Zhang Faye
Professor of Application
张法业，男，应用研究员（正高级实验师），硕士生导师。现任山东省工业装备智慧化健康管理协同创新中心副主任，自动化与智能系统山东省实验教学示范中心副主任，中国仪器仪表学会青年工作委员会委员，中国光学学会光电技术专业委员会委员，山东省一流本科课程（虚拟仿真实验教学课程）负责人，国家级一流本科课程（虚拟仿真实验教学一流课程）主要成员。 主要从事智能传感器与检测技术、装备智能故障诊断与寿命预测技术等研究，自主研发了温度、应变及振动等多参量监测传感器与仪器... More+
Paper Publications
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[1] 滕飞宇. Improved-probabilistic imaging algorithm for separation problem of helical scattered path in pipe.... Measurement, 117474, 2025.
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[2] 张法业. Novel sparse auto-encoder framework with pseudo-labeled reinforcement for cross domain fault diag.... MEASUREMENT SCIENCE AND TECHNOLOGY, 36, 2024.
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[3] 吕学宾. Fault diagnosis of power transformers based on dissolved gas analysis and improved LightGBM hybri.... IET ELECTRIC POWER APPLICATIONS, 2024.
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[4] 刘福政. Residual-optimized general linear chirplet transform: A method for time–frequency feature extrac.... Signal Processing, 234, 2025.
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[5] 台永丰. Data-Driven Method for Predicting Remaining Useful Life of Bearings Based on Multi-Layer Percepti.... SDHM Structural Durability and Health Monitoring, 19, 365-383, 2025.
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[6] 吕学宾. Fault Diagnosis Of Power Transformers Based On Dissolved Gas Analysis And Multi-kernel Graph Conv.... Journal of Applied Science and Engineering, 28, 2017-2026, 2024.
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[7] 孙玲玉. Modified Lamb Wave Delay Factor-based Multiply-sum Probabilistic Diagnostic Imaging Algorithm of .... 《IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT》, 72, 1-1, 2023.
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[8] Fuzheng Liu , Xiangyi Geng , Longqing Fan , Mingshun Jiang and Faye Zhang*. Filter-Match-Interact Transfer Framework for Machineries Open-Set Fault Diagnosis. IEEE Transactions on Industrial Informatics【中科院1区TOP, IF=11.7】, 21, 2758-2766, 2025.
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[9] Fuzheng Liu , Haomiao Wang , Mingshun Jiang and Faye Zhang*. Balance-blended adversarial distribution and smooth-suppressed labels refinement network for part.... Engineering Applications of Artificial Intelligence【中科院1区TOP, IF=7.4】, 135, 2024.
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[10] Fuzheng Liu , Faye Zhang* , Xiangyi Geng , Lin Mu , Lei Zhang , Qingmei Sui , Lei jia , Mingshun Jiang and Junwei Gao. Structural discrepancy and domain adversarial fusion network for cross-domain fault diagnosis. Advanced Engineering Informatics【中科院1区TOP, IF=8.0】, 102217, 2023.
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[11] Jinxi Wang , Faye Zhang* , Lei Zhang and Mingshun Jiang. Maximum average impulse energy ratio deconvolution and its application for periodic fault impulse.... Advanced Engineering Informatics【中科院1区TOP, IF=8.0】, 101721, 2022.
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[12] Tongzhuo Han , Jinxi Wang , Chang Peng , Xiaobo Wu , Xiangyi Geng , Lei Zhang , Mingshun Jiang and Faye Zhang. Novel adaptive loss weighted transfer network for partial domain fault diagnosis. ISA Transactions【中科院2区TOP, IF=6.3】, 362, 2024.
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[13] Xiaolin Liu , Fuzheng Liu , Tongzhuo Han , Longqing Fan , Xiangyi Geng , Mingshun Jiang and Faye Zhang*. Novel source domain filtering dual classifier network with adaptive pseudo label refinement for p.... Neurocomputing【中科院2区, IF=5.5】, 620, 129260, 2025.
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[14] Xiaolin Liu , Fuzheng Liu , Xiangyi Geng , Longqing Fan , Mingshun Jiang and Faye Zhang*. Frequency domain guided latent diffusion model for domain generalization in cross-machine fault d.... Measurement【中科院2区, IF=5.2】, 249, 116989, 2025.
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[15] Yanjun Li , Jinxi Wang , Dejun Feng , Mingshun Jiang , Chang Peng , Xiangyi Geng and Faye Zhang*. Bearing fault diagnosis method based on maximum noise ratio kurtosis product deconvolution with n.... Measurement【中科院2区, IF=5.2】, 113542, 2023.
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[16] Chenglong Ye , Jinxi Wang , Chang Peng , Zengye Ju , Xiangyi Geng , Lei Zhang , Qingmei Sui , Mingshun Jiang and Faye Zhang*. Novel cross-domain fault diagnosis method based on model-agnostic meta-learning embedded in adapt.... Measurement【中科院2区, IF=5.2】, 222, 2023.
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[17] Fuzheng Liu , Haomiao Wang , Wei Li , Faye Zhang* , Lei Zhang , Mingshun Jiang and Qingmei Sui. Fault diagnosis of rolling bearing combining improved AWSGMD-CP and ACO-ELM model. Measurement【中科院2区, IF=5.2】, 112531, 2023.