近五年学术成果(部分):
[1] Yuan Zixiang, Ding Jie, Xiao Min. Random search deep neural networks driven Koopman subspace modeling of nonlinear dynamics. IEEE/CAA Journal of Automatica Sinica, 2025, Accepted.
[2] Shen Dezhi, Ding Jie, Wang Sai. Parallel neural network combined with adaptive Kalman filter for co-estimation of SOH and SOC of lithium-ion batteries. Journal of Energy Storage, 2025.
[3] Wen Cheng, Ding Jie, Xiao Min. A Novel ROHO-VMD and AKF-Based Framework for Accurate Harmonic Detection. Electric Power Systems Research, 2025.
[4] Ding Jie, Wu M, Xao M. Nonlinear Decoupling Control With PID Neural Network for MIMO Systems. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(6): 8715-8722.
[5] Ding Jie, Yang Yu, Yao Jianxin. Multi-innovation and strong tracking based H∞ filter for state of charge estimation of lithium-ion batteries. Journal of Energy Storage, 2024, 85: 111039.
[6]Yang Luocheng, Ding Jie, Ge Hui. Structure modification based PID neural network decoupling control for nonlinear multivariable systems. Information Sciences, 2024.
[7] Xu Sen, Ding Jie, Xiao Min. A hybrid fractional order LMS algorithm for power system harmonic estimation. Applied Mathematics Letters, 2024.
[8] Yang Yu, Ding Jie, Shen Dezhi, Hao Tianyun. Optimal Information Fusion-Based Strong Tracking Filter for State of Charge Estimation of Lithium-Ion Batteries. Journal of The Electrochemical Society, 2023 170 090528.
[9] Ding Jie, Xu Sen, Li Zhijie. Fractional order learning methods for nonlinear system identification based on fuzzy neural network. International Journal of Numerical Analysis and Modeling, 2023, 20(5): 709-723.
[10] Ding Jie, Huang Shimeng, Hao Yuefei, Xiao Min. A modified reptile search algorithm for parametric estimation of fractional order model of lithium battery. Optimal Control and Application Method, 2023, 44:3204-3218.
[11] Ding Jie, Chen Lijuan, Cao Zhengxin, Guo Honghao. Convergence analysis of the modified adaptive extended Kalman filter for the parameter estimation of a brushless DC motor, International Journal of Robust and Nonlinear Control, 2021, 31(16): 7606-7620
[12] Ding Jie, Chen Jiazhong, Lin Jinxing. Particle filtering based parameter estimation for systems with output-error type model structures, Journal of the Franklin Institute, 2019, 356(10): 5521-5540.
[13] Ding Jie, Chen Jiazhong, Lin Jinxing, Jiang Guoping,. Particle filtering based recursive identification for controlled auto-regressive systems with quantized output, IET Control Theory and Applications, 2019, 13(14): 2181-2187.
[14] Ding Jie, Cao Zhengxin, Chen Jiazhong and Jiang Guoping. Weighted parameter estimation for Hammerstein nonlinear ARX systems, Circuits, Systems and Signal Processing, 2020, 39(4): 2178-2192.