Recent Developments in Model-Based and Data-Driven Methods for Advanced Control and Diagnosis

Didier Theilliol is a professor at Universite de Lorraine, within CRAN. He was a co-leader of CID research group (around 40 permanent researchers) at CRAN. He co-ordinates and leads national, European, and International R&D projects. His current research interests focused on health-aware control framework-based intelligent and classical model-based fault diagnosis method synthesis and active fault-tolerant control system design for linear time invariant, linear parameter varying, multi-linear systems and also reliability analysis. Most of the research activities are focused on distributed control systems and also on multi-agent systems. He has advised 16 Ph.D. students and published over 60 international journals papers/200 international conference papers and a book entitled ' Fault-tolerant Control Systems: Design and Practical Applications' (2009). He is currently an AE of ISA Transactions Journal, Journal of Intelligent and Robotic Systems, and International Journal of Applied Mathematics & Computer Science. He was an associate editor of IEEE Transactions on Reliability (2013-2016) and Unmanned Systems Journal (2012-2017). Didier Theilliol was the general chair and program chair of various international conferences sponsored by IEEE and IFAC (Systol, ICUAS, MED, ACD). He is one of the European Advanced Control and Diagnosis (EACD) and SysTol Association steering committee members. He is currently a member of the IFAC SAFEPROCESS and IFAC MMM TCs.

Józef Korbicz has been a full-rank professor of automatic control at the University of Zielona Góra, Poland, since 1994. In 2019, he was elected an ordinary member of the Polish Academy of Sciences (PAS). His current research interests include fault detection and isolation (FDI), control theory, and computational intelligence. He has published more than 380 scientific publications, authored or co-authored eight books, and co-edited seven books. It was confirmed, e.g., by offering him the prestigious position the IPC chairman of the IFAC Symposium SAFEPROCESS held in Beijing, China (2006), and NOC chairman of the NOC in Warsaw, Poland (2018). Together with Prof. J.M. Kościelny, he founded the so-called Polish SAFEPROCESS conferences on Diagnostics of Processes and Systems, DPS, organized every two years (last the 15th in 2022). He was the program co-chair (2010) of the International Conference on Control and Fault-Tolerant Systems, SysTol (2010), and the IPC chairman of the European Workshop on Advanced Control and Diagnosis, ACD (2009). Now, he is the chairman of the ACD workshop steering committee. He is currently the chair of the Committee on Automatic Control and Robotics of the PAS, a life senior member of the IEEE, and a member of the IFAC SAFEPROCESS TC.

Janusz Kacprzyk is a professor of Computer Science at the Systems Research Institute, Polish Academy of Sciences, WIT - Warsaw School of Information Technology, and Chongqing Three Gorges University, Wanzhou, Chongqing, China, and a professor of Automatic Control at PIAP - Industrial Institute of Automation and Measurements in Warsaw, Poland. He is an honorary foreign professor at the Department of Mathematics, Yli Normal University, Xinjiang, China. He is a full member of the Polish Academy of Sciences, a member of Academia Europaea, European Academy of Sciences and Arts, European Academy of Sciences, a foreign member of the: Bulgarian Academy of Sciences, Spanish Royal Academy of Economic and Financial Sciences (RACEF), Finnish Society of Sciences and Letters, Flemish Royal Academy of Belgium of Sciences and the Arts (KVAB), National Academy of Sciences of Ukraine and Lithuanian Academy of Sciences. He was awarded with six honorary doctorates. He is a fellow of IEEE, IET, IFSA, EurAI, IFIP, AAIA, I2CICC, and SMIA.

His main research interests include the use of modern computation computational and artificial intelligence tools, notably fuzzy logic, in systems science, decision making, optimization, control, data analysis and data mining, with applications in mobile robotics, systems modeling, ICT, etc.

He authored seven books, (co)edited more than 150 volumes, and (co)authored more than 650 papers, including ca. 150 in journals indexed by the WoS. He is listed in 2020 and 2021 "World's 2% Top Scientists" by Stanford University, Elsevier (Scopus), and ScieTech Strategies and published in PLOS Biology Journal.

He is the editor in chief of eight book series at Springer, and of two journals, and is on the editorial boards of ca. 40 journals. He is the president of the Polish Operational and Systems Research Society and the past president of International Fuzzy Systems Association.

Didier Theilliol 是法國洛林大學（Universite de Lorraine）CRAN 的教授。他曾是 CRAN CID 研究小組的共同負責人（約 40 名常駐研究人員）。他協調並領導國內、歐洲及國際的研發專案。他目前的研究興趣集中在基於健康感知控制框架的智能和經典模型的故障診斷方法合成，以及針對線性時不變、線性參數變化、多線性系統的主動容錯控制系統設計和可靠性分析。大多數研究活動集中在分散控制系統和多智能體系統上。他指導了 16 名博士生，並發表了超過 60 篇國際期刊論文、200 篇國際會議論文，以及一本名為《Fault-tolerant Control Systems: Design and Practical Applications》（2009）的書籍。他目前是 ISA Transactions Journal、Journal of Intelligent and Robotic Systems 和 International Journal of Applied Mathematics & Computer Science 的副編輯。他曾擔任 IEEE Transactions on Reliability（2013-2016）和 Unmanned Systems Journal（2012-2017）的副編輯。Didier Theilliol 是多個由 IEEE 和 IFAC 贊助的國際會議的總主席和程序主席（如 Systol、ICUAS、MED、ACD）。他是歐洲先進控制與診斷（EACD）和 SysTol 協會的指導委員會成員，目前也是 IFAC SAFEPROCESS 和 IFAC MMM 技術委員會的成員。

Józef Korbicz 自 1994 年以來一直是波蘭齊隆納古拉大學的自動控制全職教授。2019 年，他被選為波蘭科學院（PAS）的普通會員。他目前的研究興趣包括故障檢測與隔離（FDI）、控制理論和計算智能。他已發表超過 380 篇科學出版物，著作或合著八本書籍，並共同編輯七本書籍。這一成就得到了確認，例如，他被邀請擔任在中國北京舉行的 IFAC 研討會《SAFEPROCESS》的 IPC 主席（2006），以及在波蘭華沙舉行的 NOC 主席（2018）。他與 J.M. Kościelny 教授共同創辦了所謂的《波蘭 SAFEPROCESS》會議，專注於《過程與系統診斷》（Diagnostics of Processes and Systems, DPS），每兩年舉辦一次（最近一次是 2022 年的第 15 屆）。他曾擔任國際會議《控制與容錯系統》（SysTol）的程序共同主席（2010），以及歐洲研討會《先進控制與診斷》（ACD）的 IPC 主席（2009）。目前，他是 ACD 研討會指導委員會的主席。他目前是波蘭科學院自動控制與機器人委員會的主席，IEEE 的終身資深會員，以及 IFAC SAFEPROCESS 技術委員會的成員。

Janusz Kacprzyk 是波蘭科學院系統研究所、華沙資訊科技學校（WIT）和中國重慶三峽大學的計算機科學教授，並且是波蘭華沙的工業自動化與測量研究所（PIAP）的自動控制教授。他是中國新疆伊犁師範大學數學系的榮譽外籍教授。他是波蘭科學院的正式會員，歐洲學院、歐洲科學與藝術學院、歐洲科學學院的成員，以及保加利亞科學院、西班牙皇家經濟與金融科學院（RACEF）、芬蘭科學與文學學會、比利時弗拉芒皇家科學與藝術學院（KVAB）、烏克蘭國家科學院和立陶宛科學院的外籍成員。他獲得了六個榮譽博士學位。他是 IEEE、IET、IFSA、EurAI、IFIP、AAIA、I2CICC 和 SMIA 的會士。

他的主要研究興趣包括現代計算、計算智能和人工智能的應用。