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成果及论文

期刊论文

2025

  1. Zhen Zhang*, Yuewi Ming, Quming Shen, Yanyu Wang, Yuhui Zhang.  An extended variational autoencoder for cross-subject electromyograph gesture recognition. Biomedical Signal Processing and Control. 2025, 99, 106828
  2. Zhen Zhang*, Yanyu Wang, Xingxin Ruan, Xiangyu Zhang. Lithium-ion batteries lifetime early prediction using domain adversarial learning. Renewable and sustainable energy reviews. 208，115035, 2025.

2024

  1. Zhen Zhang*, XXX, Yanyu Wang, Wei Song, Yuhui Zhang. Online electromyographic hand gesture recognition using deep learning and transfer learning. Engineering Applications of Artificial Intelligence. 2024, 127: 107251
  2. Wanjie Zhao, Wei Ding, Shujing Zhang, Zhen Zhang*. A deep learning approach incorporating attention mechanism and transfer learning for lithium-ion battery lifespan prediction. Journal of energy storage.2024, 75:109647. https://doi.org/10.1016/j.est.2023.109647
  3. XXX,  Kuo Yang, Shujing Zhang, Zhen Zhang*. Wind power forecasting: A temporal domain generalization approach incorporating hybrid model and adversarial relationship-based training. Applied Energy. 2024, 355:122266.
  4. XXX,  Kuo Yang, Shujing Zhang, Zhen Zhang*. Photovoltaic power forecasting: A dual-attention gated recurrent unit framework incorporating weather clustering and transfer learning strategy. Engineering Applications of Artificial Intelligence. 2024, 130: 107691
  5. Zhen Zhang*, XXX,  Yanyu Wang. Electromyographic hand gesture recognition using convolutional neural network with multi-attention. Biomedical Signal Processing and Control, 91, 105935, 2024
  6. XXX,  Kuo Yang, Yichu Zheng, Li Ma, Shujing Zhang, Zhen Zhang*. Wind power forecasting: A transfer learning approach incorporating temporal convolution and adversarial training. Renewable energy, 120200, 2024
  7. Zhijie Wang, XXX,  Zhen Zhang*.Dual-Branch Deep Learning Architecture for Enhanced Hourly Global Horizontal Irradiance Forecasting. Expert Systems with Applications, 2024, 124115.
  8. Wanjie Zhao, Wei Ding, Shujing Zhang, Zhen Zhang*. Enhancing Lithium-Ion Battery Lifespan Early Prediction Using a Multi-Branch Vision Transformer Model. Energy, 2024， 131816
  9. Zhen Zhang*, Yuewi Ming, Yanyu Wang. A Federated Transfer Learning Approach for Surface Electromyographic Hand Gesture Recognition with Emphasis on Privacy Preservation. Engineering Applications of Artificial Intelligence, 2024,136,108952.
  10. Zhen Zhang*, Yanyu Wang, Xingxin Ruan, Xiangyu Zhang. A federated transfer learning approach for lithium-ion battery lifespan early prediction considering privacy preservation. Journal of Enegy Storage. 2024,120B,114153

2023

  1. Kuo Yang, Yanyu Wang, XXX,  Shujing Zhang, Zhen Zhang*. A temporal convolution and gated recurrent unit network with attention for state of charge estimation of lithium-ion batteries. Journal of Energy Storage.72(E), 108774, 2023. https://doi.org/10.1016/j.est.2023.108774
  2. Yanyu Wang, Pengfei Zhao, Zhen Zhang*. A deep learning approach using attention mechanism and transfer learning for electromyographic hand gesture estimation. Expert Systems with Applications, 2023, 234: 121055
  3. XXX,  Kuo Yang, Shujing Zhang, Zhen Zhang*. Wind power forecasting: A hybrid forecasting model and multi-task learning-based framework. Energy, 127864, 2023
  4. XXX,  Shujing Zhang, Zhen Zhang*. A privacy-preserving framework integrating federated learning and transfer learning for wind power forecasting, Energy (2023), doi: https:// doi.org/10.1016/j.energy.2023.129639

2022

  1. Zhen Zhang*, Wentao Zhang, Kuo Yang. Remaining useful life prediction of lithium-ion batteries based on attention mechanism and bidirectional long short-term memory network. Mesurement. 204, 112093, 2022
  2. XXX,  Kuo Yang, Haoran Zheng, Shujing Zhang, Zhen Zhang*. Early prediction of lithium-ion battery lifetime via a hybrid deep learning model. Measurement. 199， 111530， 2022
  3. XXX,  Kuo Yang, Shujing Zhang, Zhen Zhang*. Photovoltaic Power Forecasting: A Hybrid Deep Learning Model Incorporating Transfer Learning Strategy. Renewable and Sustainable Energy Reviews. 162, 112473, 2022
  4. Kuo Yang, XXX,  Shujing Zhang, Zhen Zhang*. A deep learning approach to state of charge estimation of lithium-ion batteries based on dual-stage attention mechanism. Energy, 244, Part B, 123233, 2022
  5. Zhen Zhang*, Yang Han. Discrete sparrow search algorithm for symmetric traveling salesman problem. Applied Soft Computing. 108469, 2022
  6. Zhen Zhang*, Rui He, Kuo Yang. A bioinspired path planning approach for mobile robot based on improved sparrow search algorithm. Advances in Manufacturing. 10:114–130, 2022

2021

  1. Zhen Zhang,* XXX,  Kuo Yang. A two-stage restoration of distorted underwater images using compressive sensing and image registration. Advances in Manufacturing. 9(2): 273-285，2021
  2. Kuo Yang, XXX,  Zhen Zhang*. Parameter identification and state-of-charge estimation for lithium-ion batteries using separated time scales and extended Kalman filter. Energies. 14(4), 1054,2021
  3. Ziyi Su, Handong Liu, Jinwu Qian, Zhen Zhang*, Lunwei Zhang*. Hand Gesture Recognition Based on sEMG Signal and Convolutional Neural Network. International Journal of Pattern Recognition and Artificial Intelligence. Vol. 35, No. 11, 2151012 (2021) DOI: 10.1142/S0218001421510125 

2020

  1.  Tao Sun,XXX,  Zhen Zhang*. Structural Information Reconstruction of Distorted Underwater Images Using Image Registration. Appl. Sci. 2020, 10(16), 5670; doi:10.3390/app10165670.
  2. Zhen Zhang*，Changxin He，Kuo Yang. A novel Surface Electromyographic Signal-Based Hand Gesture Prediction Using a Recurrent Neural Network. Sensors. 2020, 20(14),3994.
  3. Zhenjin Xu, Linyong Shen, Jinwu Qian and Zhen Zhang*. Advanced Hand Gesture Prediction Robust to Electrode Shift with an Arbitrary Angle. Sensors. 2020, 20（4）, 1113.
  4. Zhen Zhang,* Xuelian Yu, and Jinwu Qian. Classification of Finger Movements for Prosthesis Control with Surface Electromyography. Sensors and Materials. Vol. 32, No. 4 (2020) 1523–1532.

2019

  1. Zhen Zhang*, Xu Yang. Reconstruction of distorted underwater images using robust registration. Optics Express. 27(7), 9996-10008, 2019
  2. Zhen Zhang*, Kuo, Yang, Jinwu Qian, Lunwei Zhang*. Real-Time Surface EMG Pattern Recognition for Hand Gestures Based on an Artificial Neural Network. Sensors, 19(14).3170 2019.
  3. Zhen Zhang, Xu Yang. Bio-inspired motion planning for reaching movement of a manipulator based on intrinsic tau jerk guidance. Advances in Manufacturing, 7(3), 315-325. 2019.

2016

  1. Shutao Zhang, Jinwu Qian*, Zhen Zhang, Linyong Shen, Xi Wu, Xiaowu Hu. Age- and Parkinson’s disease-related evaluation of gait by General Tau Theory. Experimental Brain Research, 234(10), 2829-2840. 2016.

2014

  1. Zhen Zhang, Shutao Zhang, Pu Xie, Ou Ma*. Bioinspired 4D Trajectory Generation for a UAS Rapid Point-to-Point Movement. Journal of Bionic Engineering, 11(1), 72-81.2014.
  2. Zhen Zhang, Pu Xie, Ou Ma*. Bio-inspired Trajectory Generation for UAV Perching Movement Based on Tau Theory. International Journal of Advanced Robotic Systems, 11(9), 2014.
  3. 张书涛,张震*,钱晋武.基于Tau理论的机器人抓取运动仿生轨迹规划[J].机械工程学报,2014,50(13):42-51.