Abstract: Data-driven-based State of Charge (SOC) estimation methods have garnered extensive attention as they do not need to consider the complex reaction mechanism inside batteries. In the case of ...
Abstract: This article shows how the design of switching power converters at the component level can be assisted by data-driven, automated, systematic methods. This work uses regression machine ...
We explore practical approaches to dataset construction, examining the advantages and limitations of 3 primary methods: fully manual preparation by expert annotators, fully synthetic generation using ...
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