Short-Circuit Diagnosis of Lithium-Ion Batteries Using Deep Isolation Forest in Energy Power Systems
Abstract: Short-circuit faults in lithium-ion batteries (LIBs) pose serious safety risks, including thermal runaway, making timely detection critical for the safe operation of battery systems, ...
Right now, a successful agreement called the Amazon Soy Moratorium, which has helped protect millions of hectares of forest by stopping major traders from buying soy grown on Amazon land deforested ...
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Abstract: This paper explores the integration of Long Short-Term Memory (LSTM) neural networks and Isolation Forest algorithms to predict failures in three-phase electric motors at a cement plant, ...
The boreal forest—the world's largest terrestrial biome—is warming faster than any other forest type. To understand the changing dynamics of boreal forests, Min Feng and colleagues analyzed the biome ...
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