Search Results - "Fuzzy logic control–neural network algorithm"

A GA optimization for lithium–ion battery equalization based on SOC estimation by NN and FLC.

Authors: Zhang, ShuMei Yang, Lin Zhao, XiaoWei et al.

Source: International Journal of Electrical Power & Energy Systems. Dec2015, Vol. 73, p318-328. 11p.

Subject Terms: *ALGORITHMS, *CONVERTERS (Electronics), *NEURAL circuitry, *NEURAL computers, *ELECTRIC power systems

Influence of Time-Series Length and Hyperparameters on Temporal Convolutional Neural Network Training in Low-Power Battery SOC Estimation.

Authors: Wang, Xiaoqiang Lu, Haogeng Li, Jianhua

Source: Applied Sciences (2076-3417); Oct2023, Vol. 13 Issue 19, p10910, 19p

Subject Terms: CONVOLUTIONAL neural networks, ARTIFICIAL neural networks, BATTERY management systems, GENETIC algorithms, DYNAMIC testing

Modified dual extended Kalman filters for SOC estimation and online parameter identification of lithium-ion battery via modified gray wolf optimizer.

Authors: Qian, Kangfeng Liu, Xintian Wang, Yiquan et al.

Source: Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering (Sage Publications, Ltd.); Jul2022, Vol. 236 Issue 8, p1761-1774, 14p

Intelligent optimization methodology of battery pack for electric vehicles: A multidisciplinary perspective.

Authors: Li, Wei Garg, Akhil Xiao, Mi et al.

Source: International Journal of Energy Research; 10/10/2020, Vol. 44 Issue 12, p9686-9706, 21p

Subject Terms: ELECTRIC vehicle batteries, ELECTRIC vehicles