Abstract:
A prediction method for the remaining useful life of lithium-ion battery based on double exponential empirical particle filter is proposed. This paper combines the advant...Show MoreMetadata
Abstract:
A prediction method for the remaining useful life of lithium-ion battery based on double exponential empirical particle filter is proposed. This paper combines the advantages of particle filter idea to deal with non-Gaussian nonlinear systems, and improves the particle degradation efficiency, and has fewer parameters and simple calculation. The experiments show that the proposed method is simple and feasible, and predict accurately for remaining useful life of lithium-ion batteries.
Published in: 2023 42nd Chinese Control Conference (CCC)
Date of Conference: 24-26 July 2023
Date Added to IEEE Xplore: 18 September 2023
ISBN Information: