An improved feedforward-long short-term memory modeling method for the whole-life-cycle state of charge prediction of lithium-ion batteries considering current-voltage … S Wang, P Takyi-Aninakwa, S Jin, C Yu, C Fernandez, DI Stroe Energy 254, 124224, 2022 | 205 | 2022 |
Improved anti-noise adaptive long short-term memory neural network modeling for the robust remaining useful life prediction of lithium-ion batteries S Wang, Y Fan, S Jin, P Takyi-Aninakwa, C Fernandez Reliability Engineering & System Safety 230, 108920, 2023 | 183 | 2023 |
Improved singular filtering-Gaussian process regression-long short-term memory model for whole-life-cycle remaining capacity estimation of lithium-ion batteries adaptive to … S Wang, F Wu, P Takyi-Aninakwa, C Fernandez, DI Stroe, Q Huang Energy 284, 128677, 2023 | 111 | 2023 |
A critical review of improved deep convolutional neural network for multi-timescale state prediction of lithium-ion batteries S Wang, P Ren, P Takyi-Aninakwa, S Jin, C Fernandez Energies 15 (14), 5053, 2022 | 97 | 2022 |
A novel fuzzy adaptive cubature Kalman filtering method for the state of charge and state of energy co-estimation of lithium-ion batteries X Yang, S Wang, W Xu, J Qiao, C Yu, P Takyi-Aninakwa, S Jin Electrochimica Acta 415, 140241, 2022 | 55 | 2022 |
A strong tracking adaptive fading‐extended Kalman filter for the state of charge estimation of lithium‐ion batteries P Takyi‐Aninakwa, S Wang, H Zhang, E Appiah, ED Bobobee, ... International Journal of Energy Research 46 (12), 16427-16444, 2022 | 51 | 2022 |
A novel feedback correction-adaptive Kalman filtering method for the whole-life-cycle state of charge and closed-circuit voltage prediction of lithium-ion batteries based on … S Wang, P Takyi-Aninakwa, Y Fan, C Yu, S Jin, C Fernandez, DI Stroe International Journal of Electrical Power & Energy Systems 139, 108020, 2022 | 49 | 2022 |
An optimized relevant long short-term memory-squared gain extended Kalman filter for the state of charge estimation of lithium-ion batteries P Takyi-Aninakwa, S Wang, H Zhang, H Li, W Xu, C Fernandez Energy 260, 125093, 2022 | 38 | 2022 |
An optimized long short-term memory-weighted fading extended Kalman filtering model with wide temperature adaptation for the state of charge estimation of lithium-ion batteries P Takyi-Aninakwa, S Wang, H Zhang, X Yang, C Fernandez Applied Energy 326, 120043, 2022 | 34 | 2022 |
Analysis of the causes of leakages and preventive strategies of boiler water-wall tubes in a thermal power plant S Xue, R Guo, F Hu, K Ding, L Liu, L Zheng, T Yang Engineering Failure Analysis 110, 104381, 2020 | 26 | 2020 |
Enhanced multi-state estimation methods for lithium-ion batteries considering temperature uncertainties P Takyi-Aninakwa, S Wang, H Zhang, Y Xiao, C Fernandez Journal of Energy Storage 66, 107495, 2023 | 23 | 2023 |
A hybrid probabilistic correction model for the state of charge estimation of lithium-ion batteries considering dynamic currents and temperatures P Takyi-Aninakwa, S Wang, H Zhang, X Yang, C Fernandez Energy 273, 127231, 2023 | 22 | 2023 |
A NARX network optimized with an adaptive weighted square-root cubature Kalman filter for the dynamic state of charge estimation of lithium-ion batteries P Takyi-Aninakwa, S Wang, H Zhang, Y Xiao, C Fernandez Journal of Energy Storage 68, 107728, 2023 | 14 | 2023 |
Multi-time scale identification of key kinetic processes for lithium-ion batteries considering variable characteristic frequency H Shi, S Wang, J Liang, P Takyi-Aninakwa, X Yang, C Fernandez, L Wang Journal of Energy Chemistry 82, 521-536, 2023 | 13 | 2023 |
A novel collaborative multiscale weighting factor‐adaptive Kalman filtering method for the time‐varying whole‐life‐cycle state of charge estimation of lithium‐ion batteries S Wang, Y Fan, C Yu, S Jin, P Takyi‐Aninakwa, C Fernandez, DI Stroe International Journal of Energy Research 46 (6), 7704-7721, 2022 | 10 | 2022 |
An ASTSEKF optimizer with nonlinear condition adaptability for accurate SOC estimation of lithium-ion batteries P Takyi-Aninakwa, S Wang, H Zhang, H Li, X Yang, C Fernandez Journal of Energy Storage 70, 108098, 2023 | 9 | 2023 |
Dynamic adaptive square-root unscented Kalman filter and rectangular window recursive least square method for the accurate state of charge estimation of lithium-ion batteries S Liu, D Deng, S Wang, W Luo, P Takyi-Aninakwa, J Qiao, S Li, S Jin, ... Journal of Energy Storage 67, 107603, 2023 | 9 | 2023 |
State of charge estimation of ternary lithium-ion batteries at variable ambient temperatures ED Bobobee, S Wang, C Zou, P Takyi-Aninakwa, H Zhou, E Appiah International Journal of Electrochemical Science 18 (4), 100062, 2023 | 6 | 2023 |
A novel seasonal autoregressive integrated moving average method for the accurate lithium-ion battery residual life prediction Y Hu, S Wang, J Huang, P Takyi-Aninakwa, X Chen International Journal of Electrochemical Science 17 (5), 220555, 2022 | 6 | 2022 |
A hybrid-aided approach with adaptive state update for estimating the state-of-charge of LiFePO4 batteries considering temperature uncertainties J Peng, P Takyi-Aninakwa, S Wang, F Masahudu, X Yang, JM Guerrero Journal of Energy Storage 76, 109758, 2024 | 5 | 2024 |