Published November 5, 2014 | Version v1
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Distributed Sensor Fault Diagnosis for a Network of Interconnected Cyber-Physical Systems

Description

This paper proposes a distributed methodology for detecting and isolating multiple sensor faults in interconnected cyberphysical systems. The distributed sensor fault detection and isolation process is conducted in the cybersuperstratum, in two levels. The first-level diagnosis is based on the design of monitoring agents, where every agent is dedicated to a corresponding interconnected subsystem. The monitoring agent is designed to isolate multiple sensor faults occurring in the sensor set of the physical part, while it is allowed to exchange information with its neighboring monitoring agents. The second-level diagnosis is realized by applying a global decision logic designed to isolate multiple sensor faults that may propagate in the cybersuperstratum through the exchange of information between monitoring agents. The decision-making process, executed in both levels of diagnosis, relies on a multiple sensor fault combinatorial logic and diagnostic reasoning. The performance of the proposed methodology is analyzed with respect to the sensor fault propagation effects and the distributed sensor fault detectability.

Notes

© 2015 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, in-cluding reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to serv-ers or lists, or reuse of any copyrighted component of this work in other works. V. Reppa, M. M. Polycarpou and C. G. Panayiotou, "Distributed Sensor Fault Diagnosis for a Network of Interconnected Cyberphysical Systems," in IEEE Transactions on Control of Network Systems, vol. 2, no. 1, pp. 11-23, March 2015. doi: 10.1109/TCNS.2014.2367362

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Funding

European Commission
FUTURISM - Multiple sensor fault tolerant control for management of interconnected, nonlinear systems 626891
European Commission
FAULT-ADAPTIVE - Fault-Adaptive Monitoring and Control of Complex Distributed Dynamical Systems 291508