Special Session IV

Weakness Analysis for Complex Systems by Advanced AI Technology
基于人工智能的复杂系统弱环节分析

Complex systems have the following features including large scale, complex topology, high operation cost. The failure of complex systems may bring immeasurable economic losses. With the progress of artificial intelligence technology, advanced technologies such as importance measures, entropy theory, and health indicators can improve the accuracy and effectiveness of weakness identification. This session focuses on new techniques and methods for weak link identification in complex systems and provides a platform for the exchange of the latest research progress and findings.

复杂系统具有规模大、拓扑结构复杂、运行成本高等特点,一旦失效将带来不可估量的经济损失。随着人工智能技术的不断进步,重要度理论、熵值理论和健康指标等先进技术能提高薄弱环节识别的准确性和有效性。本专题关注于复杂系统薄弱环节识别的新技术和新方法,为最新研究进展和发现提供交流平台。

Topics of interest for submission include, but not limited to

● Weakness analysis 薄弱环节分析
● Importance measures 重要度理论
● Fault diagnosis 故障诊断
● Prognostic health management 故障预测与健康管理
● Artificial intelligence 人工智能
● Entropy theory 熵值理论


Chair: Jiangbin Zhao, Xi’an University of Science and Technology, China

Jiangbin Zhao received his Ph.D. degree in Mechatronics from Northwestern Polytechnical University, China, in 2020. He is currently a Lecture in the Department of Intelligent Manufacturing Engineering, at Xi’an University of Science and Technology. His research interests include importance measurement theory, intelligent operation and maintenance for coal equipment. (E-Mail: zhaojiangbin@xust.edu.cn)
赵江滨,博士、讲师、硕士生导师,现任西安科技大学机械工程学院智能制造工程系专任教师。主要从事重要度理论、复杂系统可靠性优化、复杂系统智能运维等教学与科研工作。主持国家自然科学基金青年项目1项,博士后基金面上项目1项,参与国家重点研发计划“工业软件”重点专项子课题1项。发表SCI学术论文20余篇,担任Reliability Engineering & System Safety、Computers & Industrial Engineering、International Journal of Production Research等期刊审稿人。

Chair: Yongjun Du, Lanzhou University of Technology, China

Yongjun Du received his Ph.D. degree in Industrial Engineering from Northwestern Polytechnical University, China, in 2020. He is currently an Associate Professor in the Department of Management Science and Engineering, at Lanzhou University of Technology. His research interests include network reliability and importance analysis. (E-Mail: yjdu@lut.edu.cn)
杜永军,博士、副教授、硕士生导师,现任兰州理工大学经济管理学院管理科学与工程系教师,博士毕业于西北工业大学工业工程系,主要从事复杂系统可靠性计算及优化等研究工作,主要文章发表于《IEEE Transactions on Reliability》、《Reliability Engineering and System Safety》、《运筹与管理》和《控制与决策》等国内外知名期刊。目前,在研主持国家自然科学基金项目1项。

Chair: Zhiqiang Cai, Northwestern Polytechnical University, China

Zhiqiang Cai received his Ph.D. degree in Management Science and Engineering from Northwestern Polytechnical University, China, in 2010. He is currently a professor in the Department of Industrial Engineering, at Northwestern Polytechnical University. His research interests include reliability optimization, prognostics and health management. (E-Mail: caizhiqiang@nwpu.edu.cn)
蔡志强,博士、教授、博士生导师,现任西北工业大学工业工程系主任、专业负责人。主要从事复杂装备可靠性建模、分析及优化理论研究。先后主持国家自然科学基金项目4项、陕西省杰出青年科学基金1项、陕西省重点研发项目1项,近五年在TII、RESS、ITR等国内外学术期刊上发表学术论文40余篇,授权国家发明专利8项。先后获得陕西高等学校科学技术研究优秀成果奖一等奖1项、IEEE PHM国际会议最佳论文奖1项、IEEE IEEM国际会议杰出论文奖1项、QR2MSE国际会议最佳论文奖2项。


 Submission Portal

If you are interested in the special session, please submit your paper or abstract here
https://www.zmeeting.org/submission/srse2023 and choose special session 4.

For any questions, please mail the organizers or conference secretary srse@sciei.org.

 

 

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