张敏

硕士生导师

个人信息Personal Information


教师英文名称:Min Zhang

学历:博士研究生毕业

学位:工学博士学位

办公地点:Room 0612B, Zonghe Building, Jinli Campus

毕业院校:西南交通大学

学科:机械设计及理论. 机械工程

所在单位:机械工程学院

报考该导师研究生的方式

欢迎你报考张敏老师的研究生,报考有以下方式:

1、参加西南交通大学暑期夏令营活动,提交导师意向时,选择张敏老师,你的所有申请信息将发送给张敏老师,老师看到后将和你取得联系,点击此处参加夏令营活动

2、如果你能获得所在学校的推免生资格,欢迎通过推免方式申请张敏老师研究生,可以通过系统的推免生预报名系统提交申请,并选择意向导师为张敏老师,老师看到信息后将和你取得联系,点击此处推免生预报名

3、参加全国硕士研究生统一招生考试报考张敏老师招收的专业和方向,进入复试后提交导师意向时选择张敏老师。

4、如果你有兴趣攻读张敏老师博士研究生,可以通过申请考核或者统一招考等方式报考该导师博士研究生。

点击关闭

论文成果

当前位置: 中文主页 >> 科学研究 >> 论文成果

2023

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) 

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) 

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)

张敏, 袁毅, 李贤均. 基于KECAMBA-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

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, 7.802. (中科院Top期刊) (Q1, 7.802)

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). 

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)

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)

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].学学报,2022, 42(6): 1226-1236.

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.

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

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

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.

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

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

  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

 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

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

 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

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

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

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

蔡振宇,张敏,包珊珊. EEMD_HITLBO_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

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)

 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】

 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]

 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)

 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)

Min ZhangZhenyu 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)

 Min ZhangMichael 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: 000337675000011EI: 20141817639978)

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)

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)

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. (EI20174704441412)

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) 2008~2013年度四川省机械工程学会优秀科技论文奖】

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 )

张敏,蔡振宇,包珊珊基于EEMD_HilbertFWA-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)

  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)

 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)

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)

 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)

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)

 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”.)

 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. (EI20174704441412)

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)

  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.

   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)

黄园园*吴晓张敏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.

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)

 蔡振宇,张敏,包珊珊基于KECAFWA_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.

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)

 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.