纵向科研项目 

1. 国家自然科学基金青年项目，2024-2026. (主持)

   
   

2. 四川省自然科学基金项目，2022-2023. (主持)

   
   

3. 中国博士后科学基金资助项目，2020-2022. (主持)

   
   

4. 国家重点研发计划，2021-2023. (主研)

   
   

5. 四川省科技创新研究团队，2020-2022. (主研)

   
   

6. 中央高校基本科研业务费专项资金资助，2016-2018. (主持)

   
   

7. 中央高校基本科研业务费专项资金资助，2014-2016. (主持)

   
   

8. 四川省、直辖市、自治区科技项目. (主研)

   
   

横向科研项目

   1. 某企业制动阀检修数字化质量管控平台

   2.中铝萨帕生产物流管理系统和碱洗生产管理系统

   3.  某企业“四川质量奖”申报及质量建设

   4. 企业产业升级及质量提升

   5.  企业现场管理专业咨询

【2023】

l Min Zhang, Xianjun Li, Zaiyu Xiang, Jiliang Mo*, Shihao Xu. Diagnosis of brake friction faults in high-speed trains based on 1DCNN and GraphSAGE under data imbalance[J]. Measurement, 2023, 207: 112378.  (Q1, 5.131) 

l Ruohui Hu, Min Zhang*, Zaiyu Xiang, Jiliang Mo. Guided deep subdomain adaptation network for fault diagnosis of different types of rolling bearings [J]. Journal of Intelligent Manufacturing, 2023, 34: 2225-2240.  (中科院Top期刊) (Q1, 7.136) 

l Zhuang Kang, Min Zhang*, Wenming Cheng, Ruohui Hu. Health status monitoring of high-speed train brake pads considering noise under variable working conditions[J]. Structural Health Monitoring-An International Journal, 2023.  (Q1, 5.710)

l 张敏, 袁毅, 李贤均. 基于KECA和MBA-NARX的多阶段间歇过程质量预测[J]. 西南交通大学学报（自然版）, 2023, 58(03): 685-695.

【2022】

l Ruohui Hu, Min Zhang*, Xiangyin Meng, Zhuang Kang. Deep subdomain generalisation network for health monitoring of high-speed train brake pads[J].  Engineering Applications of Artificial Intelligence, 2022, 113:104896. SCI 1区, 7.802. (中科院Top期刊) (Q1, 7.802)

l Min Zhang, Xunjie Zhang, Jiliang Mo*, Zaiyu Xiang, Pengwei Zheng. Brake uneven wear of high-speed train intelligent monitoring using an ensemble model based on multi-sensor feature fusion and deep learning[J]. Engineering Failure Analysis, 2022, 137:106219. (Q2, 3.634). 

l Min Zhang, Xianjun Li, Shihao Xu, Xiangyin Meng*. Fault pattern recognition of rolling bearing based on SPA and dual-input depth spatial-temporal fusion [J]. Measurement Science and Technology, 2022, 33:0805022. (Q2, 2.398)

l Min Zhang, Guowen Xiong, Shanshan Bao, Chao Meng*. A time-division distribution strategy for the two-echelon vehicle routing problem with demand blowout [J]. Journal of Industrial and Management Optimization, 2022, 18(4): 2847-2872. (Q3, 1.411)

l 许文鑫, 张敏*, 莫继良, 胡若晖. 基于CBAM-CNN的高速列车制动闸片摩擦块偏磨状态监控[J].摩擦学学报,2022, 42(6): 1226-1236.

l 张敏, 李贤均, 王瑞琦, 张则强. 一种基于时空融合特征的间歇过程弱故障识别方法[J]. 工业工程与管理, 2022, 27(3): 64-73.

l 胡若晖, 张敏, 许文鑫. 基于DCGAN和DANN网络的滚动轴承跨域故障诊断[J]. 振动与冲击, 2022,41(6): 21-29.

l 张训杰, 袁毅, 李贤均, 张敏. 基于CF特征提取与MBA-SVDD的滚动轴承故障诊断[J]. 机床与液压, 2022, 55(1): 182–188. 【中文核心录用，机械T3】

l 许文鑫, 张敏, 熊国文. 配送车与无人机的农村物流配送路径优化仿真[J]. 计算机仿真2022,39(06) : 151-157.

l 张成帆, 江泽鹏, 曹伟, 陈伟, 张敏. 基于一维多尺度卷积神经网络的滚动轴承故障诊断方法[J].机械科学与技术, 2022,41(01) : 120-126.

【2021】

l Xunjie Zhang,Min Zhang, Zaiyu Xiang, Jiliang Mo.Research on diagnosis algorithm of mechanical equipment brake friction fault based on MCNN-SVM[J]. Measurement,  2021, 186(12):110065. 【SCI】

l   Yaoxiang Yu, Min Zhang*. Control Chart Recognition Based on the Parallel Model of CNN and LSTM with GA Optimization[J]. Expert Systems with Applications, 2021, 185: 115689. 【SCI】

l  Min Zhang^*, Xianjun Li, Ruiqi Wang. Incipient Fault Diagnosis of Batch Process Based on Deep Time Series Feature Extraction [J]. Arabian Journal for Science and Engineering, 2021, 46(10): 10125-10136.【SCI】

l 熊国文, 张敏, 许文鑫. 基于众包模式下的两级开闭混合式车辆路径优化研究[J]. 浙江大学学报(工学版),  2021, 55(12): 2397–2408.【EI】

l  Min Zhang^*, Yi Yuan, Wenming Cheng. Multistage Condition Monitoring of Batch Process Based on Multi-boundary Hypersphere SVDD with Modified Bat Algorithm[J]. Arabian Journal for Science and Engineering, 2021,46: 1647–1661. 【SCI 000558136200001】

l 张敏, 王瑞琦, 张训杰. 基于KECA-IGWO-KELM的间歇过程故障诊断方法研究[J]. 信息与控制，2021, 50(3):321-328.

【2020以前】

l Min Zhang^*, Ruiqi Wang, Zhenyu Cai, Wenming Cheng. Phase Partition and Identification Based on KECA and MSVM_FWA for Multi-phase Batch Process Fault Diagnosis[J].Transactions of the Institute of Measurement and Control, 2020, 42(12): 2324-2337.【SCI: 000524204000001】

l Min Zhang^*, Yi Yuan, Ruiqi Wang, Wenming Cheng. Recognition of Mixture Control Chart Patterns based on Fusion Feature Reduction and Fireworks Algorithm Optimized MSVM[J]. Pattern Analysis and Applications, 2020, 23(1): 15-26.【SCI: 000511533500002】

l 蔡振宇，张敏，包珊珊. EEMD_H与ITLBO_SVM相结合的滚动轴承故障诊断方法[J]. 机械设计与制造, 2020, (6):39-42+47.（北大中文核心，B）

l Yi Yuan, Min Zhang, Xianjun Li. Fault Diagnosis of Composite Features Rolling Bearing Based on Variational Mode Decomposition [J]. 2020 International Conference on Applied Physics and Computing (ICAPC 2020), Journal of Physics: Conference Series, 2020, 1650 (2): 022073. doi: 10.1088/1742-6596 /1650/2 /022073. (EI :20204809531374)

l  Liu, Silu; Zhang, Zeqiang; Guan, Chao; Zhu, Lixia; Zhang, Min; Guo, Peng. An improved fireworks algorithm for constrained single-row facility layout problem[J]. International Journal of Production Research, 2020, DOI:10.1080/00207543. 2020.1730465 【SCI在线】

l  Cheng Wenming, Wang Hui, Zhang Min, Du Run. Improved proportional topology optimization algorithm for minimum volume problem with stress constraints[J]. Engineering Computations, 2020. A+ [1.57, 4区]

l  Min Zhang^*, Zhenyu Cai, Wenming Cheng. Multiple Fault Diagnosis Method based on Multi-scale feature extraction and MSVM_PPA [J]. Shock and Vibration, vol. 2018, Article ID 6209371, 12 pages, 2018. (SCI: 000432157700001)

l  Min Zhang^*, Wenming Cheng, Yi Wang. Multiple-fault Classification for Hot Mix Asphalt Production by Machine Learning[J]. Journal of Construction Engineering and Management, 2018, 144(5), 04018024: 1-12. (SCI: 000427958300008)

l Min Zhang, Zhenyu Cai, Wenming Cheng^*. Multi-model Quality Prediction Approach using Fuzzy C-means Clustering and Support Vector Regression [J]. Advances in Mechanical Engineering, 2017, 9(8):1-12.(SCI:000407953000001)

l  Min Zhang, Michael Heitzman, Alice E. Smith^*. Improving Hot Mix Asphalt Production Using Computer Simulation and Real Time Optimization [J]. Journal of Computing in Civil Engineering, Volume 28, Number 3, May/June 2014, pp. 04014011-1 to 04014011-8. (SCI: 000337675000011，EI: 20141817639978)

l Min Zhang*, Wenming Cheng. Recognition of Mixture Control Chart Pattern Using Multi-class Support Vector Machine and Genetic Algorithm Based on Statistical and Shape Features [J]. Mathematical Problems in Engineering, 2015,(5): 1-10 (SCI, 000363192500001)

l Min Zhang, Wenming Cheng*, Peng Guo. Intelligent Recognition of Mixture Control Chart Pattern Based on Quadratic Feature Extraction and SVM with AMPSO [J]. Journal of coastal research, Special Issue, 2015, No. 73, pp. 304-309. (SCI: 000351538400054)

l Bao Shanshan, Zhang Min^*, Cai Zhenyu. The Slotting Optimization of Tobacco Automated Stereoscopic Warehouse based on Fault Tree and Field Test [J]. 2017 2nd IEEE International Conference on Intelligent Transportation Engineering, ICITE 2017, p 346-351, October 2, 2017. (EI，20174704441412)

l Min Zhang*, Wenming Cheng. Fault Diagnosis Method Based on Wavelet Packet Transform and Kernel Principal Component Analysis [J]. Journal of Computational Information Systems, 2012, 8(14): 5835-5842.(EI: 20123215308697)【 获2008~2013年度四川省机械工程学会优秀科技论文奖】

l Zhang Min^*, Cheng Wenming, Zhang Zeqiang, Guo Peng. Application of Postponement Strategy to Supply Chain Optimization in Mass Customization [C]// Proceedings of 2010 International Conference on Logistics Engineering and Management, ChengDu, 2010: 4296-4303. (EI:20105013491236 )

l 张敏,蔡振宇,包珊珊. 基于EEMD_Hilbert和FWA-SVM的滚动轴承故障诊断方法[J].西南交通大学学报, 2019, 54(3):637-644. (EI: 20193407347446)

l   张敏^*, 程文明, 张则强, 郭鹏.面向大规模定制的供应链延迟策略模型研究[J].西南交通大学学报(自然科学版), 2011, 46(6):1055-1059. (EI:20120314688574)

l  张敏^*, 程文明, 刘娟. 复杂生产过程小故障诊断与分类方法研究[J]. 西南交通大学学报(自然科学版), 2014,49(5):842-847. ( EI: 20144700221927)

l 张敏^*, 程文明. 一种基于局部模型的多工况过程质量预测方法[J].计算机应用研究, 2014,31(6):1740-1743. ( CSCD期刊)

l  张敏^*，程文明. 基于自适应粒子群算法和支持向量机的控制图模式识别[J].工业工程. 2012,15(5):125-129. (中文核心)

l 张敏^*, 程文明, 梁剑.基于eM-Plant的铁路集装箱装卸线布局的仿真研究[J].铁道运输与经济, 2009, 31(11):87-90.(中文核心)

l  张敏^*, 程文明, 林炳焜. 大规模定制下供应链延迟生产模式的研究[J]. 物流工程三十年技术创新发展之道, 中国机械工学会物流工程分会, 2011:191-196. (获得物流工程三十年“优秀论文奖”.)

l  Bao Shanshan, Zhang Min^*, Cai Zhenyu. The Slotting Optimization of Tobacco Automated Stereoscopic Warehouse based on Fault Tree and Field Test [J]. 2017 2nd IEEE International Conference on Intelligent Transportation Engineering, ICITE 2017, p 346-351, October 2, 2017. (EI，20174704441412)

l Guo Peng^*, Cheng Wenming, Zhang Min. Simulation on the operation influence by external factors for railway container logistic center[C]// Proceedings of International Conference of Logistics Engineering and Management, ChengDu, 2010: 2915-2922. (EI: 20105013491042)

l   程文明, 梁剑^*, 张敏. 铁路集装箱中心站列车装卸作业的仿真研究[J]. 系统仿真学报, 2009, 21(19):6290-6297.

l    Wenming Cheng, Weigang Fu*, Zeqiang Zhang, Min Zhang. The Bionic Lightweight Design of the Mid-rail Box Girder Based on the Bamboo Structure [J]. Przegląd Elektrotechniczny, 2012,88(9B): 113-117.(SCI: 000308318500027)

l 黄园园^*, 吴晓, 张敏等. 基于多阶段批调度的混合型生产过程的建模与优化[J]. 机械设计与制造, 2011, (10): 212-214.

l Peng Guo, Wenming Cheng, Min Zhang. Simulation on the Operation Influence by External Factors for Railway Container Logistic Center[C]. Proceedings of International Conference of Logistics Engineering and Management, 2010: 2915-2922. (EI)

l  蔡振宇，张敏，包珊珊. 基于KECA和FWA_SVM的间歇过程分时段故障诊断方法[J]. 计算机应用研究, 2019, 36(05):1409-1414.

l 包珊珊，张敏，蔡振宇.考虑半托盘出库的堆垛机复合作业拣选路径优化研究［J］.工业工程，2019, 22(01): 90-99.（CSCD扩展库录用）

l  蔡振宇，张敏，袁毅. 基于MKECA间歇过程多阶段故障监测方法研究[J]，计算机与应用化学, 2018,35(05): 390-399.

具体的研究领域如下：

（1）复杂工业过程或关键部件的智能故障检测与诊断研究。

（2）复杂生产过程智能质量控制与预测方法研究。

（3）复杂过程质量智能模式识别。