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Data-Driven Discovery of Lithium-Ion Battery State of Charge Dynamics
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: We present a physics-inspired input/output predictor of lithium-ion batteries (LiBs) for online state-of-charge (SOC) prediction. The complex electrochemical behavior of batteries results in nonlinear and high-dimensional ...
Adaptive Learning and Optimization of High-Speed Sailing Maneuvers for America's Cup
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This paper presents an adaptive control strategy to optimize the sailing maneuvers of an AC75 foiling sailboat competing in America's Cup. Foiling yachts have nonlinear, high-dimensional, and unstable dynamics due to several ...