教师主页移动版

个人经历 Personal experience 工作经历 教育经历 2020年-今，西北工业大学，机电学院，工业工程系，系主任2018年-2019年，美国西北大学，凯洛格管理学院，访问学者，合作导师：王大顺2017年-今，西北工业大学，机电学院，教授 ，博士生导师2012年-2017年，西北工业大学，机电学院，副教授，硕士生导师2010年-2012年，西北工业大学，机电学院，讲师 2005年-2010年，西北工业大学，机电学院 管理科学与工程专业，博士研究生学历/博士学位，导师：孙树栋2007年-2008年，法国巴黎中央理工大学，工业工程实验室，工业工程专业，联合培养博士研究生学历，导师：Bernard Yannou 2003年-2006年，西北工业大学，机电学院 管理科学与工程专业，硕士研究生学历/硕士学位，导师：孙树栋1999年-2003年，西北工业大学，民航工程学院 飞行器设计与工程专业，本科生学历/学士学位

教育教学

教育教学 Education and teaching 招生信息 每年硕士招生名额3-4人招生专业：机械电子工程学术硕士，工业工程学术硕士，管理科学与工程学术硕士，智能制造专业硕士每年博士招生名额1-2人招生专业：机械工程、管理科学与工程

荣誉获奖

荣誉获奖 Awards Information 2022年，陕西省杰青2022年，IEEE PHM国际会议最佳论文奖2019年，IEEE IEEM国际会议杰出论文奖2019年，QR2MSE国际会议最佳论文奖2017年，西北工业大学优秀青年教师（吴亚军奖） 2016年，中国机械工程学会先进工作者2015年，QR2MSE国际会议最佳论文奖2013年，西北工业大学奖教金2011年，西北工业大学北京精雕奖教金2007年，中法博士生学院奖学金

科学研究

科学研究 Scientific Research 主持科研项目(1) 基于信息融合的旋转机械健康状态检测与剩余寿命预测，国家自然科学基金（面上项目），2023.1-2026.12(2) 航空发动机健康状态检测与剩余寿命预测管理研究，陕西省杰出青年科学基金，2023.1-2025.12(3) 基于弹性指标的可重构系统性能分析及优化，国家自然科学基金（面上项目），2019.1-2022.12(4) 面向任务成功性的可修系统重要度分析及优化，国家自然科学基金（面上项目），2015.1-2018.12(5) 复杂装备故障推理贝叶斯网络模型研究，国家自然科学基金（青年项目），2012.1-2014.12参与科研项目(1) 数据驱动的航空发动机装配管理优化与运维机制，国家自然科学基金（重点项目），2023.1-2027.12(2) 系统可靠性建模与分析的理论与方法研究 ，国家自然科学基金（重点项目），2017.1-2021.12(3) 不确定环境下多态复杂系统重要度分析方法研究，国家自然科学基金（面上项目），2013.1-2016.12

学术成果

学术成果 Academic Achievements [1]Chenyang Ma, Qiyu Wang, Zhiqiang Cai, Shubin Si, Jiangbin Zhao. Component reassignment for reliability optimization of reconfigurable systems considering component degradation. Reliability Engineering & System Safety, 2021, 215: 107867.[2]Xueyu Meng, Zhiqiang Cai, Shubin Si, Dongli Duan. Analysis of epidemic vaccination strategies on heterogeneous networks: Based on SEIRV model and evolutionary game. Applied Mathematics and Computation, 2021, 403: 126172.[3]Zhenggeng Ye, Hui Yang, Zhiqiang Cai, Shubin Si, Fuli Zhou. Performance evaluation of serial-parallel manufacturing systems based on the impact of heterogeneous feedstocks on machine degradation. Reliability Engineering and System Safety, 2021, 207: 107319.[4]Yongjie Zhang , Kang Cao , Zheng Yang , Ke Liang, Zhiqiang Cai. Risk and Economic Evaluation of Aircraft Program Based on Monte Carlo Simulation. Journal of Aircraft, 2021, 1-9.[5]Yongjun Du, Shubin Si, Zhiqiang Cai, Tongdan Jin. Bayesian Importance Measures for Network Edges Under Saturated Lagrangian Poisson Failures. IEEE Transactions on Reliability, 2021, 70(1): 110-120.[6]Yongjie Zhang, Kang Cao, Zhiqiang Cai, Xinwen Wang, Wei Jin. Intelligent Matching Assembly: System Design Based on Reuse of Ultra-Difference Parts. International Journal of Precision Engineering and Manufacturing, 2021, 22(7): 1205-1220.[7]Zhenggeng Ye, Zhiqiang Cai, Shubin Si, Shuai Zhang, Hui yang. Competing Failure Modeling for Performance Analysis of Automated Manufacturing Systems With Serial Structures and Imperfect Quality Inspection. IEEE Transactions on Industrial Informatics, 2020, 16(10): 6476-6486.[8]Dong Lv, Shubin Si, Zhiqiang Cai, Liyang Xie. Computational method for importance measure of the k-out-of-n system based on stress-strength interference. Journal of Risk and Reliability, 2020, 234(1): 27-40.[9]Chenyang Ma, Wei Wang, Zhiqiang Cai, Jiangbin Zhao. Maintenance optimization of reconfigurable systems based on multi-objective Birnbaum importance. Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability, 2020, 1748006X2090198.[10]Jiangbin Zhao, Shubin Si, Zhiqiang Cai, Peng Guo, Wenjin Zhu. Mission success probability optimization for phased-mission systems with repairable component modules. Reliability Engineering & System Safety, 2020, 195: 106750.[11]Jiangbin Zhao, Zhiqiang Cai, Weitao Si, Shuai Zhang. Mission success evaluation of repairable phased-mission systems with spare parts. Computers & Industrial Engineering, 2019, 132(6):248-259.[12]Zhenggeng Ye, Zhiqiang Cai, Fuli Zhou, Jiangbin Zhao, Pan Zhang. Reliability analysis for series manufacturing system with imperfect inspection considering the interaction between quality and degradatio. Reliability Engineering and System Safety, 2019, 189(9):345-356.[13]Jiangbin Zhao, Shubin Si, Zhiqiang Cai, Ming Su, Wei Wang. Multiobjective optimization of reliability-redundancy allocation problems for serial parallel-series systems based on importance measure. Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability, 2019, 233(5): 881-897.[14]Shubin Si, Mingli Liu, Zhongyu Jiang, Zhiqiang Cai. System Reliability Allocation and Optimization Based on Generalized Birnbaum Importance Measure. IEEE Transactions on Reliability, 2019,68(3): 831-843.[15]Yongjun Du, Zhenggeng Ye, Pan Zhang, Yaqi Guo, Zhiqiang Cai. Evaluating network importance measures based on the construction spectrum. Advances in Mechanical Engineering, 2019, 11(3): 1687814019830836.[16]Jiangbin Zhao, Shubin Si, Zhiqiang Cai. A multi-objective reliability optimization for reconfigurable systems considering components degradation. Reliability Engineering & System Safety, 2019, 183: 104-115.[17]Zhiqiang Cai, Shubin Si, Yan Liu, Jiangbin Zhao. Maintenance Optimization of Continuous State Systems Based on Performance Improvement. IEEE Transactions on Reliability, 2018, 67(2): 651-665.[18]Zhiqiang Cai, Peng Guo, Shubin Si, Zhimin Geng, Chen Chen, Longlong Cong. Analysis of prognostic factors for survival after surgery for gallbladder cancer based on a Bayesian network. Scientific Reports, 2017, 7(1): 293.[19]Longlong Cong, Zhiqiang Cai, Peng Guo, Chen Chen, Dechun Liu, Wenzhi Li, Lin Wang, Yaling Zhao, Shubin Si, Zhimin Geng. Decision of surgical approach for advanced gallbladder adenocarcinoma based on a Bayesian network. Journal of Surgical Oncology, 2017, 116(8): 1123-1131.[20]Jiangbin Zhao, Peiyong Hou, Zhiqiang Cai, Yang Li, Peng Guo. Research of mission success importance for a multi-state repairable k-out-of-n system. Advances in Mechanical Engineering, 2017, 10(2): 1687814018762208.[21]Lijun Shang, Zhiqiang Cai. Optimal replacement policy of products with repair-cost threshold after the extended warranty. Journal of Systems Engineering and Electronics, 2017, 28(4): 725-731.[22]Zhiqiang Cai, Shubin Si, Shudong Sun, Caitao Li. Optimization of linear consecutive-k-out-of-n system with a Birnbaum importance-based genetic algorithm. Reliability Engineering and System Safety, 2016, 152: 248-258.[23]Lijun Shang, Shubin Si, Zhiqiang Cai. Optimal maintenance–replacement policy of products with competing failures after expiry of the warranty. Computers & Industrial Engineering, 2016, 98: 68-77.[24]Zhiqiang Cai, Shudong Sun, Shubin Si, Hongyan Dui. Learning Bayesian network structure with immune algorithm. Journal of Systems Engineering and Electronics, 2015, 26(2): 282-291.[25]Zhiqiang Cai, Shubin Si, Chen Chen, Yaling Zhao, Yongyi Ma, Lin Wang, Zhimin Geng. Analysis of prognostic factors for survival after hepatectomy for hepatocellular carcinoma Based on a Bayesian network. PLOS ONE, 2015, 10(3): e0120805.[26]Xibin Zhao, Shubin Si, Hongyan Dui, Zhiqiang Cai, Junbo Wang, Xiaoyu Song. Compositional performance evaluation with importance measures. Communications in Statistics-Theory and Methods, 2015, 44(24): 5240-5253.[27]Zhiqiang Cai, Weitao Si, Shubin Si, Shudong Sun. Modeling of failure prediction Bayesian network with divide-and-conquer principle. Mathematical Problems in Engineering, 2014, vol. 2014, Article ID 210714, 8 pages.[28]Hongyan Dui, Shubin Si, Lirong Cui, Zhiqiang Cai, Shudong Sun. Component importance for multi-state system lifetimes with renewal functions. IEEE Transactions on Reliability, 2014, 63(1):105-117.[29]Ning Wang, Shudong Sun, Zhiqiang Cai, Shuai Zhang and Can Saygin. A hidden semi-Markov model with duration-dependent state transition probabilities for prognostics. Mathematical Problems in Engineering, 2014, vol. 2014, Article ID 632702, 10 pages.[30]Shumin Li, Shubin Si, Hongyan Dui, Zhiqiang Cai, Shudong Sun. A novel decision diagrams extension Method. Reliability Engineering and System Safety, 2014, 126: 107-115.[31]Hongyan Dui, Shubin Si, Zhiqiang Cai, Shudong Sun, Yingfeng Zhang. On the use of importance measure for multi-state repairable k-out-of-n: G systems. Communications in Statistics-Theory and Methods, 2014, 43(13): 2766-2781.[32]Zhiqiang Cai, Shubin Si, Hongyan Dui, Shudong Sun. Relationship and changing analysis of Birnbaum importance for different components with Bayesian networks. Quality Technology & Quantitative Management, 2013, 10(2): 203-219.[33]Xibin Zhao, Shubin Si, Hongyan Dui, Zhiqiang Cai, Shudong Sun. The integrated importance measure for multi-state coherent systems of k level. Journal of Systems Engineering and Electronics, 2013, 24(6): 768-774.[34] Hongyan Dui, Shubin Si, Shudong Sun, Zhiqiang Cai. Gradient computations and geometrical meaning of importance measures. Quality Technology & Quantitative Management, 2013, 10(3): 305-318.[35]Hongyan Dui, Shubin Si, Zhiqiang Cai, Shudong Sun, Yingfeng Zhang. Importance measure of system reliability upgrade for multi-state consecutive k-out-of-n systems. Journal of System Engineering and Electronics, 2012, 23(6): 936-942.[36]Shubin Si, Hongyan Dui, Zhiqiang Cai, Shudong Sun, Yingfeng Zhang. Joint integrated importance measure for Multi-State Transition Systems. Communications in Statistics - Theory and Methods, 2012, 41(21): 3846-3862.[37]Shubin Si, Hongyan Dui, Zhiqiang Cai, Shudong Sun. The Integrated Importance Measure of Multi-State Coherent Systems for Maintenance Processes. IEEE Transactions on Reliability, 2012, 61(2): 266-273.[38]Zhiqiang Cai, Shudong Sun, Shubin Si, Bernard Yannou. Identifying product failure rate based on a conditional Bayesian network classifier. Expert Systems with Applications, 2011, 38: 5036-5043.[39]Shubin Si, Zhiqiang Cai, Shudong Sun, Shenggui Zhang. Integrated importance measures of multi-state systems under uncertainty. Computers & Industrial Engineering, 2010, 59(4): 921-928.

综合介绍

社会兼职 Social Appointments 陕西省机械工程学会工业工程与管理分会秘书长中国运筹学会可靠性分会常务理事中国优选法统筹法与经济数学研究会工业工程分会常务理事IEEE会员、IEEE Reliability Society会员 国家自然科学基金委项目申请函评评委国家自然科学基金委项目后评估函评评委航空科学基金项目申请函评评委陕西省科技厅、云南省科技厅、河南省科技厅、湖南省科技厅、山东省科技厅、重庆市科技厅等省级科研项目函评评委《IEEE Transactions on Reliability》、《Information Sciences》、《International Journal of Systems Science》、《Computers & Industrial Engineering》、《Engineering Applications of Artificial Intelligence》、《Communications in Statistics - Simulation and Computation》、《Quality Technology and Quantitative Management》、《Journal of Systems Engineering and Electronics》、《系统工程理论与实践》、《北京航空航天大学学报》、《武汉理工大学学报》、《机械科学与技术》、《运筹与管理》等国内外期刊审稿人IEEE International Conference on Industrial Engineering and Engineering Management技术委员会（Technical Program Committee）委员