Pengcheng Xia

According to our database, Pengcheng Xia authored at least 6 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Learn to Supervise: Deep Reinforcement Learning-Based Prototype Refinement for Few-Shot Motor Fault Diagnosis.

Pengcheng Xia, Yixiang Huang, Chengliang Liu, Jie Liu

IEEE Trans. Neural Networks Learn. Syst., June, 2025

2024

Towards prognostic generalization: a domain conditional invariance and specificity disentanglement network for remaining useful life prediction.

Pengcheng Xia, Yixiang Huang, Chengjin Qin, Chengliang Liu

J. Intell. Manuf., October, 2024

2023

A digital twin-enhanced semi-supervised framework for motor fault diagnosis based on phase-contrastive current dot pattern.

Pengcheng Xia, Yixiang Huang, Zhiyu Tao, Chengliang Liu, Jie Liu

Reliab. Eng. Syst. Saf., July, 2023

2022

Fault Knowledge Transfer Assisted Ensemble Method for Remaining Useful Life Prediction.

Pengcheng Xia, Yixiang Huang, Peng Li, Chengliang Liu, Lun Shi

IEEE Trans. Ind. Informatics, 2022

Self-attention-based adaptive remaining useful life prediction for IGBT with Monte Carlo dropout.

Dengyu Xiao, Chengjin Qin, Jianwen Ge, Pengcheng Xia, Yixiang Huang, Chengliang Liu

Knowl. Based Syst., 2022

2021

Tool Wear Prediction Under Varying Milling Conditions via Temporal Convolutional Network and Auxiliary Learning.

Pengcheng Xia, Yixiang Huang, Dengyu Xiao, Chengliang Liu, Lun Shi

Proceedings of the International IEEE Conference on Prognostics and Health Management, 2021