A physics-enhanced hybrid kolmogorov–arnold network with dynamic coupling for interpretable battery state-of-charge estimation
Yuqian Fan, Yi Li, Chong Yan, Yaqi Liang, Ye Yuan, Zihang Li, Meng Sun, Lixin Wang, Xiaoying Wu, Zhiwei Ren, Liangliang Wei, Xiaojun Tan
Topics & Concepts
Battery (electricity)Coupling (piping)State of chargeState (computer science)Charge (physics)Statistical physicsPhysicsArtificial intelligenceComputer scienceEngineeringElectrical engineeringMechanical engineeringAlgorithmQuantum mechanicsPower (physics)Advanced Battery Technologies ResearchAdvancements in Battery MaterialsCCD and CMOS Imaging Sensors