Zimin Liu

According to our database, Zimin Liu authored at least 8 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A physics-constrained Bayesian neural network for machinery remaining useful life prediction and uncertainty quantification.

Enxiu Wang, Zihao Lei, Guangrui Wen, Zimin Liu, Yu Su, Zhifen Zhang, Xuefeng Chen

Reliab. Eng. Syst. Saf., 2026

Self-data-driven remaining useful life prediction of rotating machinery under time-varying operating conditions based on a two-stage hybrid state-space model.

Zimin Liu, Zihao Lei, Guangrui Wen, Enxiu Wang, Yu Su, Zhifen Zhang, Xuefeng Chen

Reliab. Eng. Syst. Saf., 2026

2025

Unsupervised Fault Detection Method via Time-Series Segmentation and Contrastive Masking Learning.

Yue Xi, Zihao Lei, Guangrui Wen, Zimin Liu, Yu Su, Zhifen Zhang, Xuefeng Chen

IEEE Trans. Instrum. Meas., 2025

Koopman-Informed Neural Network for Machinery's Nonlinear Dynamics Learning and Remaining Useful Life Prediction.

Enxiu Wang, Haoxuan Zhou, Guangrui Wen, Zimin Liu, Xuefeng Chen

IEEE Trans. Instrum. Meas., 2025

Anomaly detection of machinery under time-varying operating conditions based on state-space and neural network modeling.

Zimin Liu, Zihao Lei, Guangrui Wen, Yue Xi, Yu Su, Ke Feng, Xuefeng Chen

Adv. Eng. Informatics, 2025

2024

Bearing performance degradation assessment using adversarial fusion convolutional autoencoder based on multi-source information.

Enxiu Wang, Haoxuan Zhou, Guangrui Wen, Ziling Huang, Zimin Liu, Xuefeng Chen

Trans. Inst. Meas. Control, 2024

2023

Hybrid system response model for condition monitoring of bearings under time-varying operating conditions.

Haoxuan Zhou, Bingsen Wang, Enrico Zio, Guangrui Wen, Zimin Liu, Yu Su, Xuefeng Chen

Reliab. Eng. Syst. Saf., November, 2023

2022

Online Evaluation of Surface Hardness for Aluminum Alloy in LSP Using Modal Acoustic Emission.

Zhifen Zhang, Rui Qin, Geng Li, Zimin Liu, Guangrui Wen, Weifeng He

IEEE Trans. Instrum. Meas., 2022