crossrefMachine Learning and Knowledge Extraction2026-07-22
Rapid Machine Learning–Driven Modeling for Large-Scale Validation and Optimization of Control Variables in Wireless Power Transfer Systems
Oscar García-Izquierdo, José Francisco Sanz, Juan Luis Villa, María Paz Comech, Julio J. Melero
Validating wireless power transfer (WPT) systems for electric vehicles (EVs) is a challenge due to efficiency variations caused by coil misalignments and height differences arising from various vehicle designs. Traditional simulation methods, such as finite element analysis (FEM)…