Shengdong Wang, Zhenbao Liu, Zhen Jia, Xinshang Qin (2025). DFF-Net: An intelligent recognition network with high precision for unbalanced flight regimes of unmanned aerial vehicles. Expert Systems With Applications, Vol. 274.DOI
Shengdong Wang, Zhen Jia, Zhenbao Liu, Yong Tang, Xinshang Qin, Xiao Wang (2025). Self-supervised contrast learning based UAV fault detection and interpretation with spatial-temporal information of multivariate flight data. Expert Systems With Applications, Vol. 267.DOI
Yang Li, Zhen Jia, Zhen-Bao Liu, Hai-Dong Shao, Baodong Wang, Xinshang Qin, Shengdong Wang (2025). Interpretable diagnosis of aircraft actuator imbalance faults based on stacking integration strategy. Measurement science and technology.DOI
Zhen-Bao Liu, Shengdong Wang, Zhen Jia, Yong Tang, Guo-Zhu Zhi, Xiao Wang (2025). Bidirectional Cross-Attention Domain Adaption Transformer Network for Aircraft EMA Fault Diagnosis Under Varying Working Conditions. IEEE Transactions on Aerospace and Electronic Systems.DOI
Wenqi Zhang, Zhen-Bao Liu, Zhen Jia, Shengdong Wang, Xiao Wang (2025). Application of a Dual-Branch Recursive Time-Series Joint Model Based on a Multiscale Transformer and Multimodal Fusion to Fault Diagnosis of Fixed-Wing UAV Actuators. IEEE Transactions on Aerospace and Electronic Systems.DOI
Wei-Jun Yan, Zhen Jia, Zhen-Bao Liu, Shengdong Wang, Wenqi Zhang, Kai Wang (2025). Vibration-sensor-free diagnosis for aviation piston pumps: A CWT-ViT approach with high-dimensional tensor fusion. Measurement.DOI
Shengdong Wang, Zhenbao Liu, Zhen Jia, Wen Zhao, Zihao Li (2024). Intermittent fault diagnosis for electronics-rich analog circuit systems based on multi-scale enhanced convolution transformer network with novel token fusion strategy. Expert Systems With Applications, Vol. 238.DOI
Shengdong Wang, Zhen-Bao Liu, Zhen Jia, Yong Tang, Guo-Zhu Zhi, Xiao Wang (2024). Fault Detection for UAVs With Spatial-Temporal Learning on Multivariate Flight Data. IEEE Transactions on Instrumentation and Measurement.DOI
Shengdong Wang, Zhen-Bao Liu, Zhen Jia, Wen Zhao, Zihao Li, Lu-Yao Wang (2024). Intermittent fault diagnosis of analog circuit based on enhanced one-dimensional vision transformer and transfer learning strategy. Engineering applications of artificial intelligence.DOI
Shengdong Wang, Zhen-Bao Liu, Zhen Jia (2024). Fault diagnosis for flying-wing UAV sensors based on enhanced ensemble deep auto-encoder. International Conference on Control, Automation and Systems.DOI
Zhen Jia, Zhenbao Liu, Chi -Man Vong, Shengdong Wang, Yongyi Cai (2023). DC-DC Buck circuit fault diagnosis with insufficient state data based on deep model and transfer strategy. Expert Systems With Applications, Vol. 213.DOI
Zhen Jia, Shengdong Wang, Ke Zhao, Zhifei Li, Qiqi Yang, Zhen-Bao Liu (2023). An efficient diagnostic strategy for intermittent faults in electronic circuit systems by enhancing and locating local features of faults. Measurement science and technology.DOI
Shengdong Wang, Zhen-Bao Liu, Zhen Jia, Zihao Li (2023). Incipient fault diagnosis of analog circuit with ensemble HKELM based on fused multi-channel and multi-scale features. Engineering applications of artificial intelligence.DOI
Shengdong Wang, Zhen-Bao Liu, Zhen Jia, Zihao Li (2022). Composite Fault Diagnosis of Analog Circuit System Using Chaotic Game Optimization-Assisted Deep Elm-Ae. Social Science Research Network.DOI
Zhen Jia, Yang Li, Shengdong Wang, Zhen-Bao Liu (2022). A multi-channel data-based fault diagnosis method integrating deep learning strategy for aircraft sensor system. Measurement science and technology.DOI