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US researchers use machine learning to detect hidden solar array defects

US researchers use machine learning to detect hidden solar array defects

US researchers say a self-supervised machine-learning tool can identify long-term physical defects in solar assets weeks or years before conventional inspections, potentially reducing operations and maintenance costs… https://www.pv-magazine.com/2025/12/19/us-researchers-use-machine-learning-to-detect-hidden-solar-array-defects/

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‘Crash Clock’ reveals how soon satellite collisions would occur after a severe solar storm — and it’s pretty scary

‘Crash Clock’ reveals how soon satellite collisions would occur after a severe solar storm — and it’s pretty scary

Artist’s illustration of space junk orbiting Earth. (Image credit: NASA) How long would it take for satellites to begin to collide with space junk and each other if they were to suddenly lose their ability to avoid each other? A new study finds that, with the immense quantity of satellites that hurtle in Earth’s orbit

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Greek solar producers petition EU over repowering and storage rules

Greek solar producers petition EU over repowering and storage rules

Two complaints to the European Commission allege Greek repowering policies and high performance bonds for battery storage projects block upgrades, raise costs, and hinder energy transition, according to industry association Pospief… https://www.pv-magazine.com/2025/12/18/greek-solar-producers-petition-eu-over-repowering-and-storage-rules/

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The solar industry is playing perpetual catch-up on module reliability

The solar industry is playing perpetual catch-up on module reliability

“I’m certainly biased, because my whole work revolves around the cases where modules actually fail,” he says. “It’s easy for me to say that [reliability issues] aren’t taken seriously enough, and I am aware that PV in general works quite well. The majority of modules aren’t interesting to me.” But there is a significant rump

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Optimal perovskite vapor partitioning on textured silicon for high-stability tandem solar cells | Science

Optimal perovskite vapor partitioning on textured silicon for high-stability tandem solar cells | Science

Achieving conformal, vapor-deposited perovskite films on industry-standard textured silicon substrates with micrometer-scale pyramids remains challenging because of the complex surface partitioning of perovskite vapors and the effects of nonequilibrium … https://www.science.org/doi/10.1126/science.adz3698

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How Do Rooftop Solar and EVs Affect Electricity Costs for Everyone Else? Here’s a New Estimate

How Do Rooftop Solar and EVs Affect Electricity Costs for Everyone Else? Here’s a New Estimate

We Need You in Our Corner! The story you’re about to read is available to you for free. No paywall, no subscription fee, no ads. But it wasn’t free to produce. Our nonprofit newsroom delivers the most comprehensive, eye-opening and influential climate coverage in the nation, and more of it than anyone else. We call

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Voltalia begins construction works at 43MW/135MWh solar-plus-storage in French Guiana

Voltalia begins construction works at 43MW/135MWh solar-plus-storage in French Guiana

Latest Voltalia had previously commissioned a 5MW solar PV and 5MW/10MWh BESS plant in the region in 2023. Image: Voltalia/YouTube. French renewables company Voltalia has started site preparation works on a 43MW/135MWh solar-plus-storage project in French Guiana, a French overseas territory in South America. The hybrid project will be built in Sainte-Anne, in the west

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