美国密歇根理工大学Shiyan Hu教授学术讲座

时间:20173914:00

地点:教研楼2楼会议室

主持人:赵梦莹

 

Title: Smart Energy Cyber-PhysicalSystems: Big Data Analytics and Cyber Security

 

Abstract: A smart energy cyber-physical system is characterized bythe interactions among the sensing devices and the physical energy system. Bigdata analytics techniques can be leveraged to improve the situational awarenessof the energy system. Major challenges include how to decide whether the sensordata are accurate and trustworthy as well as how to assess the system stateeven if those data contain uncertainties. In this talk, I will describe asystematic framework, which is based on partially observable Markov decisionprocess, orthogonal matching pursuit, and empirical mode decomposition, todetect anomaly energy usage behavior through analyzing the massive smart meterdata in a community. I will also discuss how this framework can be used fordetecting smart grid cyber attacks such as energy theft. I will conclude thetalk with some of the ongoing research in this topic.

 

Bio: Professor Shiyan Hu is the Director ofCenter for Cyber-Physical Systems at Michigan Tech., and he also held VisitingProfessorship at Stanford University from 2015 to 2016. His research interestsinclude Smart Energy Cyber-Physical Systems and Cyber Security where he haspublished more than 100 refereed papers.

Prof. Hu is an ACM DistinguishedSpeaker, an IEEE Systems Council Distinguished Lecturer, an IEEE ComputerSociety Distinguished Visitor, an invited participant for U.S. National Academyof Engineering Frontiers of Engineering Symposium, a recipient of ACM SIGDARichard Newton DAC Scholarship, and a recipient of National Science Foundation(NSF) CAREER Award. His research was highlighted as a Keynote Paper in IEEETransactions on Computer-Aided Design and as the Front Cover in IEEETransactions on Nanobioscience.

Prof. Hu is the Chair for IEEE TechnicalCommittee on Cyber-Physical Systems. He is the Editor-In-Chief of IETCyber-Physical Systems: Theory & Applications. He is an Associate Editorfor IEEE Transactions on Computer-Aided Design, IEEE Transactions on IndustrialInformatics, and IEEE Transactions on Circuits and Systems. He is also a GuestEditor for 7 IEEE/ACM Transactions such as IEEE Transactions on Computers andIEEE Transactions on Big Data. He has held chair positions in various IEEE/ACMconferences. He is a Fellow of IET.