Surrogate model-based optimization algorithm remains as an important solution to expensive black-box function optimization. The introduction of ensemble model enables the algorithm to automatically ...

This paper introduces an innovative Adaptive Stacking Ensemble Model (ASEM) that incorporates Genetic Algorithm-based Hyper-parameter optimization to predict the SOH of lithium-ion batteries. ASEM ...