Piercarlo Cattani

Long-Range Dependent Stochastic Prediction Model for Lithium-Ion Battery RUL Prediction Using CC-CV Dataset

Lithium-ion battery degradation does not follow the Markov property. Its current degradation state is influenced by a wealth of historical observations, which manifests long-range dependence (LRD). In this paper, capacity is taken as the characteristic parameter to quantify the degradation behaviour of lithium-ion batt...