Performance, and General Availability

https://boilingsteam.com/lenovo-legion-go-s-windows-vs-steam-os-performance/
3•ekianjo•23m ago•0 comments

Tesla Makes a Desperate Move in Canada as Sales Collapse

https://gizmodo.com/tesla-makes-a-desperate-move-in-canada-as-sales-collapse-2000628708
2•rntn•24m ago•0 comments

Trust the Vibes

https://robinrendle.com/notes/trust-the-vibes/
2•herbertl•27m ago•0 comments

UX of 9 Code Assistant Combinations: A 6-Hour Comparison in VS Code

https://addshore.com/2025/07/ai-code-assistant-comparison-golang-kata-1-july-2025/
1•addshore•27m ago•0 comments

Strategies for Fast Lexers

https://xnacly.me/posts/2025/fast-lexer-strategies/
6•xnacly•28m ago•0 comments

Getting started with the W65C832 FPGA core, a 32 bit extended 6502

https://joedavisson.com/software/w65c832/w65c832.html
2•fanf2•29m ago•1 comments
Open in hackernews

Impacts of adding PV solar system to internal combustion engine vehicles

https://www.jstor.org/stable/26169128
53•red369•4h ago

Comments

torginus•3h ago
I remember reading about this Swedish dude who added 2 solar panels totaling about 1 kW to his hybrid station wagon. Even though the sun doesn't really shine all that much there, he still got enough power out of it, to never have to charge his car for his 20kmish daily commute.
nordsieck•3h ago
> I remember reading about this Swedish dude who added 2 solar panels totaling about 1 kW to his hybrid station wagon.

I want to see a picture of that.

Apparently 1 kw fits on an extended box van [1]. But I don't now how you'd do it on a wagon without making it look like some sort of Burning Man art car.

---

1. https://www.reddit.com/r/vandwellers/comments/1dpcxu4/if_any...

Veliladon•3h ago
No he didn't. Sweden gets ~2.6kWh/day per kW of solar panels. Malmö is at 55N latitude. If he put the panels on the car I hope he had a decent anti reflection coating because at that latitude he could be looking at 25% reduction in performance from the incident angle.

A purpose built EV gets something like 270Wh/mile in near perfect conditions little alone in a colder climate like Sweden.

12.5 * 270 = 3,375

So we've made absolutely every assumption greatly in his favor and we're already 750Wh short.

The math ain't mathing.

taneq•3h ago
Are we sure his car wasn’t a Twike or something? There’s ultralight EVs for which this could work.

Edit: Never mind, “hybrid station wagon”.

IAmBroom•3h ago
Regardless, it's not going to generate the claimed 1kW.
pchew•2h ago
Let's not forget to do the math on how much less efficient the vehicle is over all with panels strapped to the top messing with the aerodynamics.

Even then, he said hybrid.

nielsole•2h ago
If he only drives Mo-fr the math works out though
torginus•2h ago
I don't remember the exact details, it's possible that he charged it over the weeked (or just didn't use it, thus getting 2 extra day of charge).

You can play around with assumptions, like what if it was driven in stop-and-go traffic at very low speeds? Then your quoted 270Wh figure might be lower.

But anyways, with these general conditions, with the numbers you quoted, and with a 10 kwh battery (aspull), you'd be looking at a net loss of 775Wh/day, which means you could go 13 days between charges.

The point I tried to make, is that solar panels on hybrids/EVs add a lot of practical value to people who can't charge at home/work, and it's not just meaningless greenwashing.

Also that 2.6kWh figure is a yearly average probably, sunlight varies greatly over the year.

sigio•2h ago
Won't work for most cars in cities, as they will be parked in indoor/underground garages, so no solar to speak of for their parking time, and the bit of solar you get while driving will maybe power the lights/electronics/audio system at most.

(Driving a full EV, but needing to charge 30+kwh/week, and my small (but larger than a car could fit) home-solar only provides max 20kwh/week in spring/summer.

Veliladon•3h ago
They're not wrong but if you stick a solar panel on a car that's almost constantly going to be in less than perfect conditions to gather power the EROEI for the panel is going to struggle to be above 1.

Stick a panel on the bloody roof of a house or building and use that to charge the car. It'll do orders of magnitude more good.

Mashimo•3h ago
Or above the parking lot. Shadow and energy for the car :)
Veliladon•3h ago
Exactly.

Only thing holding off my EV purchase is that I want proper V2G support. If I'm paying for 100kWh of lithium battery capacity I damn well want to use it as a backup for my house.

sillystu04•2h ago
My understanding is that V2G (vehicle to grid) requires transfer switches etc to be installed to your home electrical setup so you don't accidentally backfeed electricity into the grid. So it's never going to be a simply a matter of getting a better EV.

Why exactly do you want a backup? If you're looking to maintain a few key appliances or internet during a grid outage a vehicle with V2L like an MG4 or BYD might be sufficient.

You probably already know this, but for the sake of providing context to other readers: V2G - vehicle to grid, providing power to the grid from your car battery like is common for home solar batteries; V2L - vehicle to load, a power outlet using energy from your car battery.

Veliladon•2h ago
Transfer switches are trivial to have installed. I already have a manual, interlocked one for a portable generator.

I have a 13kW array on the roof and live in a place where ice storms make power outages a thing most years. My solar inverter is grid following. Even if I can't get grid forming from a car I'd only have to pay for a small battery and grid forming inverter to cold start the whole operation rather than $10K of extra batteries for them to do the grid forming. Then I can let the solar and vehicle do their thing and follow the islanded grid during the outage.

lm28469•2h ago
That's actually mandatory in France for large parking lots
parpfish•3h ago
The panels themselves would be more efficient, but in terms of getting that power into the car you might be better off having inefficient panels that work everywhere you go rather than optimized panels that only work when you go to a charging station
IAmBroom•3h ago
The study literally proves you wrong.
parpfish•2h ago
Having only read the abstract, no?

In high sun areas there’s a positive ROI

maccard•2h ago
You’ve made an assumption - that the owner of the car has a roof, and can charge the car from there. People who don’t live in a place with off street parking to install a cable need a slightly different solution.
wojciii•2h ago
So .. it would make sense to make a law that requires new parking spaces to have a solar roof which can charge the cars which park there for a few. This would spread rather quickly, I think.

I have solar panels at home and can charge a car .. but I'm mostly parked elsewhere when the sun is shining the most.

immibis•1h ago
There's no reason to assume the charger and the panel have to be colocated if the panel isn't on the car. We have an electricity grid.
aqme28•24m ago
Exactly. Maybe just because I live in a city and almost everyone I know with a car will just find street parking somewhere within walking distance of their apartment.
janosch_123•3h ago
I built my own electric cars and calculated if this would be worth it. Roof of car is curved and you get the conversion losses (needs to be bumped to 400V to charge batteries).

You add a lot of complexity for marginal gains. Peak time you get maybe 500W which doesn't go very far.

I haven't made video about solar yet, but I am sharing what I know on https://www.youtube.com/@foxev-content

walrus01•3h ago
I agree on this. Using the pvwatts calculator for a very rough estimate of cumulative kWh produced per *month*, a theoretical 380W panel on top of a car that is in perfect sunshine from sunrise to sunset, never shaded or obstructed, on a car in the sunny climate of San Diego CA will produce the following:

61 kWh per month in the best month of the year (August)

39 kWh per month in the worst month of the year (December)

As you can see from this, the kWh per day is quite minuscule, not enough to charge a car to go any appreciable distance.

chiph•2h ago
I believe that solar panels were an option on the Maybach 62S, and they would run the ventilation fan while you were parked so you wouldn't return to a hot car after going to the store.

Like everyone else has said - there just isn't enough area on the top surfaces of a car to do any noticeable charging.

walrus01•2h ago
If you were to theoretically have a perfect 400W PV panel on top of a car, and left in direct sunlight, it might be enough to run a medium sized peltier/TEC cooling unit to somewhat cool down the car while you leave it parked. Or a very small heat pump. Would definitely add a lot of extra cost in manufacturing and complexity.
bestouff•2h ago
60kWh may be enough for occasional short trips.
gus_massa•2h ago
Using "270Wh/mile" from another comment,

(61kWh/month) / (270Wh/mile) / (31day/month) = 7.3mile/day =~ 11.7km/day

(39kWh/month) / (270Wh/mile) / (31day/month) = 4.7mile/day =~ 7.5km/day

My conmute is like 3 or 7 miles (4 or 11 km), depending on where I have to go.

Anyway, I expect that a rooftop installation is much more efficient.

walrus01•2h ago
The rough estimate calculation for the theoretical 39 to 61 kWh per month are for a perfectly mounted, south facing, 15 degree tilted PV panel such as might be on the roof of a warehouse, or in a field somewhere. With no buildings or trees or shade obstructions around it. And perfectly exposed to sunlight from the moment of sunrise all the way to sunset. That's the 'default' assumptions built into pvwatts for calculating a fixed installation PV site.

On an actual car that parks under trees, in parking garages, beside buildings in the shade, etc, the actual production would be much less. Not to mention the panel would be 'flat' on the roof and rarely if ever angled facing south, unless you happened to park on a hill with the roof of the car angled south...

It's also not possible to say that a theoretical 39kWh can be turned into so many miles at 270Wh/mile because it's not a perfectly efficient system, I'd guess at least 15-20% would be lost to heat in charging the battery and DC-DC conversion.

agumonkey•2h ago
I wonder if it would be OK-ish to build a very lightweight, very long, low powered solar "bus" (or a tram like chain). Just enough to roam around a city at 15-20mph for free.

You'd get enough surface to get ~4kW

bestouff•2h ago
4kW on a bright sunny day, for a few hours around noon. Even my small EV outputs 100kW when floored, and 4kW doesn't get it very fast.
lazide•1h ago
In direct, unshaded sunlight. Which is the opposite of any significant sized city I’m aware of.
PunchyHamster•2h ago
We have trams. We don't need to make worse trams
CerebralCerb•2h ago
It's an interesting idea. I did some napkin math based on the Solaris Urbino 18 bus. The buses have about 45 square meters of ceiling area (18m by 2.5m). Assuming efficient solar panels you could get 250w/sqm. That works out to 11.25 kwh/hour. The bus advertises with 600km of range with 800kwh of batteries so that is 1.33 kwh/km. Hence it could do ~8km/h on average when it is sunny.

The math does not really work out to a viable product with this bus, but it is not too far off. A city bus that has been purpose-built for low speed in urban areas without other traffic may work as it can make some sacrifices. For instance, since it runs much slower on average it would need smaller engines. It could also use more light-weight material since it won't need to handle high speed collisions. If it is just used for short distances within a city center it could also do away with seats. Lower speed should also lead to lower consumption.

The Solaris Urbino 18 weighs 17.5 tons curb weight. Assuming fuel consumption is pretty linearly related with weight and you could get it down to less than half, you could get a bus with a range of 10 miles per hour of charging. If it drove for 6 hours a day, but got charged for 12, 20 miles on average per hour is possible.

sdeframond•2h ago
Would that be more interesting with tram because of the low-friction wheels?

I imagine that could be viable in, say, Dubai or some other extremely sunny place ?

lm28469•2h ago
Why bother ? Have the solar panels on top of the tram warehouse, use the tram batteries for storage, swap empty ones for full ones when needed. If the solar array is down use the grid. That way you divid points of failure instead of multiplying them
immibis•1h ago
Or... power the tram lines from the grid and feed solar power into the grid somewhere else.

Trams use fixed infrastructure, including overhead power lines. I'm sure they must exist somewhere, but battery-powered trams are not popular.

cesarb•25m ago
> I'm sure they must exist somewhere, but battery-powered trams are not popular.

Yes, they do exist. The Alstom Citadis at Rio de Janeiro, which I take often, uses a supercapacitor for small pieces of its route (mostly crossings where the third rail would be damaged too often by vehicle traffic, or be impractical); according to the Wikipedia article (https://en.wikipedia.org/wiki/Alstom_Citadis), the Alstom Citadis at Nice uses batteries for parts of its route (https://www.railway-technology.com/projects/nice-trams/). I'm sure there are others.

AstralStorm•49m ago
Why bother? Put the charge station in the bus stop instead. They have a longer runtime to charge and the bus does not have to be slow. Potentially easier to maintain too.
Zigurd•2h ago
I suspect the lightweight, and hence low power requirements, are the correct part of the hypothesis. But making the vehicle as big as a bus implicates a lot of weight. Maybe a solar charging cargo bike fairing would have some benefit, but that's an expensive bike and it will tend to get stored indoors.
jerf•50m ago
There have been solar car competitions that colleges have been doing for decades. Here's a YouTube compilation of one that ran last week: https://www.youtube.com/watch?v=ZBin-oXBJzM

I think it can help calibrate people's intuitions about what you can expect out a pure-solar car.

You also need to remember that inside those shells is basically nothing but a driver. No AC, no batteries, no seats for people beyond the bare minimum. And that's broad daylight. So you need to look at them doing 20-30mph and bear in mind that it's still not comparable to a street-legal sedan of a similar size doing 20-30mph... those cars are essentially as close to "a mobile cardboard box" as the competitors can make them.

You might be able to build something that people would agree is "a bus" that moves with a couple of people on board, but it probably will stop moving once it enters shadow. Anything that we'd call "a bus" is going to need a lot more physical material per unit solar input than those cars have. I'm not sure that even "moves with a couple of people on board" will necessarily end up being faster than those couple of people walking, either. It's effectively impossible to power a vehicle with its own solar footprint in real time. It also ends up difficult to use them to power batteries because having to move the additional mass of the batteries eats up the advantages of being able to gather power for larger periods of time. It's possible, because of course you can hook a car up to solar panels and eventually charge it, but you don't get very many miles-per-day out of it for what fits on the car itself alone if you work the math.

willvarfar•26m ago
Thx that was a really awesome video!

Commenting here to encourage other HNers to go watch it. Right now it has under 400 views and no comments.

mikepurvis•22m ago
Yup, was just going to link something like that— here's the University of Waterloo's solar car team's vehicles: https://www.uwmidsun.com/our-cars

And even those IIRC don't drive continuously. They drive for part of the day, then park them angled into the sun for the other part of the day to top up the batteries.

It's pretty hard to beat fixed panels + fast charging + parking your vehicle in a garage where it doesn't see the sun anyway (or get super hot).

johannes1234321•34m ago
Well, if you have a fixed route you are not limited by space on the vehicle to put solar on, but can provide electricity via a rail or wire or something and then gather energy on some larger Solarstation or from wind turbines or what else comes to mind.

Then you can reduce rolling resistance by using steel tracks and steel wheels ...

... and oh, you have invented the tram/light rail ;)

(But even with solar you need to finance the construction and maintenance, even the slow vehicle need some ... thus either tax finance or charge fares or mix income)

actionfromafar•2h ago
There was some car which used a small solar panel to pass fresh, cooler air into the cabin during sunny days. This both made the car more pleasant to enter and lowered the initial AC surge. I don't know if it also trickle charged the starter battery so it never could get completely depleted from just standing for longer periods. Both these things seemed worthwile.
pyk•2h ago
The 2010 Prius IV had this as an option - one of my favorite cars due to low maintenance (the lowest maintenance visits per year for its era). The solar panel air vent circulation is a nice feature (even if slightly gimmicky) and I suspect extends the hybrid battery life as well by preventing some marginal battery heat death while parked.

The newest (2023+) Prius brought back the solar roof as an option - and this time it charges the battery (albeit marginally / but not bad for those that drive minimally).

eldaisfish•25m ago
A more practical solution is to leave the windows slightly open so the hot air escapes.
pchew•2h ago
I have a 100w solar panel on top of my car...to tend a 12v battery. It's got a Dewalt battery charger, mikrotik ltap, and raspberry pi hooked up to it. Little hotspot with multiple sims and resource server(mainly just for fun). Anyone that can do basic math should immediately realize there's just not enough area to make an appreciable difference in regards to mileage.
jollyllama•1h ago
Very nice. How long does that tend to stay alive for? And what kind of cold weather conditions do you have to contend with?
barnas2•52m ago
The Prius Prime solar panel roof I think can net 3-6 miles a day under ideal conditions (which we're probably close to here in Arizona). I think that's a little more than people would expect, but still only applicable in niche conditions (tiny daily commute, or a longer non-daily commute). I think the math works out to ~4-6 years to break even for the cost of adding the solar roof assuming $0.15 per kwh, which isn't terrible.

If solar tech gets more efficient or cheaper, I think it starts becoming a much more attractive option in some areas. If you get into the 10+ miles per day range, that would cover a lot of peoples commutes in certain areas.

jeffbee•46m ago
The Prius Prime solar roof is a $610 option available only on the top XSE trim level, so a hypothetical buyer is paying ~$7500 to access this effectively negligible amount of energy.

ETA: and the fact that this option is tied to the significantly less efficient 19" wheel package, instead of the standard 17" wheels, means that this will never, ever be a net benefit.

mattmaroon•43m ago
Not if they were getting that trim level anyway.
beAbU•43m ago
Does the extra 3-6 miles factor in the need to now run the AC much more aggressively because the car will be hot from sitting in the sun all day?

If this quoted number comes from the manufacturer itself, then I think the answer is "no".

kgermino•10m ago
I don’t think you’d have to run the AC any more aggressively with the solar panels than with a traditional steel roof?

If you’re suggesting it wouldn’t work in a garage, that’s obviously true (and another factor in whether car solar makes sense) but many (most?) people park their cars outside during the day anyway. I for one can’t remember the last time I parked under cover

danans•8m ago
> Does the extra 3-6 miles factor in the need to now run the AC much more aggressively because the car will be hot from sitting in the sun all day?

Most cars are already sitting in the sun all day.

aziaziazi•1m ago
Not here in European cities where they’re either within a multi story park or in the side of a half day shaded tiny street.
thinkalone•2m ago
The initial use of solar on the Prius was to power a ventilation fan while the car was parked, and the current version seems to specifically be designed to provide power to the air conditioner while driving. But, I also can't imagine the difference between cooling down the cabin is much different from parking in the sun or in the shade - you'd be running it continually to achieve "room temperature" during the entire drive either way.
HPsquared•2h ago
Say the car gets 4 miles per kWh. So a 500 W charging rate (neglecting losses) can be expressed as 2 mph.

Compare to a fast charger which will be several hundred mph.

rfrey•2h ago
This is a good way to look at it, but perhaps a new unit, like range per hour? Since mph is alreday a unit of velocity.
HPsquared•2h ago
Same dimensions, same units. Sure it can be expressed more specifically e.g. "miles of nominal range per hour". But it's still miles per hour to facilitate mental calculation.
jameshart•1h ago
It expresses how many miles you can get in a given number of hours. It is a velocity.
jermaustin1•57m ago
Range isn't a unit though, so it isn't actually telling you anything technical. Since range is a distance unit, it would still be "miles per hour" or "kilometers per hour" or "meters per second" or anything to let you know how long it will take to top up to full range.

Could be "%/minute" maybe, but that is less useful if you know you need to go 45 miles, you would want to know how many hours (or fraction there of) that would take.

kgermino•7m ago
Miles (of range) per hour (of charge) is somewhat widely (and accurately) used as a metric for charging speed
VBprogrammer•54m ago
Not sure if I've slipped a 0 here but 500w taken over the year, at say a 10% capacity factor, is still over 3500 miles of range per year. A fair bit short of the average mileage (in the UK somewhere around 10k) but still more significant than I expected. Of course 500w is a lot of solar for a car and 4 miles / kWh is also quite efficient.
jvanderbot•2h ago
This is a perfect nerd snipe. I can't imagine any car owning (esp ev owning) engineer hasn't or wouldn't eventually think about "why can't I charge my car from my car".
seltzered_•46m ago
You might like the series by youtuber 'Power of Light' where he packs solar panels in his car to charge his car to do a solar cannonball run from New York to California on those solar panels alone: https://m.youtube.com/playlist?list=PL9nfj0jfPXYBF8FO7sckzvV...

Can't remember how long it took, think a couple weeks at least?

PunchyHamster•2h ago
Only advantage is if you use car rarely, park outdoors and don't want onboard battery to drain, tho way smaller panel needed to cover that
marcosdumay•58m ago
Yep. A solar car ceiling seems great to make EVs more reliable on the hands of people that only charge them rarely or may travel to the middle of nowhere and can get surprised by battery faults.

Those are a very small share of car owners, and EVs are nowhere close to the market penetration to care abut them. But it will eventually make sense.

sevensor•2h ago
Can you comment more on the complexity? Like, is it running wire harnesses everywhere, is it the power electronics, cooling, mechanical mounting, something else, all of the above?
janosch_123•1h ago
Of course. It is an intriguing idea, but a local maximum.

- The panel sits at open-circuit voltage of 48V

- That then needs to be converted/boosted to 400V (conversion loss)

- The converter needs to talk to the BMS to make sure batteries can be charged at this moment (component that is live all the time and is a current draw)

- Need to think about it, but you want another set of contactors between panel and HV-Bus where the battery sits (current draw)

1km of driving is 150Wh so 1kWh gets you 6.6km or 4.1 mi

Let's be generous and say you have a 500W panel(punchy) for 8 hours at full blast (doesn't happen), you get 500W x 8 hrs = 4kWh. Lets say isolated converter loses you 10% so you are at 3.6kWh Thats 24km or 15mi of driving in perfect conditions.

2x Gigavac contactors, keep them closed costs you 24W, so that lowers the input further to 476W * 8hrs = 3.8kWh, less 10% = 3.42kWh ...

Someone who studied EE might be able to make this more accurate. Back of the napkin math, not totally impossible, but not worth adding it for a trickle charge. Adding components that can break, adding weight etc.

There are interesting solar cars out there where you reduce the weight heavily and fold out big solar sails. Then you are getting somewhere, for a city car you don't have enough surface. For an SUV or American Style Flatbed truck you have so much weight it's not worth it either.

Aachen•43m ago
> not totally impossible, but not worth adding it

I don't drive 24km per day, and don't have a good way to get to the train station other than by car. The bus is too tight, they miss each other often. Cycling isn't safe between towns, you have to basically go on a highway without any separation (yes that's legal in Germany to cycle on, as there is no other way than perhaps a farmer's grass path to go between towns, so they don't call them highways but cars drive highway speeds - or more, if they don't stick to the limit). I also don't have charging infrastructure or a driveway. A vehicle that does those couple km a few times per week without needing to drive elsewhere to charge gets me a long way. Charge me up, Scotty

I've looked into this and the moment the Aptera ships (probably never but here's for hoping) I'm buying my first car. I've looked critically at the range they assume you get at my latitude and it would keep topped up for enough months of the year that it's totally worth it (maybe it was even year-round because they're so efficient, I don't remember now, but I'm also okay charging it thrice a year)

msgodel•54m ago
People don't seem to talk about Watt hours per mile much but when you're generating the power yourself it really matters. Tesla's model 3 is AFAIK one of the more efficient EVs and gets ~260 Watt hours per mile. With solar a good rule of thumb is to take the nominal rating for the panels you can point south and multiply it by 4 to get the approximate daily energy you'll generate in watt hours. If you could optimally park a car and let's assume you could cover it in a couple 100 Watt panels that would give you about four extra miles of daily range.

Maybe it's interesting if you live in a city and drive once a week.

bee_rider•49m ago
Maybe an RV could be covered with solar? The top is much bigger, and if it isn’t charging fast enough you can always pull over and have lunch while the battery catches up.
ErikHuisman•33m ago
Who lunches for several days/weeks? logically you would charge high speed through a plug with energy generated by panels that are much more efficiëntly (money+yield) placed and not have to carry around.
mikepurvis•26m ago
But an RV is also way bigger and heavier.

RV panels make sense for the boondocking use case, where you want to charge computers or satellite internet terminal or something, but I can't imagine actually trying to drive on that power.

kgermino•8m ago
Agreed. There’s an EV camper van with rooftop solar. IIRC it gets about 1000W peak, which isn’t bad for the home batteries but is basically nothing for the high voltage drive system
amluto•5m ago
How about charging your house batteries, which power fans and lights and perhaps cooking and A/C? This kind of solar setup can be rather cheap and quite effective.
masklinn•25m ago
It’s always going to be anecdotal. I reckon a mid size RV (say upper class B) will have 1500-2000W of solar capacity, if it’s really boxy. It’s going to have the aerodynamics of a brick. Meaning you’ll be lucky to get 1mi/kwh at highway speed, maybe 2~2.5 if you keep under 30.

So you’ll be charging at 2~5mi/h, if the sun is shining straight overhead.

It’ll count for something if you park the RV in the sun for a week as you camp somewhere, but on the road it gives you some limping ability and that’s about it. The main benefit is not running the AC off of the engine.

SideburnsOfDoom•21m ago
Even better to get a fixed structure such as a garage or carport, that keeps the vehicle safe and out of the sun, and cover that in Solar.
sixothree•14m ago
People are absolutely starting to populate their RVs with solar. What I've seen so far is just a few panels - around 600 watts. Usually connected to a battery separated from the RV wiring.
chris_va•2m ago
One can now get (flexible-ish) multi-junction PV (say 29% efficiency) from the factory for under $1/W. Still a higher price than the $0.2/W, lower efficiency panels, but when I messed with panels I felt like we were living in the future.

Anyway, one could also set up the panel to output a much higher voltage by having the factory wire cells in series (though how well that trades off with partial shading for a car roof I have no idea, and I have no idea the minimum quantity required to get that).

... but I agree, even with all that, it seems like a stretch to make it work.

infecto•3h ago
Maybe I am missing something but this feels like a study for the sake of a study? Has this not been solved for a long time. The complexity cost and the potential losses from drag make this fairly pointless. You would be better off with a fixed solar installation.
rbanffy•3h ago
Drag can be resolved by installing a flush panel conformal to the roof. If the vehicle is a van or truck, the flatness of the top makes it far easier.
infecto•2h ago
Needless manufacturing complexity. Far better having static panels with current tech.

They are nice gimmicks like that newer model of Prius but far from being economic reality.

rbanffy•2h ago
For larger utility vehicles you can cover 80% or more of the top, almost doubling the numbers of the study. Depending on the region, this seems to be an obvious way to extend range without adding larger batteries.

For most of my own commutes, this would mean I’d almost never have to plug the vehicle in. While abundant stationary chargers without stupid mobile app requirements would be preferable, this sounds like a perfectly fine plan B.

I’d miss the sun roof though.

infecto•2h ago
Again, needless manufacturing complexity. You would be paying for a gimmick and not a real economic benefit.
immibis•1h ago
Almost everything humans do is a gimmick. Eating anything other than nutrient slop is a gimmick. Gimmicks make life interesting.
infecto•1h ago
Huh? This paper is about the economics or gain from adding solar powers to vehicles hence my statement that it’s a gimmick and it adds complexity (cost) for a gain that is not beneficial. Now if we were talking about marketing the vehicle, sure it perhaps drives a fun idea for buyers.

From an economic standpoint solar panels on vehicles are a gimmick.

rbanffy•1h ago
One thing the paper does is introduce a mathematical model that allows us to decide when it's a gimmick and when it actually becomes useful. As PV panels get more efficient and lighter, there is a point it'll start to make sense despite conversion losses. It's very unlikely to make much sense in Sweden (or even in Ireland, where I live), but different locations, with different infrastructure and, most important, solar exposure, will drive different economics.
IAmBroom•3h ago
It might shut up some of the people who think solar panels are magic.
PunchyHamster•2h ago
Those people dont read papers or believe science
Jasp3r•2h ago
It's also not something that needs research IMO: Toyota has a Prius with solar panel option.
infecto•2h ago
That option is a gimmick though.
danaris•2h ago
But solar has been getting cheaper and more efficient by leaps and bounds.

What would have been a poor investment 10 years ago, or even 5, might well be net-positive today, potentially even in suboptimal weather conditions.

infecto•1h ago
I don’t believe the primary cost is so much the physical panel but the cost to engineer and design it into a roof, also the additional systems needing to hook it into the wiring harness. It’s a fun toy for some but has no real benefit for the many.
danaris•14m ago
But even stipulating this, with the way solar is improving, it may very well not be the case for much longer.

If you can guarantee that, in moderately sunny weather, the solar panel on your car's roof can provide enough power to keep the car going at, say, 30mph indefinitely, that's no longer just a fun toy.

Now, that level of utility may still be a long way off—or may even never be possible!—but I'm not willing to write it off for good, given solar's curve.

ETA: sorry, realized I should unpack a bit why I think this is worth mentioning: Your GP post was expressing confusion over why people would study this; I think it's very valuable to continue studying it as solar continues to improve, so that we can understand just where we are in relation to that utility curve.

ianbooker•2h ago
Solar sun roofs for ICEs were a thing 20 years ago. Solar was able to ventilate your car on sunny days.
fred_is_fred•1h ago
Yes, the Priuses circa 2010 had them.
JamesCoyne•1h ago
mirror https://sci-hub.se/https://www.jstor.org/stable/26169128
throwaway3b03•1h ago
Alternator delete is a very common hack in the ecomodder community (usually coupled with LiFePo or Lithium battery instead of the regular lead-acid). It reduces the complexity and load on the engine, and does give a few percentage better fuel efficiency. But if you mostly ride at night, yeah ...
frzen•1h ago
For a moment I thought this was somehow about putting solar PV panels inside an engine and getting energy from the light from the detonation.... I need a cup of coffee
kylebenzle•1h ago
Thank you for posting your nonsensical take.
jollyllama•1h ago
ICE Vehicle is hiding a major category division here, hybrid vs. traditional ICE. I think in the case of the latter this would only make sense as a bandaid to deal with parasitic battery drainage on a vehicle that is usually parked outside.
potato3732842•51m ago
The cyclic nature of the sun actually makes for way better maintenance of lead acid batteries in practice than float chargers. Basically everyone with a boat, RV or rarely used heavy equipment has switched over at this point.
htrp•22m ago
Can you elaborate here?
teekert•39m ago
And yet I know quite some people who report to be very happy with their plugin hybrid, doing max 40 km they hardly have to use fuel anymore and some can charge off their own PV setups (in summer).

I guess it’s a testament to the Netherlands being very compact.

gwbas1c•6m ago
I went the plugin hybrid route. The added complexity caused a lot of maintenance and reliability issues. I ended up having to dump the vehicle at a loss.

Something to keep in mind: A full EV doesn't require oil changes, which you still need to do with a plugin hybrid.

If you're able to do all your daily driving on battery only, then why bother with a gas engine that you aren't using? High speed charging works very well for the occasional road trip; it's at the point where if you take your bathroom breaks at high-speed chargers, you don't even need to "think" about charging.

lenerdenator•50m ago
If someone just put a battery-powered and solar-charged AC system in a car, I think it'd do a lot to reduce idling, if nothing else.
testing22321•43m ago
ThI’m a couple drove their EV the length of West Africa (and more) powered by solar panels they brought with them. Very cool.

https://www.instagram.com/4x4electric

phkahler•40m ago
I'd like to see PV added to a Ford Maverick hybrid.
jwr•16m ago
When I looked at the title, I immediately thought that even if this makes sense from an engineering standpoint, psychology is going to be the bigger problem. For some reason many people are hell-bent on burning fossil fuels, almost in a sect-like belief kind of way. I do not understand it, but the backlash against anything electric for example is real.
droopyEyelids•10m ago
People make noise about a lot of subjects, but money is what really talks. Whatever is cheaper will end up gaining market share until it wins.
ArtemZ•19s ago
Burning fossil fuels is relatively simple and well understood by general public. Modern business strategies to squeeze every cent out of a customer that involves subscriptions, planned obsolescence, adding bizarre complexity for marginal gains are not helping. Buying a very expensive black box with questionable reliability, possible dependency on a manufacturer provided internet services (APIs for updating etc), questionable availability of parts and probably not really fixable by yourself or your local shop with rednecks with wrenches is not very appealing when you are living paycheck to paycheck.
condensedcrab•15m ago
Even the Aptera, which is designed to be super lightweight, can only regen about 10% of the battery (40 mi vs. 400 mi total capacity) with rooftop solar (https://aptera.us/)

Good reminder with respect to the CAFE standards (rip) that sometimes engineering doesn't trend towards what is "good" with respect to SWaP-C but rather what games the current regulatory environment best.

kibwen•12m ago
But the average American drives less than 40 miles per day (33 is the current estimate). The relative charge doesn't matter, because what this suggests is that most Americans would be able to go most days without spending any effort or money at all on charging.
privatelypublic•9m ago
You're forgetting america loves its covered parking
kibwen•6m ago
America also loves reserving vast swathes of the road for on-street parking, as well as endless fields of parking lots, not to mention that an enormous number of homeowners would rather park in their driveway and use their garage for storage.

I'm not trying to say solar roofs on cars make sense as a default option, but focusing on "percentage of battery charged" is the wrong metric. Most Americans would get by just fine on a relatively modest amount of charge per day, especially if we got over our range anxiety of insisting on massively oversized batteries for the average EV, which drastically increases weight and decreases efficiency.

timerol•10m ago
10% of the battery per day, which would cover all of my driving other than the rare long road trip. I have plenty of weekends where I drive 200 miles, but then the battery would recharge over the week when I drive less than 40 miles a day
energ8•13m ago
"significant increase in the range of 10.7-42.2% for lightweight and aerodynamic efficient vehicles" shout out to aptera motors https://aptera.us/vehicle/ that's currently vapor ware "Designed with ~700 watts of integrated solar cells, drive up to 40 miles per day completely off the grid and enjoy 400 miles of range per full charge"
londons_explore•5m ago
One big benefit:

Electrical engineers in 2025 have so many little power drains that any car left undriven for a few months has a dead battery.

A small book sized solar panel is enough to counteract that.