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+
Scientific Research
Working-Papers
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Paper Publications
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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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Fuzheng Liu, Haomiao Wang, Mingshun Jiang and Faye Zhang*. Balance-blended adversarial distribution and smooth-suppressed labels refinement network for partial transfer fault diagnosis. Engineering Applications of Artificial Intelligence【中科院1区TOP, IF=7.4】, 135, 2024.
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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, 2024.
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Jinxi Wang, Faye Zhang*, Lei Zhang and Mingshun Jiang. Maximum average impulse energy ratio deconvolution and its application for periodic fault impulses enhancement of rolling bearing. Advanced Engineering Informatics【中科院1区TOP, IF=8.0】, 101721, 2024.
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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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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 partial domain fault diagnosis. Neurocomputing【中科院2区, IF=5.5】, 620, 129260, 2025.
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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 diagnosis. Measurement【中科院2区, IF=5.2】, 249, 116989, 2025.
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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 noise conditions. Measurement【中科院2区, IF=5.2】, 113542, 2024.
Patents
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（2024）发明人：张法业，李新龙，姜明顺，张雷，隋青美，贾磊；发明名称：基于DBN和多层模糊LSTM的电动舵机剩余寿命预测方法及系统；专利号：ZL 2020 1 0972888.0.
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（2023）发明人：张法业，闫星宇，姜明顺，隋青美，张雷，贾磊；发明名称：一种基于双向GRU的滚动轴承剩余寿命预测方法及系统；专利号：ZL 2022 1 0300479.5.
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（2022）发明人：张法业，姚鹏，姜明顺，张雷，贾磊；发明名称：基于离散余弦循环谱相干的滚动轴承故障诊断方法及系统；专利号：ZL 2021 1 1179309.8
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（2022）发明人：张法业，王金喜，姜明顺，张雷，隋青美，贾磊；发明名称：一种滚动轴承故障诊断方法及系统；专利号：ZL 2021 1 0162582.3.
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（2022）发明人：张法业，王金喜，姜明顺，贾磊，张雷，隋青美；发明名称：一种齿轮箱故障诊断方法及系统；专利号：ZL 2021 1 0342828.5.
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（2022）发明人：姜明顺，姚鹏，张法业，张雷，贾磊；发明名称：基于增强梅尔线性频率倒谱系数的滚动轴承故障诊断方法；专利号：ZL 2021 1 1179314.9
Published Books
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Research Projects
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基于多源域自适应迁移的高速列车轴箱轴承故障诊断方法研究，国家自然科学基金面上项目, National Natural Science Foundation of China (NSFC), 2023-08-24-2027-12-31
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轨道车辆复合材料关键承力构件状态监测与评估技术研究，国家重点研发计划, 2023-11-01-2026-10-31
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高速列车轴箱轴承早期故障诊断与剩余寿命预测方法研究，山东省自然科学基金项目, 2024-01-01-2026-12-31
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特高压换流变网侧组部件振动状态评估与运检策略优化研究，企事业单位委托项目, 2024-05-17-2026-12-31
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换流变放电监测及热点预警技术研究，企事业单位委托项目, 2024-12-17-2027-08-10
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激光测振硬件解调模块，企事业单位委托项目, 2024-11-30-2025-07-30
Research Team
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