以第一作者发表SCI论文10余篇，其中ESI高被引5篇，EI中文论文3篇，代表作如下： [1] Zhiyi He, Yuting Zeng, Haidong Shao, Hongwei Hu, Xiaoqiang Xu, Novel motor fault detection scheme based on one-class tensor hyperdisk, Knowledge-Based Systems, 2023, 262(28) 中科院1区） [2] Zhiyi He, Haidong Shao, Ziyang Ding, et al. Modified deep auto-encoder driven by multi-source parameters for fault transfer prognosis of aero-engine, IEEE Transactions on Industrial Electronics 69 (2022) 845-855.（中科院1区） [3] Zhiyi He, Haidong Shao, Junsheng Cheng, et al. Support tensor machine with dynamic penalty factors and its application to the fault diagnosis of rotating machinery with unbalanced data, Mechanical Systems and Signal Processing, 141 (2020) 106441.（中科院1区） [4] Zhiyi He, Junsheng Cheng, Juan Li, et al. Linear maximum margin tensor classification based on flexible convex hulls for fault diagnosis of rolling bearings, Knowledge-Based Systems 173 (2019) 62–73.（中科院1区） [5] He Zhiyi, Shao Haidong, Wang Ping, et al. Deep transfer multi-wavelet auto-encoder for intelligent fault diagnosis of gearbox with few target training samples, Knowledge-Based Systems 191 (2020) 105313.（中科院 1区） [6] He Zhiyi, Shao Haidong, Zhong Xiang, et al. Ensemble transfer CNNs driven by multi-channel signals for fault diagnosis of rotating machinery cross working conditions, Knowledge-Based Systems 207 (2020) 106396.（中科院1区） [7] He Zhiyi, Shao Haidong, Wang Ping, et al. Transfer fault diagnosis of bearing installed in different machines using enhanced deep auto-encoder, Measurement 152 (2020) 107393.（中科院2区） |
