Improved anti-noise adaptive long short-term memory neural network modeling for the robust remaining useful life prediction of lithium-ion batteries. - Shunli Wang 002; Yongcun Fan; Siyu Jin; Paul Takyi-Aninakwa; Carlos Fernandez (Reliab. Eng. Syst. Saf., 2023)

An enhanced lithium-ion battery state-of-charge estimation method using long short-term memory with an adaptive state update filter incorporating battery parameters. - Paul Takyi-Aninakwa; Shunli Wang 002; Guangchen Liu; Alhamdu Nuhu Bage; Faisal Masahudu; Josep M. Guerrero (Eng. Appl. Artif. Intell., 2024)

State of charge estimation of lithium-ion batteries using improved multi-attention long short-term memory extended Kalman filtering model. - Etse Dablu Bobobee; Shunli Wang 002; Paul Takyi-Aninakwa; Guangchen Liu; Ebenezer Koukoyi (Eng. Appl. Artif. Intell., 2025)

Battery lumped fractional-order hysteresis thermoelectric coupling model for state of charge estimation adaptive to time-varying core temperature conditions. - Jiawei Zeng; Shunli Wang 002; Paul Takyi-Aninakwa; Mengyun Zhang; Wen Cao; Carlos Fernandez; Josep M. Guerrero (Int. J. Circuit Theory Appl., 2025)