Intelligent Fault Diagnosis and Health Assessment for Complex Electro-Mechanical Systems

Weihua Li, Senior Member, IEEE, received the Ph.D. degree in mechanical engineering from the Huazhong University of Science and Technology, Wuhan, China, in 2003. He is currently a Dean and Professor with the School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China. Prof. Li is now serving as the co-chair of Technical Committee (TC-3) on Condition Monitoring & Fault Diagnosis Instrument, IEEE Instrumentation and Measurement Society (IEEE IM Society). He is the director of the Industrial Intelligence Technology Innovation Center of Pazhou Lab, Guangzhou, and the director of the Joint Laboratory of Intelligent Manufacturing between the SCUT and CIMC. He also serves as a member of the Editorial Board of IEEE Trans. on Instrumentation & Measurement (TIM)、IEEE Sensors Journal、Journal of Dynamics, Monitoring and Diagnostics (JDMD)、IET Collaborative Intelligent Manufacturing、Chinese Journal of Mechanical Engineering (CJME) and Journal of Vibration Engineering (JVE). His research interests include Industrial intelligence, Industrial Big Data, Digital Twins, Intelligent Maintenance & Health Management and Environment Perception & Path Planning for Intelligent Connected Vehicles. He is the PI (principal investigator) of nearly 20 projects which are funded by National Natural Science Foundation of China, National Key Research and Development Program of China, Key Research and Development Program of Guangdong Province, University-Industry Cooperation, etc. Prof. Li has published over 110 papers in related journals, including IEEE Trans. on Industrial Informatics、Instrumentation & Measurement、Sensor Journal、IEEE/ASME Mechatronics, Renewable Energy, Mechanical System & Signal Processing, Journal of Mechanical Engineering, etc. In addition, he has published 5 books and issued more than 20 Chinese invention patents.

Xiaoli Zhang received the Ph.D. degree in mechanical engineering from the Xi'an Jiaotong University, Xi'an, China, in 2011. She is currently the associate professor with the School of Construction Machinery, Chang'an University, Xi'an, China. Her research interests include machinery intelligent maintenance and condition monitoring, reliability analysis. Dr. Zhang is the member of Fault Diagnosis Committee of Chinese Society of Vibration Engineering. She is the PI of nine projects which are funded by National Natural Science Foundation of China, National Science and Technology Support Program, Young Talents Promotion Program of Shaanxi University Science and Technology Association, etc. Dr. Zhang has published over 30 papers, issued more than 10 Chinese patents, and published 1 book.

Ruqiang Yan received the Ph.D. degree in mechanical engineering from the University of Massachusetts Amherst, Amherst, USA, in 2007. He was a guest researcher at the National Institute of Standards and Technology (NIST) in 2006-2008 and a professor at the Southeast University, China, in 2009-2017. Dr.Yan joined Xi'an Jiaotong University in 2018, and he is an ASME fellow and received Technical Award of the IEEE Instrumentation and Measurement Society in 2019. His research interests include instrumentation design, data analytics, and energy-efficient sensing for condition monitoring and health diagnosis of large-scale, complex, dynamical systems. Prof. Yan is currently an AdCom member of the IEEE Instrumentation and Measurement Society (IMS) and serves as the vice-president (VP) for Membership. He was also the VP for Technical and Standards Activities of the IMS in 2016-2019. Prof. Yan is the region 10 liaison of the IMS and formed the first local IMS chapter (Nanjing/Shanghai/Wuhan Jt. Sections IMS Chapter) in China, to promote instrumentation and measurement related activities. He is a chair of the Technical Committee (TC-7) on Signals and Systems in Measurement and worked as a working group co-chair to develop an IEEE P1451.001 Standard for Signal Treatment Applied to Smart Transducers. Prof. Yan has been serving as the Editor-in-Chief for the IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT since January 2022; His honours and awards include the IEEE Instrumentation and Measurement Society Technical Award in 2019 and the Distinguished Service Award in 2022, and multiple best paper awards. Prof. Yan has published over 180 papers, issued more than 20 Chinese invention patents, and published 3 books.

韋華·李（Weihua Li），IEEE 高級會員，於2003年獲得中國武漢華中科技大學機械工程博士學位。目前擔任廣州南方科技大學機械與汽車工程學院院長及教授。李教授目前擔任IEEE儀器與測量學會（IEEE IM Society）狀態監測與故障診斷儀器技術委員會（TC-3）的共同主席。他是廣州琶洲實驗室工業智能技術創新中心的主任，以及南方科技大學與中國船舶重工集團公司之間智能製造聯合實驗室的主任。此外，他還是《IEEE儀器與測量學報》（IEEE Trans. on Instrumentation & Measurement）、《IEEE傳感器期刊》（IEEE Sensors Journal）、《動力學、監測與診斷期刊》（Journal of Dynamics, Monitoring and Diagnostics）、《IET協作智能製造》（IET Collaborative Intelligent Manufacturing）、《中國機械工程學報》（Chinese Journal of Mechanical Engineering）及《振動工程期刊》（Journal of Vibration Engineering）等期刊的編輯委員會成員。他的研究興趣包括工業智能、工業大數據、數位雙胞胎、智能維護與健康管理，以及智能連接車輛的環境感知與路徑規劃。他是近20個由中國國家自然科學基金、中國國家重點研究與發展計畫、廣東省重點研究與發展計畫、大學與產業合作等資助的項目的主要研究者（PI）。李教授在相關期刊上發表了超過110篇論文，包括《IEEE工業資訊學報》（IEEE Trans. on Industrial Informatics）、《儀器與測量》（Instrumentation & Measurement）、《傳感器期刊》（Sensor Journal）、《IEEE/ASME機電一體化》（IEEE/ASME Mechatronics）、《可再生能源》（Renewable Energy）、《機械系統與信號處理》（Mechanical System & Signal Processing）、《機械工程期刊》（Journal of Mechanical Engineering）等。此外，他還出版了5本書籍並獲得超過20項中國發明專利。

張小莉（Xiaoli Zhang）於2011年獲得中國西安交通大學機械工程博士學位。目前擔任中國西安長安大學建築機械學院的副教授。她的研究興趣包括機械智能維護與狀態監測、可靠性分析。張博士是中國振動工程學會故障診斷委員會的成員。她是九個由中國國家自然科學基金、中國國家科技支援計畫、陝西省科技協會青年人才促進計畫等資助的項目的主要研究者（PI）。張博士已發表超過30篇論文，獲得超過10項中國專利，並出版1本書籍。

嚴如強（Ruqiang Yan）於2007年獲得美國馬薩諸塞州阿默斯特大學機械工程博士學位。他於2006至2008年擔任美國國家標準與技術研究所（NIST）的客座研究員，並於2009至2017年擔任中國東南大學的教授。嚴博士於2018年加入西安交通大學，並於2019年獲得ASME Fellow及IEEE儀器與測量學會技術獎。他的研究興趣包括儀器設計、數據分析，以及用於大型、複雜、動態系統的狀態監測與健康診斷的能源高效感測。嚴教授目前是IEEE儀器與測量學會（IMS）的AdCom成員，並擔任會員副總裁（VP）。他還曾於2016至2019年擔任IMS的技術與標準活動副總裁。嚴教授是IMS的第10區聯絡人，並在中國成立了第一個地方IMS分會（南京/上海/武漢聯合分會），以促進與儀器和測量相關的活動。他是測量中的信號與系統技術委員會（TC-7）的主席，並擔任工作組共同主席，開發IEEE P1451.001標準。