| ▲ | jofer a day ago |
| What really worries me is that I keep hearing "cooling is cheap and easy in space!" in a lot of these conversations, and it couldn't be farther from the truth. Cooling is _really_ hard and can't use efficient (i.e. advection-based air or water cooling) approaches and are limited to dramatically less efficient radiative cooling. It doesn't matter that space is cold because cooling is damned hard in a vacuum. The article makes this point, but it's relatively far in and I felt it was worth making again. With that said, my employer now appears to be in this business, so I guess if there's money there, we can build the satellites. (Note: opinions my own) I just don't see how it makes sense from a practical technical perspective. Space is a much harder place to run datacenters. |
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| ▲ | yabones a day ago | parent | next [-] |
| Yeah, I don't see a way to get around the fact that space is a fabulous insulator. That's precisely how expensive insulated drink containers work so well. If it was just about cooling and power availability, you'd think people would be running giant solar+compute barges in international waters, but nobody is doing that. Even the "seasteading" guys from last decade. These proposals, if serious, are just to avoid planning permission and land ownership difficulties. If unserious, it's simply to get attention. And we're talking about it, aren't we? |
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| ▲ | eldenring 20 hours ago | parent | next [-] | | You should read the linked article, they talk about it there. You radiate the heat into space which takes less surface area than the solar panels and you can just have them back to back. In general I don't understand this line of thinking. This would be such a basic problem to miss, so my first instinct would be to just look up what solution other people propose. It is very easy to find this online. | | |
| ▲ | mkesper 18 hours ago | parent | next [-] | | Please have a look at how real stations like ISS handle the problem and do not trust in should-work science fiction. It's hard. https://en.wikipedia.org/wiki/International_Space_Station#Po... | | |
| ▲ | jcattle 17 hours ago | parent [-] | | Taking a system which was conceptualized about a quarter of a century ago and serves much different needs than what a datacenter in space needs (e.g. very strict thermal band, compared to acceptable temperature range from 20 to 80 degrees) isn't ideal. The physics is quite simple and you can definitely make it work out. The Stefan Boltzman law works in your favor the higher you can push your temperatures. If anything a orbital datacenter could be a slightly easier case. Ideally it will be in an orbit which always sees the sun. Most other satellites need to be in the earth shadow from time to time making heaters as well radiators necessary. | | |
| ▲ | uplifter 17 hours ago | parent [-] | | These data centers are solar powered, right? So if they are absorbing 100% of the energy on their sun side, by default they'll be able to heat up as much as an object left in the sun, which I assume isn't very hot compared to what they are taking in. How do they crank their temperature up so as to get the Stefan Boltzmann law working in their favor? I suppose one could get some sub part of the whole satellite to a higher temperature so as to radiate heat efficiently, but that would itself take power, the power required to concentrate heat which naturally/thermodynamically prefers to stay spread out. How much power does that take? I have no idea. | | |
| ▲ | TheOtherHobbes 14 hours ago | parent [-] | | σ is such a small number in Stefan-Boltzman that it makes no difference at all until your radiators get hot enough to start melting. You not only need absolute huge radiators for a space data centre, you need an active cooling/pumping system to make sure the heat is evenly distributed across them. I'm fairly sure no one has built a kilometer-sized fridge radiator before, especially not in space. You can't just stick some big metal fins on a box and call it a day. | | |
| ▲ | torginus 10 hours ago | parent [-] | | Out of curiosity, I plugged in the numbers - I have solar at home, and a 2 m2 panel makes about 500w - i assume the one in orbit will be a bit more efficient without atmosphere and a bit more fancy, making it generate 750w. If we run the radiators at 80C (a reasonable temp for silicon), that's about 350K, assuming the outside is 0K which makes the radiator be able to radiate away about 1500W, so roughly double. Depending on what percentage of time we spend in sunlight (depends on orbit, but the number's between 50%-100%, with a 66% a good estimate for LEO), we can reduce the radiator surface area by that amount. So a LEO satellite in a decaying orbit (designed to crash back onto the Earth after 3 years, or one GPU generation) could work technically with 33% of the solar panel area dedicated to cooling. Realistically, I'd say solar panels are so cheap, that it'd make more sense to create a huge solar park in Africa and accept the much lower efficiency (33% of LEO assuming 8 hours of sunlight, with a 66% efficiency of LEO), as the rest of the infrastructure is insanely more trivial. But it's fun to think about these things. | | |
| ▲ | jdhwosnhw 9 hours ago | parent | next [-] | | This argument assumes that you only need to radiate away the energy that the solar actively turns into electricity, but you also need to dissipate all the excess heat that wasn’t converted. The solar bolometric flux at the earth is 1300 w/m2, or 2600 for 2 sq m. That works out to an efficiency of ~20% for your home solar, and your assumed value of 750 w yields an efficiency of ~30%, which is reasonable for space-rated solar. But assuming an overall albedo of ~5% that means that you were only accounting for a third of the total energy that needs to be radiated. Put another way, 2 sq m intercepts 2600 w of solar power but only radiates ~1700 w at 350 k, which means it needs to be run at a higher temperature of nearly 125 celsius to achieve equilibrium. | |
| ▲ | yetihehe 9 hours ago | parent | prev | next [-] | | > 2 m2 panel makes about 500w It receives around 2.5kW[0] of energy (in orbit), of which it converts 500W to electric energy, some small amount is reflected and the rest ends up as heat, so use 1kW/m^2 as your input value. > If we run the radiators at 80C (a reasonable temp for silicon), that's about 350K, assuming the outside is 0K which makes the radiator be able to radiate away about 1500W, so roughly double. 1500W for 2m^2 is less than 2000kW, so your panel will heat up. [0] https://www.sciencedirect.com/topics/engineering/solar-radia... | | |
| ▲ | fc417fc802 3 hours ago | parent [-] | | You can't just omit the 500 W of electric. That ultimately ends up as heat too. |
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| ▲ | uplifter 8 hours ago | parent | prev | next [-] | | >Depending on what percentage of time we spend in sunlight (depends on orbit, but the number's between 50%-100%, with a 66% a good estimate for LEO), we can reduce the radiator surface area by that amount. You need enough radiators for peak capacity, not just for the average. It's analogous to how you can't put a smaller heat sink on your home PC just because you only run it 66% of the time. | |
| ▲ | two_handfuls 10 hours ago | parent | prev [-] | | Yes it's fun. One small note, for the outside temp you can use 3K, the cosmic microwave background radiation temperature. Not that it would meaningfully change your conclusion. |
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| ▲ | wongarsu 16 hours ago | parent | prev | next [-] | | It's definitely a solvable problem. But it is a major cost factor that is commonly handwaved away. It also restricts the size of each individual satellite: moving electricity through wires is much easier than pumping cooling fluid to radiators, so radiators are harder to scale. Not a big deal at ISS scale, but some proposals had square kilometers of solar arrays per satellite | | |
| ▲ | jofer 11 hours ago | parent [-] | | That exactly. It's not that it's impossible. It's that it's heavy to efficiently transport heat to the radiators or requires a lot of tiny sats, which have their with problems. |
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| ▲ | 18 hours ago | parent | prev [-] | | [deleted] |
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| ▲ | kristianbrigman 10 hours ago | parent | prev [-] | | But heat = energy, right? So maybe we don’t really want to radiate it, but redirect it back into the system in a usable way and reduce how much we need to take in? (From the sun etc) | | |
| ▲ | jdhwosnhw 7 hours ago | parent [-] | | Useful, extractable energy comes from a temperature differential, not just temperature itself. Once your system is at temperature equilibrium, you cant extract energy anymore and must shed that temperature as heat |
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| ▲ | PeterHolzwarth 20 hours ago | parent | prev | next [-] |
| "space is cold" I've always enjoyed thinking about this. Temperature is a characteristic of matter. There is vanishingly little matter in space. Due to that, one could perhaps say that space, in a way of looking at it, has no temperature. This helps give some insight into what you mention of the difficulties in dealing with heat in space - radiative cooling is all you get. I once read that, while the image we have in our mind of being ejected out of an airlock from a space station in orbit around Earth results in instant ice-cube, the reality is that, due to our distance from the sun, that situation - ignoring the lack of oxygen etc that would kill you - is such that we would in fact die from heat exhaustion: our bodies would be unable to radiate enough heat vs what we would receive from the sun. In contrast, were one to experience the same unceremonious orbital defenestration around Mars, the distance from the sun is sufficient that we would die from hypothermia (ceteris paribus, of course). |
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| ▲ | DoctorOetker 10 hours ago | parent | next [-] | | Assuming merely attitude control, sure only radiative cooling is available, but its very easy to design for arbitrary cooling rates assuming any given operating temperature: Budget the solar panel area as a function of the maximum computational load. The rest of the satellite must be within the shade of the solar panel, so it basically only sees cold space, so we need a convex body shape, to insure that every surface of the satellite (ignoring the solar panels) is radiatively cooling over its full hemisphere. So pretend the sun is "below", the solar panels are facing down, then select an extra point above the solar panel base to form a pyramid. The area of the slanted top sides of the pyramid are the cooling surfaces, no matter how close or far above the solar panels we place this apex point, the sides will never see the sun because they are shielded by the solar panel base. Given a target operating temperature, each unit surface area (emissivity 1) will radiate at a specific rate, and we can choose the total cooling rate by making the pyramid arbitrarily long and sharp, thus increasing the cooling area. We can set the satellite temperature to be arbitrarily low. Forget the armchair "autodidact" computer nerds for a minute | | |
| ▲ | adrian_b 8 hours ago | parent | next [-] | | Making the pyramid arbitrarily long and sharp will arbitrarily diminish the heat conductance through the pyramid, so the farther from the pyramid base, the colder it will be and the less it will radiate. So no, you cannot increase too much the height of the pyramid, there will be some optimum value at which the pyramid will certainly not be sharp. The optimum height will depend on how much of the pyramid is solid and which is the heat conductance of the material. Circulating liquid through the pyramid will also have limited benefits, as the power required for that will generate additional heat that must be dissipated. A practical radiation panel will be covered with cones or some other such shapes in order to increase its radiating surface, but the ratio in which the surface can be increased in comparison with a flat panel is limited. | | |
| ▲ | DoctorOetker 4 hours ago | parent [-] | | we are not discussing a schoolbook exercise, we are not calculating passive heat conduction of a pyramid heated to a base, since it's not a schoolbook exercise we can decide on the condition, we could put in heat pipes etc. its CPU/GPU clusters, so we don't have 0 control on where to locate what heat generators, but even if we had 0 control over it, the shape and height of the pyramid does not preclude heat pipes (not solid bars of metal, but having a hot side where latent heat of a gas condensing to a liquid on the cold side and then evaporating on the hot side). heat pipes have enormous thermal conductivities |
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| ▲ | yetihehe 9 hours ago | parent | prev [-] | | > The rest of the satellite must be within the shade of the solar panel, Problem is with solar panels themselves. When you get 1.3kW of energy per square meter and use 325w of that for electricity (25% efficiency) that means you have to get rid of almost 1kW of energy for each meter of your panel. You can do it radiatively with back surface of panels, but your panels might reach equilibrium at over 120°C, which means they stop actually producing energy. If you want to do it purely radiatively, you would need to increase temperature of some surface pointing away from sun to much more than 120°C and pump heat from your panels with some heatpump. | | |
| ▲ | adrian_b 8 hours ago | parent | next [-] | | When the cost of the solar panels does not matter you can reach an efficiency close to 50% (with multi-junction solar cells) and the panels will also be able to work at higher temperatures. Nevertheless, the problem described by you remains, the panels must dissipate an amount of heat at least equal with the amount of useful power that is generated. Therefore they cannot have other heat radiators on their backside, except those for their own heat. | | |
| ▲ | DoctorOetker 4 hours ago | parent [-] | | the point is that even with 100% INefficient solar panels the pyramidal sides can be made to have an arbitrarily large area, and due to convexity of the pyramid each infinitesimal surface element of the radiating sides can emit the full hemisphere, so given any target temperature, we can design the pyramid sharp enough (same base, different height, so that heat absorbed is constant and heat emitted must equal it in steady state, then by basic thermal radiation math, the asymptotic temperature it will settle at can be made arbitrarily close to temperature of the universe, by making the pyramid sharper.) |
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| ▲ | DoctorOetker 4 hours ago | parent | prev [-] | | no matter how inefficient the solar panels, even with 1% efficiency, you could make the pyramid sharp enough to dissipate the heat stabilizing at any arbitrary low temperature (well, must still be above the temperature of CMB) |
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| ▲ | teeray 12 hours ago | parent | prev | next [-] | | > Temperature is a characteristic of matter. There is vanishingly little matter in space. Due to that, one could perhaps say that space, in a way of looking at it, has no temperature. Temperature: NaN °C | |
| ▲ | pfdietz 10 hours ago | parent | prev | next [-] | | Temperature is a property of systems in thermal equilibrium. One such system is blackbody radiation, basically a gas of photons that is in thermal equilibrium. The universe is filled with such a bath of radiation, so it makes sense to say the temperature of space is the temperature of this bath. Of course, in galaxies, or even more so near stars, there's additional radiation that is not in thermal equilibrium. | |
| ▲ | zeofig 20 hours ago | parent | prev | next [-] | | A perfect vacuum might have no temperature, but space is not a perfect vacuum, and has a well-defined temperature. More insight would be found in thinking about what temperature precisely means, and the difference between it and heat capacity. | | |
| ▲ | bee_rider 12 hours ago | parent | next [-] | | I think your second sentence is what they were referencing. Space has a temperature. But because the matter is so sparse and there’s so little thermal mass to carry heat around as a result, we don’t have an intuitive grasp on what the temperature numbers mean. | | |
| ▲ | fc417fc802 2 hours ago | parent | next [-] | | To rephrase it slightly. It's not a perfect vacuum, but compared to terrestrial conditions it's much closer to the former than the latter. The physics naturally reflects that fact. To illustrate the point with a concrete example. You can heat something with the thermal transfer rate of aerogel to an absurdly high temperature and it will still be safe to pick up with your bare hand. Physics says it has a temperature but our intuition says something is wrong with the physics. | |
| ▲ | zeofig 6 hours ago | parent | prev [-] | | I think otherwise. |
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| ▲ | margalabargala 9 hours ago | parent | prev [-] | | I think the better argument to be made here is "space has a temperature, and in the thermosphere the temperature can get up to thousands of degrees. Space near Earth is not cold." |
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| ▲ | fulafel 10 hours ago | parent | prev | next [-] | | Related: what color is space? | | | |
| ▲ | 17 hours ago | parent | prev [-] | | [deleted] |
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| ▲ | vessenes 17 hours ago | parent | prev | next [-] |
| Jusssst had this conversation two nights ago with a smart drunk friend. To his credit when I asked "what's heat?" and he said "molecules moving fast" and I said "how many molecules are there in space to bump against?" He immediately got it. I'm always curious what ideas someone that isn't familiar with a problem space comes up with for solutions, so I canvased him for thoughts -- nothing novel, unfortunately, but if we get another 100 million people thinking about it, who knows what we'll come up with? |
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| ▲ | BobaFloutist 9 hours ago | parent [-] | | I got really annoyed when I first realized that heat and sound (and kinetic energy) are both "molecules moving," because they behave so dramatically differently on a human scale. And yes, obviously they aren't moving in the same way, but it's still kind of weird to think about. |
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| ▲ | fanf2 a day ago | parent | prev | next [-] |
| This article assumes that no extra mass is needed for cooling, i.e. that cooling is free. The list of model assumptions includes: • No additional mass for liquid cooling loop infrastructure; likely needed but not included • Thermal: only solar array area used as radiator; no dedicated radiator mass assumed |
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| ▲ | Yizahi 14 hours ago | parent | next [-] | | Author also forgot batteries for the solar shade transition period and then additional solar panels to charge these batteries during the solar "day" period. then insulation for batteries. Then power converters and pumps for radiators and additional radiators to cool the cooling infrastructure. Overall not a great model. But on the other hand, even an amateur can use this model and imagine that additional parts and costs are missing, so if it's showing a bad outlook even in the favorable/cheating conditions for space DCs, then they are even dumber idea if all costs would be factored in fully. Unfortunately many serious journalists can't even do that mental assumption. :( | | |
| ▲ | torginus 10 hours ago | parent [-] | | I'd say int makes much more sense to just shut off in the sunshade. The advantage of orbital solar, comes not so much from the lack of atmosphere, but the fact that depending on your orbit, you can be in sunlight for 60-100% of the time. | | |
| ▲ | Yizahi 9 hours ago | parent [-] | | That proposal I've seen a few times too, basically put up a constellation up there, linked with laser comms and then transfer data to the illuminated sats in a loop. That sounds possible, but I have doubts. First of all if we take 400 km orbit, the "online" time would be something like 50 minutes. We need to boot up the system fully, run comm apps, locate a peer satellite and download data from it (which needs to be prepared in a portable form), write it locally and start calculations, then by the end of the 50 min repeat. All these operations are slow, especially boot time of the servers (which could be optimized of course). It would be great if some expert could tell us if it is feasible or not. |
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| ▲ | davedx 17 hours ago | parent | prev [-] | | Yeah that's just flat out wrong then: you can't use the solar array as a radiator. | | |
| ▲ | jcattle 17 hours ago | parent [-] | | Of course you can. You can use everything as a radiator. Unless you have something which is literally 0 Kelvin everything radiates. See here for all the great ways of getting rid of thermal energy in space: https://www.nasa.gov/smallsat-institute/sst-soa/thermal-cont... | | |
| ▲ | notahacker 16 hours ago | parent | next [-] | | You can use everything as a radiator, but you can't use everything as a radiator sufficiently efficient to cool hot chips to safe operating temperature, particularly not if that thing is a thin panel intentionally oriented to capture the sun's rays to convert them to energy. Sure, you can absolutely build a radiator in the shade of the panels (it's the most logical place), but it's going to involve extra mass. | | |
| ▲ | dsr_ 10 hours ago | parent [-] | | You also want to orient those radiators at 90 degrees to the power panels, so that they don't send 50% of their radiation right back to the power panels. |
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| ▲ | oivey 11 hours ago | parent | prev [-] | | You can rivet people onto the outside of the ISS to radiate heat, too, but it may be detrimental to the overall system. |
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| ▲ | pavon a day ago | parent | prev | next [-] |
| Cooling isn't anymore difficult than power generation. For example, on the ISS solar panels generate up to 75 W/m², while the EATCS radiators can dissipate about 150 W/m². Solar panels have improved more than cooling technology since ISS was deployed, but the two are still on the same order of magnitude. |
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| ▲ | Nevermark 20 hours ago | parent [-] | | So just 13.3 million sq. meters of solar panels, and 6.67 million sq. meters of cooling panels for 1 GW. Or a 3.651 km squared and 2.581 km squared butterfly sattelite. I don't think your cooling area measures account for the complications introduced by scale. Heat dissipation isn't going to efficiently work its way across surfaces at that scale passively. Dissipation will scale very sub-linearly, so we need much more area, and there will need to be active fluid exchangers operating at speed spanning kilometers of real estate, to get dissipation/area anywhere back near linear/area again. Liquid cooling and pumps, unlike solar, are meaningfully talked about in terms of volume. The cascade of volume, mass, complexity and increased power up-scaling flows back to infernal launch volume logistics. Many more ships and launches. Cooling is going to be orders of magnitude more trouble than power. How are these ideas getting any respect? I could see this at lunar poles. Solar panels in permanent sunlight, with compute in direct surface contact or cover, in permanent deep cold shadow. Cooling becomes an afterthought. Passive liquid filled cooling mats, with surface magnifying fins, embedded in icy regolith, angled for passive heat-gradient fluid cycling. Or drill two adjacent holes, for a simple deep cooling loop. Very little support structure. No orbital mechanics or right-of-way maneuvers to negotiate. Scales up with local proximity. A single expansion/upgrade/repair trip can service an entire growing operation at one time, in a comfortable stable g-field. | | |
| ▲ | pfdietz 10 hours ago | parent | next [-] | | Solar panels can in principle be made very thin, since there are semiconductors (like CdTe) where the absorption length of a photon is < 1 micron. Shielding against solar wind particles doesn't need much thickness (also < 1 micron). So maybe if we had such PV, we could make huge gossamer-thin arrays that don't have much mass, then use the power from these arrays to pump waste heat up to higher temperature so the radiators could be smaller. The enabling technology here would be those very low mass PV arrays. These would also be very useful for solar-electric spacecraft, driving ion or plasma engines. | |
| ▲ | krisoft 13 hours ago | parent | prev | next [-] | | > active fluid exchangers operating at speed spanning kilometers of real estate, to get dissipation/area anywhere back near linear/area again Could the compute be distributed instead? Instead of gathering all the power into a central location to power the GPUs there, stick the GPUs on the back of the solar panels as modules? That way even if you need active fluid exchanger it doesn’t have to span kilometers just meters. I guess that would increase the cost of networking between the modules. Not sure if that would be prohibitive or not. | | |
| ▲ | Nevermark 6 hours ago | parent | next [-] | | > Could the compute be distributed instead? For electrons that would dramatically increase latency, and lower bandwidth, slowing down compute. Maybe dense optical connects could work? | |
| ▲ | pfdietz 10 hours ago | parent | prev [-] | | It's easier to shield the GPUs if they're all grouped up. |
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| ▲ | jaywee 12 hours ago | parent | prev | next [-] | | Well, divide et impera. Fairly straightforward for AI inference (not training):
The existing Starlink constellation: 3491 V1 sats × 22.68 m² = 79176 m² 5856 V2-mini sats × 104.96 m² = 614 646 m² Total: 0.7 km² of PERC Mono cells with 23% efficiency. At around 313W/m² we get 217MW. But half the orbit it's in shade, so only ~100MW. The planned Starship-launched V2 constellation (40k V3 sats, 256.94 m²) comes out at 10 km², ~1.5GW. So it's not like these ideas are "out there". | | |
| ▲ | Nevermark 6 hours ago | parent [-] | | Take those 40,000 satellites, and combine their solar panels, and combine the cooling panels, and centralize all the compute. Distances are not our friend in orbit. Efficiency hyperscales down for many things, as distances and area scale up. Things that need to hyperscale when you scale distance and area: • Structural strength. • Power and means to maneuver, especially for any rotation. • Risk variance, with components housed together, instead of independently. • Active heat distribution. Distance is COMPOUNDING insulation. Long shallow heat gradients move heat very slowly. What good does scaling up radiative surface do, if you don't hyperscale heat redistribution? And you can't hyperscale heat distribution in 2D. It requires 3D mass and volume. You can't just concatenate satellites and get bigger satellites with comparable characteristics. Alternatives, such as distributing compute across the radiative surface, suffer relative to regular data centers, from intra-compute latency and bandwidth. We have a huge near infinite capacity cold sink in orbit. With structural support and position and orientation stabilization for free. Let's use that. |
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| ▲ | withinboredom 13 hours ago | parent | prev [-] | | Lets not forget that you have to launch that liquid up as well. Liquids are heavy, compared to their volume. Not to mention your entire 'datacenter' goes poof if one of these loops gets frozen, explodes from catching some sunlight, or whatever. This is pretty normal stuff, but not at this scale that would be required. |
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| ▲ | wmf a day ago | parent | prev | next [-] |
| None of it is easy but neither is cooling impossible as many people are saying. |
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| ▲ | cmgbhm a day ago | parent | next [-] | | Doing like an 8xh200 server (https://docs.nvidia.com/dgx/dgxh100-user-guide/introduction-...) is 10.2kW. Let’s say you need 50m^2 solar panels to run it, then just a ton of surface area to dissipate. I’d love to be proven wrong but space data centers just seem like large 2d impact targets. | | |
| ▲ | wmf a day ago | parent | next [-] | | Yeah, you need 50m^2 of solar panels and 50m^2 of radiators. I don't see why one is that much more difficult than the other. | | |
| ▲ | Yizahi 14 hours ago | parent | next [-] | | You need 50sqm of solar panels just for a tiny 8RU server. You also forgot any overhead for networking, control etc. but let's even ignore those. Next at the 400km orbit you spend 40% of the time in shade, so you need an insulated battery to provide 5kWh. This would add 100-200kg of weight to a server weighing 130kg on its own. Then you need to dissipate all that heat and yes, 50sqm of radiators should deal with the 10kW device. We also need to charge our batteries for the shade period, so we need 100sqm of solar panels. And we also need to cool the cooling infrastructure - pumps, power converters, which wasn't included in the power budget initially. So now we have arrived to a revised solution: a puny 8RU server at 130 kg, requires 100sqm and 1000 kg of solar panels, then 50-75 sqm of the heat radiators at 1000-1500 kg, then 100-200 kg of batteries and then the housing for all that stuff plus station keeping engines and propellant, motors to rotate all panels, pumps, etc. I guess at least 500kg is needed, maybe a bit less. So now we have a 3 ton satellite, which costs to launch around 10 million dollars at an optimistic 3000/kg on F9. And that's not counting cost to manufacture the satellite and the server own cost. I think the proposal is quite absurd with modern tech and costs. | | |
| ▲ | withinboredom 13 hours ago | parent [-] | | Don't forget to budget power to run the coolant heaters and prevent them from freezing in the shade. |
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| ▲ | rekenaut 21 hours ago | parent | prev [-] | | Especially if with the radiators you can just roll out as rolls of aluminum foil, which is very light and very cheap. | | |
| ▲ | viraptor 19 hours ago | parent [-] | | Only on a short distance. To effectively radiate a significant amount of heat, you need to actually deliver the heat to the distant parts of the radiator first. That normally requires active pumping which needs extra energy. So now you need to unfold sonar panels + aluminium + pipes (+ maybe extra pumps) | | |
| ▲ | notahacker 15 hours ago | parent [-] | | Orbital assembly of a fluid piping system in space is a pretty colossal problem too (as well as miles of pipes and connections being a massive single point failure for your system). Dispersing the GPUs might be more practical, but it's not exactly optimal for high performance computation... | | |
| ▲ | coffeebeqn 13 hours ago | parent [-] | | It’s a fun problem to think about but even if all the problems were solved we would have very quickly deprecating hardware in orbit that’s impossible to service or upgrade |
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| ▲ | moralestapia 11 hours ago | parent | prev [-] | | >large 2d impact targets I bet you a million dollars cash that you would not be able to reach them. |
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| ▲ | mjhay a day ago | parent | prev [-] | | There’s a big difference between “impossible” (it isn’t) and “practical” (it isn’t). | | |
| ▲ | dzhiurgis a day ago | parent [-] | | What happened to "do things that don't scale"? | | |
| ▲ | WJW 16 hours ago | parent [-] | | Maybe you should re-read the "do things that don't scale" article. It is about doing things manually until you figure out what you should automate, and only then do you automate it. It's not about doing unscalable things forever. Unless you have a plan to change the laws of physics, space will always be a good insulator compared to what we have here on Earth. | | |
| ▲ | dzhiurgis 16 hours ago | parent [-] | | Ok fair enough. No need to rewrite anything. Radiators are 30% heavier per watt than solar panels. This is far from impossible. |
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| ▲ | noosphr 18 hours ago | parent | prev | next [-] |
| Space hardware needs to be fundamentally different from surface hardware. I don't mean it in the usual radiation hardenrining etc, but in using computing substrates that run over 1000c and never shut down. T^4 cooling means that you have a hell of a time keeping things cool, but keeping hot things from melting completely is much easier. |
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| ▲ | baq 15 hours ago | parent [-] | | if you have a compute substrate at 1300K you don't have a cooling problem - you have an everything else problem | | |
| ▲ | noosphr 14 hours ago | parent [-] | | There are very high temperature transistors. We don't use them on earth because we expect humans to be near computers and keeping anything extremely hot is a waste of energy. But an autonomous space data center has no reason to be kept even remotely human habitable. | | |
| ▲ | TheOtherHobbes 13 hours ago | parent [-] | | The transistors are experimental, and no one is building high-performance chips out of them. You can't just scale current silicon nodes to some other substrate. Even if you could, there's a huge difference between managing the temperature of a single transistor, managing temps on a wafer, and managing temps in a block of servers running close to the melting point of copper. |
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| ▲ | IncreasePosts 10 hours ago | parent | prev | next [-] |
| Who says that? Every conversation I've seen is despite how many serious organizations with talented people, the "uhhh how do you cool it?" Is brought up immediately |
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| ▲ | moralestapia 11 hours ago | parent | prev | next [-] |
| Maybe hang out with different people? Everyone I talked to (and everyone on this forums) knows cooling is hard in space. It is always the number one comment on every news piece that is featured here talking about "AI in space". |
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| ▲ | davedx 17 hours ago | parent | prev | next [-] |
| I think the point is, yes, cooling is a significant engineering challenge in space; but having easy access to abundant energy (solar) and not needing to navigate difficult politically charged permitting processes makes it worthwhile. It's a big set of trade offs, and to only focus on "cooling being very hard in space" is kind of missing the point of why these companies want to do this. Compute is severely power-constrained everywhere except China, and space based datacenters is a way to get around that. |
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| ▲ | TheOtherHobbes 13 hours ago | parent [-] | | Of course you can build these things if you really want to. But there is no universe in which it's possible to build them economically. Not even close. The numbers are simply ridiculous. And that's not even accounting for the fact that getting even one of these things into orbit is an absolutely huge R&D project that will take years - by which time technology and requirements will have moved on. | | |
| ▲ | JoeAltmaier 13 hours ago | parent [-] | | Lift costs dropping geometrically. Cost and weight of solar decreasing similarly. The trend makes space-based centers nearly inevitable. Reminds me of "Those darn cars! Everybody knows that trains and horses are the way to travel." | | |
| ▲ | Yizahi 12 hours ago | parent [-] | | Lift costs are not quite dropping like that lately. Starship is not yet production ready (and you need to fully pack it with payloads, to achieve those numbers). What we saw is cutting off most of the artificial margins of the old launches and arriving to some economic equilibrium with sane margins. Regardless of the launch price the space based stuff will be much more expensive than planet based, the only question if it will be optimistically "only" x10 times more expensive, or pessimistically x100 times more expensive. I don't get this "inevitable" conclusion. What is even a purpose of the space datacenter in the first place? What would justify paying an order of magnitude more than conventional competitors? Especially if the server in question in question is a dumb number cruncher like a stack of GPUs? I may understand putting some black NSA data up there or drug cartel accounting backup, but to multiply some LLM numbers you really have zero need of extraterritorial lawless DC. There is no business incentive for that. |
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| ▲ | jmyeet 20 hours ago | parent | prev | next [-] |
| I've done some reading on how they cool JWST. It's fascinating and was a massive engineering challenge. Some of thos einstruments need to be cooled to near absolute zero, so much so that it uses liquid helium as a coolant in parts. Now JWST is at near L2 but it is still in sunlight. It's solar-powered. There are a series of radiating layer to keep heat away from sensitive instruments. Then there's the solar panels themselves. Obviously an orbital data center wouldn't need some extreme cooling but the key takeaway from me is that the solar panels themselves would shield much of the satellite from direct sunlight, by design. Absent any external heating, there's only heating from computer chips. Any body in space will radiate away heat. You can make some more effective than others by increasing surface area per unit mass (I assume). Someone else mentioned thermoses as evidence of insulation. There's some truth to that but interestingly most of the heat lost from a thermos is from the same IR radiation that would be emitted by a satellite. |
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| ▲ | Turskarama 19 hours ago | parent [-] | | The computer chips used for AI generate significantly more heat than the chips on the JWST. The JWST in total weighs 6.5 tons and uses a mere 2kw of power, which is the same as 3 H100 GPUs under load, each of which will weight what, 1kg? So in terms of power density you're looking at about 3 orders of magnitude difference. Heating and cooling is going to be a significant part of the total weight. |
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| ▲ | renewiltord a day ago | parent | prev | next [-] |
| For some decades now I’ve heard the debunk many times more than the bunk. The real urban myth appears to be any appreciable fraction of people believe the myth. |
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| ▲ | terminalshort a day ago | parent | prev [-] |
| But space isn't actually cold, or at least not space near Earth. It's about 10 C. And that's only about a 10 C less than room temperature, so a human habitable structure in near earth space won't radiate very much heat. But heat radiated is O(Tobject^4 - Tbackground^4), and a computer can operate up to around 90C (I think) so that is actually a very big difference here. Back of the envelope, a data center at 90C will radiate about 10x the heat that a space station at 20C will. With the massive caveat that I don't know what the constant is here, it could actually be easy to keep a datacenter cool even though it is hard to keep a space station cool. |
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| ▲ | uplifter 17 hours ago | parent | next [-] | | It's actually only about 3x. As you intimated, the radiated heat Energy output of an object is described by the Stefan-Boltzmann Law, which is E = [Object Temp ]^4 * [Stefan-Boltzmann Constant] However, Temp must be in units of an absolute temperature scale, typically Kelvin. So the relative heat output of a 90C vs 20C objects will be (translating to K): 383^4 / 293^4 = 2.919x Plugging in the constant (5.67 * 10^-8 W/(m^2*K^4)) The actual values for heat radiation energy output for objects at 90C and 20C objects is 1220 W/m^2 and 417 W/m^2 The incidence of solar flux must also be taken into account, and satellites at LEO and not in the shade will have one side bathing in 1361 W/m^2 of sunlight, which will be absorbed by the satellite with some fractional efficiency -- the article estimates 0.92 -- and that will also need to be dissipated. The computer's waste heat needs to be shed, for reference[0] a G200 generates up to 700W, but the computer is presumably powered by the incident solar radiation hitting the satellite, so we don't need to add its energy separately, we can just model the satellite as needing to shed 1361 W/m^2 * 0.92 = 1252 W/m^2 for each square meter of its surface facing the sun. We've already established that objects at 20C and 90C only radiate 1220 W/m^2 and 417 W/m^2, respectively, so to radiate 1252 W per square meter coming in from the sun facing side we'll need 1252/1220 = 1.026 times that area of shaded radiator maintained at a uniform 90C. If we wanted the radiator to run cooler, at 20C, we'd need 2.919x as much as at 90C, or 3.078 square meters of shaded radiator for every square meter of sun facing material. [0] Nvidia G200 specifications: https://www.nvidia.com/en-us/data-center/h200/ | | |
| ▲ | merman 14 hours ago | parent | next [-] | | You use arbitrary temps to prove at some temps it’s not as efficient. Ok? What about at the actual temps it will be operating in? We’re talking about space here. Why use 20 degC as the temperature for space? | | |
| ▲ | icegreentea2 12 hours ago | parent [-] | | He didn't use 20C as the temperature of space. He used the OP's example of comparing the radiative cooling effectiveness of a heat SOURCE at 90C (chosen to characterize a data center environment) and 20C (chosen to characterize the ISS/human habitable space craft). |
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| ▲ | terminalshort 11 hours ago | parent | prev [-] | | You forgot about the background. The background temp at Earths distance from the sun is around 283K. Room temperature is around 293K, and a computer can operate at 363K. So for an object at 283K the radiation will be (293^4 - 283^4) = , and a computer will be (363^4 - 283^4) (293^4 - 283^4) = 9.55e8 (363^4 - 283^4) = 1.09e10 So about 10x I have no problem with your other numbers which I left out as I was just making a very rough estimate. | | |
| ▲ | uplifter 8 hours ago | parent [-] | | The background temp at Earth's orbit is due to the incidence of solar flux, which I took account of. I'm assuming the radiators are shaded from that flux by the rest of the satellite, for efficiency reasons, so we don't need to account for solar flux directly heating up the radiators themselves and reducing their efficiency. In the shade, the radiators emission is relative to the background temp of empty space, which is only 2.7 K[0]. I did neglect to account for that temperature, that's true, but it should be negligible in its effects (for our rough estimate purposes). [0] https://sciencenotes.org/how-cold-is-space-what-is-its-tempe... |
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| ▲ | modeless a day ago | parent | prev | next [-] | | The temperature that you raise to the fourth power is not Celsius, it's Kelvin. Otherwise things at -200 C would radiate more heat than things at 100 C. Also the temperature of space is ~3 K (cosmic microwave background), not 10 C. | | |
| ▲ | ithkuil 17 hours ago | parent | next [-] | | There is a large region of the upper atmosphere called the thermosphere where there is still a little bit of air. The pressure is extremely low but the few molecules that are there are bombarded by intense radiation and thus reach pretty high temperatures, even 2000 C! But since there are so few such molecules in any cubic meter, there isn't much energy in them. So if you put an object in such a rarefied atmosphere. It wouldn't get heated up by it despite such a gas formally having such a temperature. The gas would be cooled down upon contact with the body and the body would be heated up by a negligible amount | | |
| ▲ | modeless 9 hours ago | parent [-] | | These satellites will certainly be above the themosphere. The temperature of the sparse molecules in space is not relevant for cooling because there are too few of them. We're talking about radiative cooling here. |
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| ▲ | terminalshort 18 hours ago | parent | prev [-] | | Yeah, if you forget about the giant fucking star nearby | | |
| ▲ | modeless 10 hours ago | parent [-] | | The Sun is also not 10 C. Luckily you have solar arrays which shade your radiators from it, so you can ignore the direct light from it when calculating radiator efficiency. The actual concern in LEO is radiation from the Earth itself. |
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| ▲ | ithkuil 18 hours ago | parent | prev [-] | | Pressure matters |
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