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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滕飞宇. Improved-probabilistic imaging algorithm for separation problem of helical scattered path in pipeline ultrasonic guided wave inspection. Measurement, 117474, 2025.
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张法业. Novel sparse auto-encoder framework with pseudo-labeled reinforcement for cross domain fault diagnosis with imbalanced samples. MEASUREMENT SCIENCE AND TECHNOLOGY, 36, 2025.
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吕学宾. Fault diagnosis of power transformers based on dissolved gas analysis and improved LightGBM hybrid integrated model with dual-branch structure. IET ELECTRIC POWER APPLICATIONS, 2025.
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刘福政. Residual-optimized general linear chirplet transform: A method for time–frequency feature extraction. Signal Processing, 234, 2025.
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台永丰. Data-Driven Method for Predicting Remaining Useful Life of Bearings Based on Multi-Layer Perception Neural Network and Bidirectional Long Short-Term Memory Network. SDHM Structural Durability and Health Monitoring, 19, 365-383, 2025.
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吕学宾. Fault Diagnosis Of Power Transformers Based On Dissolved Gas Analysis And Multi-kernel Graph Convolution Network Integrated With Dual-channel Classifiers. Journal of Applied Science and Engineering, 28, 2017-2026, 2025.
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孙玲玉. Modified Lamb Wave Delay Factor-based Multiply-sum Probabilistic Diagnostic Imaging Algorithm of Composite Structures. 《IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT》, 72, 1-1, 2025.
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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.
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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