Abstract
This paper studies the failure diagnosis of discrete-time stochastic systems with linear-time temporal logic (LTL) as correctness requirement—A fault is a violation of the LTL specification. The detection problem is first reduced to stochastic reachability estimation problem for an input-output stochastic hybrid automaton (I/O-SHA) introduced in this paper, based on which the likelihood of no-fault is recursively computed for issuing a detection decision. The performance of the detection scheme is measured in terms of false alarm (FA) and missed detection (MD) rates, and the condition for the existence of a detector to achieve any desired rates of FA and MD is captured in form of Stochastic-Diagnosability. The proposed method of fault detection is illustrated by a practical example.
Sign-in/Register to access full text options 
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Schedule a callDisclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.
