主題:Artificial Intelligence for the Safety of Critical Systems
主講:Enrico Zio
講座時間:7月3日14:30
講座地點:品學樓B202
主講人簡介:
Enrico Zio is currently full professor at the Centre for research on Risk and Crises (CRC) of Ecole de Mines, ParisTech, PSL University, France, full professor and President of the Alumni Association at Politecnico di Milano, Italy, distinguished guest professor at Tsinghua University, Beijing, China, adjunct professor at City University of Hong Kong, Beihang University and Wuhan University, China and Co-Director of the Center for Reliability and Safety of Critical Infrastructures (CRESCI) and the sino-french laboratory of Risk Science and Engineering (RISE), at Beihang University, Beijing, China. He is member and vice-president of the Board of Directors of Fondazione Politecnico di Milano.
His research focuses on the modeling of the failure-repair-maintenance behavior of components and complex systems, for the analysis of their reliability, maintainability, prognostics, safety, vulnerability, resilience and security characteristics, and on the development and use of Monte Carlo simulation methods, artificial intelligence techniques and optimization heuristics. He is author and co-author of seven books and more than 500 papers on international journals, Chairman and Co-Chairman of several international Conferences, associate editor of several international journals and referee of more than 20.
講座內容簡介:
本講座將探討人工智能在風險評估的框架、維護實踐、關鍵系統等方面的貢獻。
本講座將說明人工智能用于構建系統響應的替代模型並將其集成到計算和條件知情的風險評估中,介紹人工智能作爲基于狀態和預測性維護的推動者的作用,通過案例分析人工智能在工業關鍵系統中的重要作用。