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AI predicts wind-uplift resistance of solar PV piles
Researchers in Iran have developed an interpretable artificial neural network to predict the uplift capacity of driven steel piles used in utility-scale PV projects. The model achieved a mean absolute percentage error of 7.63%, with pile penetration rate and soil friction angle emerging as the most influential predictors.
Sep 10, 2026
Technology & Products
How Sirius PV is using AI to revolutionize its solar module plant operations
From everyday plant operations and productivity monitoring to materials tracking and tax credit compliance, the in-house manufacturing execution system and AI plant monitor created by Sirius PV engineers plays a key role in allowing the company to deliver its ultra-high quality residential modules to the market.
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Optimized semi-transparent PV greenhouse design increases energy output by 20.1%
An international research team has developed an optimized semi-transparent PV greenhouse design that increases solar electricity generation by strategically allocating PV surfaces to south-facing roofs and walls. Using an improved optimization algorithm, the design increased annual energy output by 20.1% and outperformed conventional greenhouse geometries by up to 56.86%.
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Section 232 tariffs push U.S. module prices to 2023 levels, but analysts see a path back to 30 cents per watt
New minimum import prices and tariffs imposed under Section 232 have driven solar module spot prices to above 40 cents per watt, but market forces in the coming years could result in floor pricing near 30 cents as domestic assembly scales, according to Intertek CEA.
U.S. domestic solar modules near cost parity with global supply
Chinese solar module prices are expected to rise through 2027 as manufacturers shift focus from volume to margin expansion, while U.S. manufacturing incentives narrow the cost gap between domestic and non-Chinese production, said a pricing report from Intertek CEA.
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