讲座题目：On the Application of Basic Data-driven Methods and the Data-driven Design of Fault Tolerant Systems

报告人：Prof.  Steven Ding

时 间：7月25日（周一）下午3：30-5：00
地 点：力学楼434会议室
主持人：杨莹

报告内容摘要：
     PCA, PLS and some of their variations are basic data-driven approaches that are widely accepted and applied in practice. The application of these approaches to fault diagnosis will be re-viewed. Motivated by the high acceptance of the data-driven schemes in industry, a framework of the data-driven design of model- and observer-based fault diagnosis and control systems is established, which will be presented.

报告人简介：
     Steven Ding received Ph.D. degree in electrical engineering from the Gerhard-Mercator University of Duisburg, Germany, in 1992. From 1992 to 1994, he was a R&D engineer at Rheinmetall GmbH. From 1995 to 2001, he was a professor of control engineering at the University of Applied Science Lausitz in Senftenberg, Germany, and served as vice president of this university during1998 – 2000. Since 2001, he is a professor of automatic control and the head of the Institute for Automatic Control and Complex Systems (AKS) at the University of Duisburg-Essen, Germany. His research interests are model based fault diagnosis, fault tolerant systems and their application in industry with a focus on automotive systems and process industry.