State of Health estimation and Remaining Useful Life prediction for lithium-ion batteries by Improved Particle Swarm Optimization-Back Propagation Neural Network
Yan Ma, Meihao Yao, Hongcheng Liu, Zhiguo Tang
Topics & Concepts
Particle swarm optimizationInitializationArtificial neural networkComputer scienceMean squared errorBackpropagationMathematical optimizationArtificial intelligenceMachine learningStatisticsMathematicsProgramming languageAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsReliability and Maintenance Optimization