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An interactive fault detection method for Cyber-Physical System based on System-Theoretic Process Analysis

  • Yun Zha*
  • , Deming Zhong*
  • , Rui Sun
  • *Corresponding author for this work
  • Beihang University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Cyber-Physical System is (CPS) is a system that integrates computing and physical processes. It is considered to be the next computing revolution that will change the way we interact with the world. However, the identification and detection of interactive faults in CPS is a major challenge. To this end, this paper proposes a new fault detection method based on STPA for interactive faults in CPS. The method constructs a control model of the system through PHAVerLite, which constructs continuous physical processes and discrete computing logic into state machines. Then injecting interactive faults into the model, and verifying whether the interactive faults cause hazards through reachability analysis. Finally, the method is applied to a railway crossing control system, and the results show that the method can successfully detect interactive faults in CPS.

Original languageEnglish
Title of host publication2nd International Conference on Mechanical, Electronics, and Electrical and Automation Control, METMS 2022
EditorsYa Liu
PublisherSPIE
ISBN (Electronic)9781510654778
DOIs
StatePublished - 2022
Event2nd International Conference on Mechanical, Electronics, and Electrical and Automation Control, METMS 2022 - Guilin, China
Duration: 7 Jan 20229 Jan 2022

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume12244
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

Conference2nd International Conference on Mechanical, Electronics, and Electrical and Automation Control, METMS 2022
Country/TerritoryChina
CityGuilin
Period7/01/229/01/22

Keywords

  • CPS
  • PHAVerLite
  • STPA
  • interactive fault detection

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