Ensemble learning prediction model for lithium-ion battery remaining useful life based on embedded feature selection. - Xiao-Tian Wang; Song-Bo Zhang; Jie-Sheng Wang; Xun Liu; Yun-Cheng Sun; Yi-Peng Shang-Guan; Ze-Zheng Zhang (Appl. Soft Comput., 2025)

Bidirectional online sequence extreme learning machine and switching strategy for soft-sensor model of SMB chromatography separation process. - Yong-Cheng Sun; Jie-Sheng Wang; Cheng Xing; Yi-Peng Shang-Guan; Xiao-Tian Wang; Song-Bo Zhang (Soft Comput., 2025)

Capacity prediction model for lithium-ion batteries based on bi-directional LSTM neural network optimized by adaptive convergence factor gold rush optimizer. - Xiao-Tian Wang; Jie-Sheng Wang; Song-Bo Zhang; Xun Liu; Yong-Cheng Sun; Yi-Peng Shang-Guan (Evol. Intell., 2025)