Publications

Journal Papers

2026

1. Wind turbine condition monitoring using a quantum-inspired LSTM-Transformer framework
   Zhefeng Zhang, Xingxing Han, Chang Xu, Xiandong Ma
   Energy Conversion and Management: X, vol. 31, 101918, 2026. doi:10.1016/j.ecmx.2026.101918

2025

1. Quantum machine learning based wind turbine condition monitoring: State of the art and future prospects
   Zhefeng Zhang, Yueqi Wu, Xiandong Ma
   Energy Conversion and Management, vol. 332, 119694, 2025. doi:10.1016/j.enconman.2025.119694

Conference Papers

2025

1. Wind Turbine Fault Detection Using Quantum Long-Short Term Memory Network
   Zhefeng Zhang, Xiandong Ma
   2025 30th International Conference on Automation and Computing (ICAC), IEEE, pp. 1–6, 2025. doi:10.1109/ICAC65379.2025.11196477