Zihao Lei

21 papers Journal 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
A physics-constrained Bayesian neural network for machinery remaining useful life prediction and uncertainty quantification.
Reliab. Eng. Syst. Saf.
Enxiu Wang, Zihao Lei, Guangrui Wen, Zimin Liu, Yu Su, Zhifen Zhang, Xuefeng Chen
2026 J jnl
Deep digital twin-powered large vision-language model for multi-scenario industrial fault diagnosis.
Adv. Eng. Informatics
Quanning Xu, Guangrui Wen, Zihao Lei, Shulong Gu, Yu Su, Zhifen Zhang, Xuefeng Chen
2026 J jnl
Lightweight cost-sensitive multi-expert dual knowledge transfer network for imbalanced fault diagnosis.
Eng. Appl. Artif. Intell.
Shuaiqing Deng, Guangrui Wen, Zihao Lei, Xiangfeng Zhang, Hong Jiang, Zhenyi Chen, Xuefeng Chen
2026 J jnl
Self-data-driven remaining useful life prediction of rotating machinery under time-varying operating conditions based on a two-stage hybrid state-space model.
Reliab. Eng. Syst. Saf.
Zimin Liu, Zihao Lei, Guangrui Wen, Enxiu Wang, Yu Su, Zhifen Zhang, Xuefeng Chen
2026 J jnl
Virtual-physical mapping network-driven digital twin for intelligent fault diagnosis with imbalanced samples.
Comput. Ind. Eng.
Quanning Xu, Guangrui Wen, Zihao Lei, Qing Ni, Ke Feng, Rui Qin, Jing Huang, Xuefeng Chen
2025 J jnl
Anomaly detection of machinery under time-varying operating conditions based on state-space and neural network modeling.
Adv. Eng. Informatics
Zimin Liu, Zihao Lei, Guangrui Wen, Yue Xi, Yu Su, Ke Feng, Xuefeng Chen
2025 J jnl
Sharpness-aware multidomain imbalance generalization with external adversarial learning and intrinsic balanced entropy regularization for intelligent fault diagnosis.
Eng. Appl. Artif. Intell.
Shuaiqing Deng, Zihao Lei, Guangrui Wen, Yu Su, Zhifen Zhang, Houcheng Su, Xuefeng Chen, Chunsheng Yang
2025 J jnl
Unsupervised Fault Detection Method via Time-Series Segmentation and Contrastive Masking Learning.
IEEE Trans. Instrum. Meas.
Yue Xi, Zihao Lei, Guangrui Wen, Zimin Liu, Yu Su, Zhifen Zhang, Xuefeng Chen
2025 J jnl
Unsupervised anomaly detection of machines operating under time-varying conditions: DCD-VAE enabled feature disentanglement of operating conditions and states.
Reliab. Eng. Syst. Saf.
Haoxuan Zhou, Bingsen Wang, Enrico Zio, Zihao Lei, Guangrui Wen, Xuefeng Chen
2025 J jnl
Unsupervised graph transfer network with hybrid attention mechanism for fault diagnosis under variable operating conditions.
Reliab. Eng. Syst. Saf.
Zihao Lei, Feiyu Tian, Yu Su, Guangrui Wen, Ke Feng, Xuefeng Chen, Michael Beer, Chunsheng Yang
2025 J jnl
WamGLM: A multimodal large-scale language model for wafer map defect information in-depth query through multi-turn dialogue based on prototypical supervised contrastive learning.
Appl. Soft Comput.
Shulong Gu, Zihao Lei, Guangrui Wen, Quanning Xu, Zhaojun Steven Li, Xuefeng Chen, Chunsheng Yang
2024 J jnl
Knowledge Distillation-Guided Cost-Sensitive Ensemble Learning Framework for Imbalanced Fault Diagnosis.
IEEE Internet Things J.
Shuaiqing Deng, Zihao Lei, Guangrui Wen, Zhaojun Steven Li, Yongchao Zhang, Ke Feng, Xuefeng Chen
2023 J jnl
A Synchronous Holo-Balancing Method for Flexible Rotors Based on the Modified Initial Phase Vector.
Inf. Fusion
Zihao Lei, Hongming Chen, Guangrui Wen, Ke Feng, Zheng Liu, Ruqiang Yan, Xuefeng Chen
2023 J jnl
CFCNN: A novel convolutional fusion framework for collaborative fault identification of rotating machinery.
Inf. Fusion
Yadong Xu, Ke Feng, Xiaoan Yan, Ruqiang Yan, Qing Ni, Beibei Sun, Zihao Lei, Yongchao Zhang, Zheng Liu
2023 J jnl
Digital twin-driven partial domain adaptation network for intelligent fault diagnosis of rolling bearing.
Reliab. Eng. Syst. Saf.
Yongchao Zhang, Jinchen Ji, Zhaohui Ren, Qing Ni, Fengshou Gu, Ke Feng, Kun Yu, Jian Ge, Zihao Lei, Zheng Liu
2023 J jnl
Integrated intelligent fault diagnosis approach of offshore wind turbine bearing based on information stream fusion and semi-supervised learning.
Expert Syst. Appl.
Yongchao Zhang, Kun Yu, Zihao Lei, Jian Ge, Yadong Xu, Zhixiong Li, Zhaohui Ren, Ke Feng
2022 J jnl
A Multisource Dense Adaptation Adversarial Network for Fault Diagnosis of Machinery.
IEEE Trans. Ind. Electron.
Ziling Huang, Zihao Lei, Guangrui Wen, Xin Huang, Haoxuan Zhou, Ruqiang Yan, Xuefeng Chen
2022 J jnl
Construction of health indicators for condition monitoring of rotating machinery: A review of the research.
Expert Syst. Appl.
Haoxuan Zhou, Xin Huang, Guangrui Wen, Zihao Lei, Shuzhi Dong, Ping Zhang, Xuefeng Chen
2021 J jnl
An Intelligent Fault Diagnosis Method Based on Domain Adaptation and Its Application for Bearings Under Polytropic Working Conditions.
IEEE Trans. Instrum. Meas.
Zihao Lei, Guangrui Wen, Shuzhi Dong, Xin Huang, Haoxuan Zhou, Zhifen Zhang, Xuefeng Chen
2021 J jnl
Memory Residual Regression Autoencoder for Bearing Fault Detection.
IEEE Trans. Instrum. Meas.
Xin Huang, Guangrui Wen, Shuzhi Dong, Haoxuan Zhou, Zihao Lei, Zhifen Zhang, Xuefeng Chen
2021 J jnl
Real-Time Measurement of Seam Strength Using Optical Spectroscopy for Al-Li Alloy in Laser Beam Welding.
IEEE Trans. Instrum. Meas.
Zhifen Zhang, Yiming Huang, Rui Qin, Zihao Lei, Guangrui Wen