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Distributed energy is harder to map than centralized infrastructure, but cutting-edge AI tools can help. Shown: identifying rooftop solar panels in a suburban neighborhood with Mapbox imagery, Meta's SAM3. Useful for utilities, grid planners, and solar prospecting.

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Kyle Walker

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26,326 просмотров • 6 месяцев назад •via X (Twitter)

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Abdel Karim Atallah is an electrical engineer in Gaza who, despite limited resources, works on renewable energy maintenance to help his community. Using broken solar panels and a few tools, Atallah installs and maintains water wells and solar panel systems to ensure that
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Abdel Karim Atallah is an electrical engineer in Gaza who, despite limited resources, works on renewable energy maintenance to help his community. Using broken solar panels and a few tools, Atallah installs and maintains water wells and solar panel systems to ensure that

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Elon Musk predicts AI compute in space could become cheaper than terrestrial AI far sooner than most people expect....possibly within just 2–3 years Because solar panels in orbit can generate roughly 5x more usable energy than on Earth because there’s: • No atmosphere blocking sunlight • No day-night cycle • No seasonal variation • Continuous exposure to the Sun • Far higher solar energy efficiency than on Earth Space-based solar can eventually become cheaper than terrestrial solar because you don’t need massive protective structures, heavy glass, or weather-resistant infrastructure And once launch costs fall low enough with fully reusable rockets like Starship, deploying AI clusters in orbit could become economically compelling The future of AI will scale with solar-powered compute infrastructure operating directly in space
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Elon Musk predicts AI compute in space could become cheaper than terrestrial AI far sooner than most people expect....possibly within just 2–3 years Because solar panels in orbit can generate roughly 5x more usable energy than on Earth because there’s: • No atmosphere blocking sunlight • No day-night cycle • No seasonal variation • Continuous exposure to the Sun • Far higher solar energy efficiency than on Earth Space-based solar can eventually become cheaper than terrestrial solar because you don’t need massive protective structures, heavy glass, or weather-resistant infrastructure And once launch costs fall low enough with fully reusable rockets like Starship, deploying AI clusters in orbit could become economically compelling The future of AI will scale with solar-powered compute infrastructure operating directly in space

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. Great British Energy is partnering with Department for Education and Department of Health and Social Care to bring down energy bills for schools and hospitals through new solar panels which will help save up to £400 million in energy bills 🏥 Find out what staff think about solar panels and our clean power mission 📽️👇
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. Great British Energy is partnering with Department for Education and Department of Health and Social Care to bring down energy bills for schools and hospitals through new solar panels which will help save up to £400 million in energy bills 🏥 Find out what staff think about solar panels and our clean power mission 📽️👇

Department for Energy Security and Net Zero

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CHINA IS TURNING MOUNTAINS INTO SOLAR FARMS - WITH DRONES In a flex of scale and tech, China’s using drones to blanket remote hillsides with millions of solar panels - like a real-life game of renewable Minecraft. The project shown here is likely in Shanxi, part of a nationwide push to turn rugged terrain into clean energy engines. No country installs - or produces - more solar than China. And they’re not slowing down. Source: daily_learningfacts
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CHINA IS TURNING MOUNTAINS INTO SOLAR FARMS - WITH DRONES In a flex of scale and tech, China’s using drones to blanket remote hillsides with millions of solar panels - like a real-life game of renewable Minecraft. The project shown here is likely in Shanxi, part of a nationwide push to turn rugged terrain into clean energy engines. No country installs - or produces - more solar than China. And they’re not slowing down. Source: daily_learningfacts

Mario Nawfal

832,476 просмотров • 1 год назад

We have stepped up our renewable energy market. Most households now have solar panels, first for their own use but ZESA has given everybody an opportunity to have a net metering meter so that when you are not using your solar energy you can send it to the grid and you will be given credit. At present we are already having 32MW in relation to what is coming from solar in terms of net metering."
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We have stepped up our renewable energy market. Most households now have solar panels, first for their own use but ZESA has given everybody an opportunity to have a net metering meter so that when you are not using your solar energy you can send it to the grid and you will be given credit. At present we are already having 32MW in relation to what is coming from solar in terms of net metering."

Nick Mangwana

30,808 просмотров • 1 год назад

Tesla Home included in every Powerwall The AI-powered home energy management system comes standard to automatically optimize your energy usage and help lower your electricity bills - Powered by Opticaster, our proven AI optimization software deployed in over 1M Powerwalls that predicts solar generation & consumption, then automatically manages how your energy is used - Monitor & control real-time energy flow, savings & system status in the Tesla app - Works with Solar Panels, Solar Roof, Wall Connector & other third-party energy products with no additional equipment needed
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Tesla Home included in every Powerwall The AI-powered home energy management system comes standard to automatically optimize your energy usage and help lower your electricity bills - Powered by Opticaster, our proven AI optimization software deployed in over 1M Powerwalls that predicts solar generation & consumption, then automatically manages how your energy is used - Monitor & control real-time energy flow, savings & system status in the Tesla app - Works with Solar Panels, Solar Roof, Wall Connector & other third-party energy products with no additional equipment needed

Tesla Energy

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Something remarkable just happened in Pakistan. In only 8 months, citizens built the equivalent of half the country’s national electric grid, without waiting for government or utilities. How? ☀️ Cheap solar panels ☀️ TikTok tutorials showing how to install them ☀️ Farmers leading the way, swapping diesel pumps for solar The results: ✅ Diesel sales dropped 35% in one year ✅ Families slashed costs and gained energy independence ✅ National demand on the grid actually declined because of so much distributed generation This isn’t just about Pakistan. It’s a glimpse of how fast the world can shift when technology gets cheap enough and people take energy into their own hands. These are the kinds of numbers that change the world. 🎧 Full Energy Capital Podcast episode with Bill McKibben here: #EnergyTransition #Solar #Pakistan #EnergyCapitalPodcast
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Something remarkable just happened in Pakistan. In only 8 months, citizens built the equivalent of half the country’s national electric grid, without waiting for government or utilities. How? ☀️ Cheap solar panels ☀️ TikTok tutorials showing how to install them ☀️ Farmers leading the way, swapping diesel pumps for solar The results: ✅ Diesel sales dropped 35% in one year ✅ Families slashed costs and gained energy independence ✅ National demand on the grid actually declined because of so much distributed generation This isn’t just about Pakistan. It’s a glimpse of how fast the world can shift when technology gets cheap enough and people take energy into their own hands. These are the kinds of numbers that change the world. 🎧 Full Energy Capital Podcast episode with Bill McKibben here: #EnergyTransition #Solar #Pakistan #EnergyCapitalPodcast

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782,625 просмотров • 11 месяцев назад

IKEA has installed 1M+ solar panels, owns 49 wind farms and 26 solar parks, and now matches 94.8% of its electricity use with renewables. A furniture retailer has become one of the world's largest corporate renewable energy investors. The transition is bigger than utilities. Ingka Group (the company that runs most IKEA stores worldwide) has already invested €4.3 billion into renewable energy and plans to lift that to €7.5 billion by 2030. Its wind and solar assets already generate enough electricity to match the annual consumption of more than 1.47 million European households, while rooftop solar continues rolling out across IKEA stores and warehouses worldwide. This is what mainstream disruption looks like. Companies aren't waiting for governments or utilities to lead. They're investing billions because renewables increasingly offer the lowest-cost path to long-term energy security and resilience. Furniture retailer? More like a clean energy company that happens to sell flat-pack furniture.
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IKEA has installed 1M+ solar panels, owns 49 wind farms and 26 solar parks, and now matches 94.8% of its electricity use with renewables. A furniture retailer has become one of the world's largest corporate renewable energy investors. The transition is bigger than utilities. Ingka Group (the company that runs most IKEA stores worldwide) has already invested €4.3 billion into renewable energy and plans to lift that to €7.5 billion by 2030. Its wind and solar assets already generate enough electricity to match the annual consumption of more than 1.47 million European households, while rooftop solar continues rolling out across IKEA stores and warehouses worldwide. This is what mainstream disruption looks like. Companies aren't waiting for governments or utilities to lead. They're investing billions because renewables increasingly offer the lowest-cost path to long-term energy security and resilience. Furniture retailer? More like a clean energy company that happens to sell flat-pack furniture.

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Gigascale Founder and former Meta CTO Mike Schroepfer says new solar startups will go after installation costs rather than compete with China on solar panels. "If you look at a solar farm, you lay down all this steel and put up all this framing for the panels. When that panel was the most expensive thing on the field, then [startups producing solar panels] made sense." "But solar panels are now the cheapest thing in the field. All the rest of the stuff costs more than the panel." "I think what we're going to see is startups saying, 'Let's rethink how we actually deploy solar from a form-factor and automation perspective. And just go after installation costs.'"

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Once unlivable Khavda is now covered with a sea of solar panels. The Solar Power Plant in the barren land of Kutch is a boon, not just for Gujarat but India too. Adani's ambitious project brings India one step closer to its goal of zero-emission by 2070 by harnessing solar energy to cut carbon footprints & boost shift to clean energy. Even FRANCE 24 recognizes it as a game changer in the renewable energy revolution.
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Once unlivable Khavda is now covered with a sea of solar panels. The Solar Power Plant in the barren land of Kutch is a boon, not just for Gujarat but India too. Adani's ambitious project brings India one step closer to its goal of zero-emission by 2070 by harnessing solar energy to cut carbon footprints & boost shift to clean energy. Even FRANCE 24 recognizes it as a game changer in the renewable energy revolution.

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Google just proposed a new AI data center in Van Buren Township—2.7 gigawatts. That’s right: 2.7 gigawatts, or the equivalent of 2 million homes worth of energy. To power that with solar? 12,000 football fields in solar panels. Why am I the only candidate for governor pushing back? This is absolutely unbelievable.
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Google just proposed a new AI data center in Van Buren Township—2.7 gigawatts. That’s right: 2.7 gigawatts, or the equivalent of 2 million homes worth of energy. To power that with solar? 12,000 football fields in solar panels. Why am I the only candidate for governor pushing back? This is absolutely unbelievable.

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29,041 просмотров • 5 месяцев назад

The Kampala Entebbe Expressway is now illuminated, with the Northern Bypass set to follow suit. Given its cost-effectiveness and low maintenance, some may wonder why solar lighting wasn't utilized. The first challenge is solar energy, which faces intermittent generation and varying sun hours in different regions. In Kampala, the average sun hours generating light is 3.5 to 4 lux, compared to 6 in Northern Uganda. Seasonal variations further impact consistency, making maintaining the recommended 40-70 lux lighting for expressways throughout the night challenging. This inconsistency poses safety concerns on high-speed roads. Second challenge Vandalism is another issue, as batteries used in solar lighting can be targeted for resale at 12Volts /24Volts. Despite efforts to deter vandalism, the challenge persists. Telecom towers, which also use solar, avoid this issue due to continuous monitoring, which can't be done for a road with 180 lights and less marketable 48Volt inverters. These things are hard to sell. The final Challenge is maintenance and durability. Uganda is a country of pollen, dust and grime. Regular checks on battery efficiency, cleaning of solar panels, and monitoring darkness sensors are essential in our dusty environment. Standard lighting may be simpler to maintain, focusing mainly on the bulb. While solar may be unavoidable in remote and hard-to-reach areas, the initial installation cost, inconsistent light output and maintenance challenges currently make grid power a more practical choice. While there have been successful solar implementations on a global scale, the widespread adoption of solar technology is still in its nascent stages. Notable examples include the A14 in England, where a section incorporates solar lighting, a 24km expressway in Chile that utilizes solar panels, and a segment of Interstate 10 in Arizona dedicated to illuminating wildlife crossings using solar power. These cases illustrate promising strides in integrating solar solutions, yet comprehensive deployment is yet to reach maturity. The transition to renewable energy is seen as inevitable, but for now, standard roads are better suited for solar lighting with manageable lux and duration requirements, e.g. Kira Matugga KCCA roads.
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The Kampala Entebbe Expressway is now illuminated, with the Northern Bypass set to follow suit. Given its cost-effectiveness and low maintenance, some may wonder why solar lighting wasn't utilized. The first challenge is solar energy, which faces intermittent generation and varying sun hours in different regions. In Kampala, the average sun hours generating light is 3.5 to 4 lux, compared to 6 in Northern Uganda. Seasonal variations further impact consistency, making maintaining the recommended 40-70 lux lighting for expressways throughout the night challenging. This inconsistency poses safety concerns on high-speed roads. Second challenge Vandalism is another issue, as batteries used in solar lighting can be targeted for resale at 12Volts /24Volts. Despite efforts to deter vandalism, the challenge persists. Telecom towers, which also use solar, avoid this issue due to continuous monitoring, which can't be done for a road with 180 lights and less marketable 48Volt inverters. These things are hard to sell. The final Challenge is maintenance and durability. Uganda is a country of pollen, dust and grime. Regular checks on battery efficiency, cleaning of solar panels, and monitoring darkness sensors are essential in our dusty environment. Standard lighting may be simpler to maintain, focusing mainly on the bulb. While solar may be unavoidable in remote and hard-to-reach areas, the initial installation cost, inconsistent light output and maintenance challenges currently make grid power a more practical choice. While there have been successful solar implementations on a global scale, the widespread adoption of solar technology is still in its nascent stages. Notable examples include the A14 in England, where a section incorporates solar lighting, a 24km expressway in Chile that utilizes solar panels, and a segment of Interstate 10 in Arizona dedicated to illuminating wildlife crossings using solar power. These cases illustrate promising strides in integrating solar solutions, yet comprehensive deployment is yet to reach maturity. The transition to renewable energy is seen as inevitable, but for now, standard roads are better suited for solar lighting with manageable lux and duration requirements, e.g. Kira Matugga KCCA roads.

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45,786 просмотров • 2 лет назад

Demis Hassabis believes classical AI is enough for drug discovery, like AlphaFold has shown. But quantum computers may shine in material science, where data is scarce. They could simulate complex materials like superconductors or solar panels. DeepMind is actively exploring this frontier for breakthroughs in energy and tech. Quantum simulations might generate the missing data needed for major inventions.
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Demis Hassabis believes classical AI is enough for drug discovery, like AlphaFold has shown. But quantum computers may shine in material science, where data is scarce. They could simulate complex materials like superconductors or solar panels. DeepMind is actively exploring this frontier for breakthroughs in energy and tech. Quantum simulations might generate the missing data needed for major inventions.

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53,450 просмотров • 6 месяцев назад

SP: For years, Kiambu County was spending Ksh. 700 million a year on electricity, with streetlights alone costing Ksh 250 million. Under Governor Kimani Wamatangi, the county is now Kenya’s first to adopt solar as a primary energy source in line with the recommendations pitched during the Accelerated Partnership for Renewables in Africa, 2023. Through the Angaza Kiambu programme, over 12,000 solar streetlights and newly constructed solar-powered bus parks are cutting costs while delivering clean, reliable lighting. Solar is now powering health facilities and water projects, a bold shift to sustainable energy for Kiambu’s future.
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SP: For years, Kiambu County was spending Ksh. 700 million a year on electricity, with streetlights alone costing Ksh 250 million. Under Governor Kimani Wamatangi, the county is now Kenya’s first to adopt solar as a primary energy source in line with the recommendations pitched during the Accelerated Partnership for Renewables in Africa, 2023. Through the Angaza Kiambu programme, over 12,000 solar streetlights and newly constructed solar-powered bus parks are cutting costs while delivering clean, reliable lighting. Solar is now powering health facilities and water projects, a bold shift to sustainable energy for Kiambu’s future.

Daily Nation

35,132 просмотров • 6 месяцев назад

ELON MUSK: "The most obvious one is actually solar powered AI satellites, sort of to move the AI to orbit and essentially deep space over time, because there you can actually access over a billion times more energy from the sun in deep space than you can on Earth. The scaling to Kardashev, which is using some non trivial amount of energy from the sun. You kind of have to do space solar power. Like to even use a millionth of a percent of the sun's energy you you really have to be have your solar power in deep space."
1:41

ELON MUSK: "The most obvious one is actually solar powered AI satellites, sort of to move the AI to orbit and essentially deep space over time, because there you can actually access over a billion times more energy from the sun in deep space than you can on Earth. The scaling to Kardashev, which is using some non trivial amount of energy from the sun. You kind of have to do space solar power. Like to even use a millionth of a percent of the sun's energy you you really have to be have your solar power in deep space."

DogeDesigner

266,777 просмотров • 9 месяцев назад

🇲🇽🇨🇳 China helps Mexico build the largest solar park in Latin America, supplying panels and engineering, but the park is 100% owned by Mexico's state electricity company. 🇺🇸🇪🇸 Under the neoliberal regime, Iberdrola (BlackRock) did dirty business with clean energy: bribing legislators to pass the energy reform, privatizing the grid and selling Mexico's own electricity back to it.
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🇲🇽🇨🇳 China helps Mexico build the largest solar park in Latin America, supplying panels and engineering, but the park is 100% owned by Mexico's state electricity company. 🇺🇸🇪🇸 Under the neoliberal regime, Iberdrola (BlackRock) did dirty business with clean energy: bribing legislators to pass the energy reform, privatizing the grid and selling Mexico's own electricity back to it.

Samuel 🇲🇽

60,005 просмотров • 5 месяцев назад