ZHENGGENG YE
Dr. Zhenggeng Ye
Associate Professor
Department of Industrial Engineering, School of Management,
Zhengzhou University, Zhengzhou, China.
E-mail:yezhenggeng@zzu.edu.cn
Research Interests:
His research interests includes mechanism-based and sensor-based modeling and analysis of manufacturing systems for process monitoring/control, system diagnostics/prognostics, quality improvement, and performance optimization,containing the method of probability theory, statistics, random process, industrial big data analysis, optimization algorithm, and machine learning.
Biography:
Zhenggeng Ye received his Ph.D degree in management science and engineering from Northwestern Polytechnical University(NPU), Xi’an, China in 2021, received his B.E. degree and M.E. degree in mechanical engineering from Henan University of Science and Technology in 2012 and Jilin University in 2015, respectively. He is currently an Associate Professor of Industrial Engineering with the School of Management, Zhengzhou University, China. He was also a visiting scholar at Department of Industrial and Manufacturing Engineering at the Pennsylvania State University from 2019 to 2021. Besides, he was also an assistant engineer at 713 Research Institute of China Shipbuilding Industry Corporation from 2015 to 2018.
Professional Activities:
- Editorial Board Member：Plos One, Mechanical Manufacturing and Automation,
- Youth Editorial Board：Journal of Reliability Science and Engineering（JRSE）,
- Guest Editor: Plos One,
- SRSE Technical Program Committee Members (International Conference on System Reliability and Safety Engineering: SRSE);
- APARM Session Moderator (The Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modelling), QE2MSE Session Moderator (International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering: QE2MSE)；
- IISE (Member)；IEEE Reliability Society (Member)；IEEE Industrial Electronics Society (Member)；IEEE Computational Intelligence Society (Member)；Operations Research Society of China (Member)；Chinese Society of Optimization, Overall Planning and Economic Mathematics（Member）；
- Refree: Reliability Engineering & System Safety, Journal of Clearner Production, Quality Technology & Quantitative Management, Journal of Computing and Information Science in Engineering, Forschung im Ingenieurwesen, Journal of Intellectual Capital.
Teaching
《Applied Statistics 》、《Industrial Design Foundation》。
Foundations
- 基于数据融合的多级制造系统质量与可靠性耦合建模与优化， 国家自然科学基金（青年项目），2023.01-2025.12，主持；
- 质量与可靠性耦合下的制造系统性能分析与优化，郑州大学科研启动项目，2022.01-2023.12，主持；
- 考虑级联失效的复杂制造系统任务可靠性分析与优化，西北工业大学博士论文创新基金，2020.01-2021.12，主持；
- 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），2019.01-2022.12，参与；
- 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），2017.01-2021.12，参与；
- 人员胜任力视角下多模式资源约束型多目标研发项目组合调度优化，陕西省自然科学基础研究计划（面上项目），2021.01 -2021.12，参与。
Publications
Journal Papers：
- Xin Wang, Yongwei Ke, Zhiqiang Cai, Zhenggeng Ye*. Operation Risk Assessment of Flexible Manufacturing Networks Subject to Quality-reliability Coupling. Reliability Engineering & System Safety. 2024, 250, 110282.
- Yongwei Ke, Xin Wang, Zhenggeng Ye*, Shuai Zhang, Zhiqiang Cai. Binary decision diagram-based reliability modeling of phased-mission manufacturing system processing multi-type products. Quality Technology & Quantitative Management. Online.
- Zhenggeng Ye, Zhiqiang Cai, Hui Yang, Shubin Si, Fuli Zhou. Joint optimization of maintenance and quality inspection for manufacturing networks based on deep reinforcement learning. Reliability Engineering & System Safety. 2023, 236, 109290.
- Zhenggeng Ye, Shubin Si, Hui Yang, Zhiqiang Cai, Fuli Zhou. Machine and Feedstock Interdependence Modeling for Manufacturing Networks Performance Analysis [J]. IEEE Transactions on Industrial Informatics. 2022, 18(8): 5067-5076.
- Zhenggeng Ye, Zhiqiang Cai, Shubin Si, Fuli Zhou. Operational Reliability and Quality Loss of Diversely Configurated Manufacturing Cells with Heterogeneous Feedstocks [J]. Proceedings of the Institution of Mechanical Engineers Part O: Journal of Risk and Reliability. 2022;236(6):955-967.
- 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[J]. Reliability Engineering & System Safety, 2021, 207: 107319.
- 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[J]. IEEE Transactions on Industrial Informatics, 2020, 16(10): 6476-6486.
- 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 degradation[J]. Reliability Engineering & System Safety, 2019, 189: 345-356.
- Yongjun Du, Zhenggeng Ye, Pan Zhang, Yaqi Guo, Zhiqiang Cai. Evaluating network importance measures based on the construction spectrum [J]. Advances in Mechanical Engineering, 2019, 11(3): 1687814019830836.
- 叶正梗, 蔡志强, 周福礼. 基于多层次复杂度的工时定额综合研究[J]. 计算机集成制造系统, 2019, 25(3): 556-565.
- 周福礼, 叶正梗. 基于 SIR-HCA 模型的自主品牌汽车企业负面口碑扩散研究[J]. 计算机集成制造系统, 2021, 27 (12), 3669-3681.
- 陈俊杰, 同淑荣, 叶正梗, 张静文, 王曜, 聂亚菲. 资源受限多项目调度问题的两阶段算法[J]. 控制与决策, 2020, 35(8): 2013-2020.
- 周福礼, 王旭, 叶正梗, 林云, 何彦东. 基于系统动力学仿真的国产汽车质量经济性研究[J]. 计算机集成制造系统, 2019, 25(2): 508-519.
- 孔繁森, 叶正梗. 生产作业可操作性评价理论方法框架模型研究[J]. 机械工程学报, 2017, 4: 028.
Conference papers：
-Qian Qian Zhao, Zhenggeng Ye, Il Han Chung, Won Young Yun. Dynamic maintenance optimization of multi-indenture systems [C]. 2024 Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling (APARM).
- Xin wang, Zhiqiang Cai, Zhenggeng Ye. Joint Optimization of Serial System Based on Deep Reinforcement Learning [C]. 13th International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE 2024), 2024.
- Zhenggeng Ye, Yongwei Ke, Xin wang, Zhiqiang Cai. Sensor monitoring driven identification of heterogeneous working conditions for machine tool [C]. 13th International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE 2023), IET, 2023.
- Zhenggeng Ye, Zhiqiang Cai, Fuli Zhou, Pan Zhang. Degradation Analysis of Machine Processing Accuracy for Manufacturing Systems with Effect of Unqualified Products [C]. 2020 Annual Reliability and Maintainability Symposium (RAMS). IEEE, 2020: 1-6.
- Zhenggeng Ye, Zhiqiang Cai, Hui Yang. Reliability Analysis of Manufacturing Machine with Degradation and Low-quality Feedstocks [C]. 2020 Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling (APARM). IEEE, 2020: 1-5.
- Zhenggeng Ye, Jiachao Cui, Fuli Zhou. Man-hour Estimation Model based on Standard Operation Unit for Flexible Manufacturing System [C]. 13th Global Congress on Manufacturing and Management (GCMM). EDP Sciences, 2017, 100: 02017.
Patents：
- 蔡志强; 韩思杰; 王宇航; 司书宾; 张帅; 叶正梗. 基于贝叶斯分类器链的涡轴发动机多目标性能预测方法；2021-02-02, 中国, CN202110140394.0.（授权）
- 叶正梗; 蔡志强; 司书宾; 王鑫; 柯勇伟; 李丁林; 周福礼. 基于深度强化学习的制造网络维修-检测联合优化方法; 2021-07-04, 中国, CN202310333773.0.(公开)
- 叶正梗; 蔡志强; 司书宾; 柯勇伟; 王鑫. 异质工况下机床刀具故障诊断与剩余寿命预测方法; 2023-11-10，中国，CN202310987360.4.(公开)
Presentations：
- 2022年中国统筹法优选法及经济数学学会工业工程分会学术交流暨学会年会, 2022.11，“工况监测驱动下的设备动态可靠性评价方法”.
- IISE Annual Conference & Expo, 2021.05， “Machine Dependence Caused by Low-quality Feedstocks in Manufacturing Networks” .
- The 9th Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling (APARM)， 2020.08， “ Reliability Analysis of Manufacturing Machine with Degradation and Low-quality Feedstocks”.
- The 66th Annual Reliability & Maintainability Symposium (RAMS)，2020.01， “Degradation Analysis of Machine Processing Accuracy for Manufacturing Systems with Effect of Unqualified Products”.
- The 4rd Sino-US Research Conference on Quality, Analytics and Innovations，2019.05，“Competing Failure Modeling for Performance Analysis of Manufacturing Systems”.
- 清华大学主办“ 2018 年全国工业工程博士生学术论坛-暨优秀青年学者学术沙龙”，2018，“ 基于多层次复杂度的工时定额综合研究”.
Honors and Awards:
- 2024年管理科学与工程学会优秀博士学位论文支撑计划（B类）获得者；
- 2024 APARM Best Paper；
- 2023年度郑州大学创新创业先进工作者；
- 2023年中国专业学位案例中心收录案例：“数”“智”助推制造业转型升级——格力电器（郑州）的数字化工厂变革之路（第一完成人）；
- 2023年度第十六届挑战杯河南省大学生课外学术作品优秀指导教师：基于深度学习的加工中心刀具磨损量预测及其工业应用（河南省一等奖）；
- 2021年度河南省高校哲学社会科学优秀研究成果三等奖（第二完成人）；
- 2021年度西北工业大学优秀毕业生；
- 2017年“中国国防船舶科技报告-二级”（第一完成人）。
Personal Pages：
https://www.researchgate.net/profile/Zhenggeng-Ye
https://orcid.org/my-orcid?orcid=0000-0002-0636-9701
http://www7.zzu.edu.cn/glxy/info/1501/5176.htm