Invited Talk at Muroran Institute of Technology (2024/2/6)
Time: 14: 35 – 16: 05 (JST), February 6, 2024.
Location: V105, Education & Research Building No. 8, Muroran Institute of Technology, 27-1 Mizumoto-cho, Muroran, Hokkaido, 0508585 Japan.
CO-ORGANIZED BY:
IEEE Muroran Institute of Technology Student Branch
IEEE Sapporo Section Young Professionals (YP)
Emerging Networks and Systems Laboratory (ENeS), Muroran Institute of Technology
Topic: Artificial Intelligence Empowered Fault Diagnosis and Predictive Maintenance in Industrial Internet of Things
Speaker: Peng Liu, Professor, Hangzhou Dianzi University, China
Abstract:
The development of industrial Internet of Things technology has made modern industrial processes more and more intelligent, but there are still many problems that need to be solved. For example, how to evaluate and optimize equipment performance with limited resources, and how to monitor equipment usage at a low cost and provide predictive maintenance? The development of artificial intelligence provides us with ideas to solve these problems. This talk will firstly introduces the performance evaluation and optimization for programmable logic controller (PLC); then discuss the predictive maintenance methods of connected devices based on machine learning; finally give the examples of applications in IoT.
Biography:
Peng Liu, Ph.D., doctoral supervisor, Hangdian Qiantang Scholar Professor, Director of Edge Network Intelligence and Advanced Computing (ENIAC) Laboratory, recipient of the Ministry of Education’s Merit-based grant for returned overseas scholars, Selected as Zhejiang Province Overseas high-level talents, Jiangsu Province “SC plan” provincial talents, Suzhou City Gusu leading talents. His research directions include Industrial Internet of Things, edge intelligence, vehicle networking, big data and big model, knowledge expression and computing, machine learning, etc. He is the executive member of both the Internet of Things Committee and the Internet Committee of China Computer Federation. He has been granted the National Natural Science Foundation project, International (regional) Cooperation and Exchange project, Youth project, Natural Science Foundation of Zhejiang Province and other projects. He had won the second prize of Science and Technology Progress of Zhejiang Province, and has published more than 50 papers in international journals or conferences such as JNCA, IEEE TVT, TGCN, IoTJ.
Contact:
Emerging Networks and Systems Laboratory (ENeS)
Email: [email protected]