A data-driven approach for fault detection of offshore wind turbines using random forests. - Yulin Si; Liyang Qian; Baijin Mao; Dahai Zhang 001 (IECON, 2017)

A Data-Driven Design for Fault Detection of Wind Turbines Using Random Forests and XGboost. - Dahai Zhang 001; Liyang Qian; Baijin Mao; Can Huang; Bin Huang; Yulin Si (IEEE Access, 2018)

A condition monitoring method of wind turbines based on Long Short-Term Memory neural network. - Bo Feng; Dahai Zhang 001; Yulin Si; Xiange Tian; Peng Qian (ICAC, 2019)

Data-Driven Condition Monitoring Approaches to Improving Power Output of Wind Turbines. - Peng Qian; Xiandong Ma; Dahai Zhang 001; Junheng Wang (IEEE Trans. Ind. Electron., 2019)

A Data-Driven Fault Detection Framework Using Mahalanobis Distance Based Dynamic Time Warping. - Yulin Si; Zheng Chen; Jili Sun; Dahai Zhang 001; Peng Qian (IEEE Access, 2020)

Multi-Objective Offshore Wind Farm Wake Redirection Optimization for Power Maximization and Load Reduction. - Jili Sun; Zheng Chen; Hao Yu; Peng Qian; Dahai Zhang 001; Yulin Si (ACC, 2022)

An Adaptive Fault Feature Extraction Method for Aeroengine Intershaft Bearing Based on Casing Vibration. - Chen Liang; Haijun Xuan; Guoqiang Li; Jiashuo Zhang; Dahai Zhang 001 (IEEE Access, 2025)

Damage Identification of Offshore Wind Turbine Blades Considering Material Aging Based on NFCRR and Stacking Model. - Haiyang Xu; Bohan Wang; Yuqin Zhu; Tao Zhao; Tianze Shao; Ting Huang; Dahai Zhang 001; Peng Qian (IEEE Trans. Instrum. Meas., 2025)

An Improved Inverse Finite Element Framework for Shape Sensing: Application of SVD-Based Extended Data-Driven Approach in Preregression. - Dahai Zhang 001; Tao Wang 187; Haiyang Xu; Bohan Wang; Ran Bi; Tao Zhao; Peng Qian (IEEE Trans. Instrum. Meas., 2025)