Pengcheng Xia

11 papers Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Novel Shield Machine Main Bearing Health Evaluation Approach Based on Two-Stage Signal Decomposition. IEEE Trans. Ind. Informatics Gang Shi, Chengjin Qin, Zhinan Zhang, Pengcheng Xia, Chengliang Liu
2026	J	`jnl`	Bi-directional digital twin prototype anchoring with multi-periodicity learning for few-shot fault diagnosis. CoRR Pengcheng Xia, Zhichao Dong, Yixiang Huang, Chengjin Qin, Qun Chao, Chengliang Liu
2026	J	`jnl`	Domain generalization method based on causal disentanglement network for the fault diagnosis of axial piston pumps. Knowl. Based Syst. Yuechen Shao, Qun Chao, Pengcheng Xia, Zhiqiang Zhang, Chengliang Liu
2026	J	`jnl`	Generalized envelope nonlinear Gini index-gram guided two-stage chirp mode decomposition for shield machine main bearing fault diagnosis. Adv. Eng. Informatics Gang Shi, Chengjin Qin, Pengcheng Xia, Zhinan Zhang, Chengliang Liu
2025	J	`jnl`	Learn to Supervise: Deep Reinforcement Learning-Based Prototype Refinement for Few-Shot Motor Fault Diagnosis. IEEE Trans. Neural Networks Learn. Syst. Pengcheng Xia, Yixiang Huang, Chengliang Liu, Jie Liu
2025	J	`jnl`	Multi-modal cross-domain mixed fusion model with dual disentanglement for fault diagnosis under unseen working conditions. CoRR Pengcheng Xia, Yixiang Huang, Chengjin Qin, Chengliang Liu
2024	J	`jnl`	Towards prognostic generalization: a domain conditional invariance and specificity disentanglement network for remaining useful life prediction. J. Intell. Manuf. Pengcheng Xia, Yixiang Huang, Chengjin Qin, Chengliang Liu
2023	J	`jnl`	A digital twin-enhanced semi-supervised framework for motor fault diagnosis based on phase-contrastive current dot pattern. Reliab. Eng. Syst. Saf. Pengcheng Xia, Yixiang Huang, Zhiyu Tao, Chengliang Liu, Jie Liu
2022	J	`jnl`	Fault Knowledge Transfer Assisted Ensemble Method for Remaining Useful Life Prediction. IEEE Trans. Ind. Informatics Pengcheng Xia, Yixiang Huang, Peng Li, Chengliang Liu, Lun Shi
2022	J	`jnl`	Self-attention-based adaptive remaining useful life prediction for IGBT with Monte Carlo dropout. Knowl. Based Syst. Dengyu Xiao, Chengjin Qin, Jianwen Ge, Pengcheng Xia, Yixiang Huang, Chengliang Liu
2021	—	`conf`	Tool Wear Prediction Under Varying Milling Conditions via Temporal Convolutional Network and Auxiliary Learning. ICPHM Pengcheng Xia, Yixiang Huang, Dengyu Xiao, Chengliang Liu, Lun Shi