Zelin Nie

23 papers C 2Journal 20Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Bayesian contrastive Learning: An augmentation-free fault diagnosis method with limited labels and uncertainty quantification.
Adv. Eng. Informatics
Hassaan Ahmad, Wei Cheng, Wentao Wang, Haoyu Liu, Zhibin Wei, Shuo Zhang, Zelin Nie, Jiangkun Yang, Xuefeng Chen
2026 J jnl
Bayesian physics-informed neural networks with iterative ensemble Kalman inversion for RUL prediction and uncertainty quantification.
Adv. Eng. Informatics
Shushuai Xie, Wei Cheng, Zelin Nie, Qian Huang, Ji Xing, Xuefeng Chen, Rongyong Zhang, Yunjie Yang
2025 J jnl
Bayesian cooperative probabilistic Transformer for remaining useful life prediction with uncertainty estimation in industrial equipment.
Adv. Eng. Informatics
Shushuai Xie, Wei Cheng, Zelin Nie, Ji Xing, Xuefeng Chen, Qian Huang, Rongyong Zhang, Yunjie Yang
2025 J jnl
Consistency-regularized-label-aware contrastive learning with uncertainty-aware periodic pseudo-labeling for machinery fault diagnosis under limited labeled data.
Adv. Eng. Informatics
Hassaan Ahmad, Wei Cheng, Wentao Wang, Shou Zhang, Zelin Nie, Haoyu Liu, Xuefeng Chen
2025 J jnl
Diagnostics and Prognostics in Power Plants: A systematic review.
Reliab. Eng. Syst. Saf.
Wei Cheng, Hassaan Ahmad, Lin Gao, Ji Xing, Zelin Nie, Xuefeng Chen, Zhao Xu, Rongyong Zhang
2025 C conf
Dynamic Adaptive Transformer Method for Real-Time Health Monitoring and Operational Trend Prediction of Industrial Equipment.
INDIN
Shuo Zhang, Wei Cheng, Le Zhang, Zelin Nie, Wentao Wang, Haoyu Liu
2025 J jnl
Efficient belief rule-based network for planetary gearbox wear state characterization using multi-channel lubricant debris information.
Inf. Fusion
Wei Cheng, Xue Liu, Ruiqiao Gou, Baoqing Ding, Ji Xing, Xuefeng Chen, Xiaolong Chang, Zelin Nie, Rongyong Zhang, Yifan Zhi
2025 J jnl
Gradient consistency strategy cooperative meta-feature learning for mixed domain generalized machine fault diagnosis.
Knowl. Based Syst.
Shushuai Xie, Wei Cheng, Ji Xing, Xuefeng Chen, Zelin Nie, Qian Huang, Rongyong Zhang
2025 C conf
Graph Attention-Based Interpretable Deviation Network for Circulating Water Pump Situational Awareness.
INDIN
Le Zhang, Wei Cheng, Shuo Zhang, Zelin Nie
2025 J jnl
How Large AI Model Empowers Time-Series Forecasting for the Operation and Maintenance of Industrial Automation System?
IEEE Trans. Ind. Informatics
Le Zhang, Wei Cheng, Shuo Zhang, Ji Xing, Zelin Nie, Xuefeng Chen, Dapeng Lan, Yu Liu, Yun Yang, Zhibo Pang
2024 J jnl
A Multistage Model for Vehicle Routing Planning in a Dynamic Nuclear Radiation Dose Field.
IEEE Trans. Ind. Informatics
Wei Cheng, Zelin Nie, Yuxin Guan, Ji Xing, Lingxiu Chen, Na Xue, Xuefeng Chen, Lin Gao, Jin Yan, Wei Deng
2024 J jnl
Incremental Contrast Hybrid Model for Online Remaining Useful Life Prediction With Uncertainty Quantification in Machines.
IEEE Trans. Ind. Informatics
Shushuai Xie, Wei Cheng, Ji Xing, Zelin Nie, Xuefeng Chen, Lin Gao, Qian Huang, Rongyong Zhang
2024 J jnl
Interactive Hybrid Model for Remaining Useful Life Prediction With Uncertainty Quantification of Bearing in Nuclear Circulating Water Pump.
IEEE Trans. Ind. Informatics
Wei Cheng, Shushuai Xie, Ji Xing, Zelin Nie, Xuefeng Chen, Yilong Liu, Xue Liu, Qian Huang, Rongyong Zhang
2024 J jnl
Multidimensional Attention Domain Adaptive Method Incorporating Degradation Prior for Machine Remaining Useful Life Prediction.
IEEE Trans. Ind. Informatics
Shushuai Xie, Wei Cheng, Zelin Nie, Ji Xing, Xuefeng Chen, Lin Gao, Zhao Xu, Rongyong Zhang
2024 J jnl
Predictive maintenance system for high-end equipment in nuclear power plant under limited degradation knowledge.
Adv. Eng. Informatics
Xue Liu, Wei Cheng, Ji Xing, Xuefeng Chen, Linying Li, Yuxin Guan, Baoqing Ding, Zelin Nie, Rongyong Zhang, Yifan Zhi
2024 J jnl
Three-Types-of-Graph-Relational Guided Domain Adaptation Approach for Fault Diagnosis of Nuclear Power Circulating Water Pump.
IEEE Trans. Ind. Informatics
Wei Cheng, Le Zhang, Ji Xing, Xuefeng Chen, Zelin Nie, Shuo Zhang, Song Wang, Rongyong Zhang, Qian Huang
2024 J jnl
Unsupervised Planetary Gearbox Fault Detection for Nuclear Circulating Water Pump Based on Generalized Features.
IEEE Trans. Instrum. Meas.
Wei Cheng, Song Wang, Le Zhang, Zelin Nie, Ji Xing, Yilong Liu, Xuefeng Chen, Rongyong Zhang, Qian Huang
2023 J jnl
A Novel Planetary Gearbox Fault Diagnosis Method for Nuclear Circulating Water Pump With Class Imbalance and Data Distribution Shift.
IEEE Trans. Instrum. Meas.
Wei Cheng, Song Wang, Yilong Liu, Xuefeng Chen, Zelin Nie, Ji Xing, Rongyong Zhang, Qian Huang
2023 J jnl
Conical near-field acoustic holography based on cylindrical wave function of variable radius and nonconformal plane measurement.
Trans. Inst. Meas. Control
Wei Cheng, Chao Song, Shengming Han, Ka Ou, Xuefeng Chen, Lin Gao, Zelin Nie, Peng Zhang, Jinglei Ni
2023 J jnl
Self-Supervised Variational Graph Autoencoder for System-Level Anomaly Detection.
IEEE Trans. Instrum. Meas.
Le Zhang, Wei Cheng, Ji Xing, Xuefeng Chen, Zelin Nie, Shuo Zhang, Junying Hong, Zhao Xu
2021 J jnl
Conical Statistical Optimal Near-Field Acoustic Holography with Combined Regularization.
Sensors
Wei Cheng, Jinglei Ni, Chao Song, Muhammad Mubashir Ahsan, Xuefeng Chen, Zelin Nie, Yilong Liu
2020 J jnl
Multi-Timescale Decision and Optimization for HVAC Control Systems With Consistency Goals.
IEEE Trans Autom. Sci. Eng.
Zelin Nie, Feng Gao, Chao-Bo Yan, Xiaohong Guan
2017 — conf
Realizability guaranteed multi-timescale optimization decision for home energy management.
CASE
Zelin Nie, Feng Gao, Chao-Bo Yan, Xiaohong Guan