人工智能与自动化学术论坛【2026第11期】：加拿大不列颠哥伦比亚大学学者报告会

报告时间：2026年6月11日（周四）上午9点30分

报告地点：信息楼310学术报告厅

报 告 人：Dr. Ahmad W. Al-Dabbagh，University of British Columbia，Assistant Professor

报告题目：Computational Frameworks for Enhanced Fault Diagnosis and Alarm Management

内容简介：Industrial control systems can provide large datasets with logged/historized process and event data. These include process variable measurements, actuator commands, anomaly-based annunciated alarms, and operator actions captured through human-machine interface terminals. In this seminar, different computational frameworks will be discussed, based on algorithmic solutions that complement industrial control systems/human-machine interface terminals. The solutions extract knowledge from the data for human operators, so they more effectively ensure adequate process operation, for example, for meeting safety and reliability objectives. Moreover, as part of the solutions, different fault diagnosis and alarm management challenges will be discussed, including the critical challenge of alarm floods, where a large number of alarms are annunciated in a short period of time.

报告人简历：Dr. Ahmad W. Al-Dabbagh is an Assistant Professor and a Principal’s Research Chair in Control Systems with the School of Engineering at The University of British Columbia. He held postdoctoral fellowships at Imperial College London, the University of Toronto, and the University of Alberta, and received his PhD degree in Control Systems from the University of Alberta. His research focuses on the design of resilient automation and control systems. He was a recipient of several competitive awards and scholarships, including an ISA Excellence in Education Award, an NSERC Postdoctoral Fellowship, an NSERC Alexander Graham Bell Canada Graduate Scholarship, a Queen Elizabeth II Graduate Scholarship, and a Governor General’s Academic Medal (Gold). Dr. Al-Dabbagh currently serves as a Technical Editor for IEEE/ASME Transactions on Mechatronics, and an Associate Editor for IEEE Transactions on Automation Science and Engineering and IEEE Transactions on Cybernetics. He previously served as a member/Associate Editor of IEEE Control Systems Society Conference Editorial Board for IEEE Conference on Decision and Control and American Control Conference.