Consensus based overlapping decentralized observer for fault detection and isolation
2010 (English)In: Proceedings of the Mediterranean Electrotechnical Conference - MELECON, 2010, 190-195 p.Conference paper (Refereed)
In this paper a new fault detection and isolation (FDI) observer is proposed in the form of a multi-agent network based on a combination of local optimal stochastic FDI observers and a dynamic consensus strategy. It is shown that the proposed algorithm can generate residuals which provide, under general conditions concerning local models and the network topology, high efficiency, scalability and robustness of the whole estimation scheme. It is demonstrated that the consensus gains can be obtained by minimizing a suitably defined criterion function. A number of examples illustrate the applicability of the proposed methodology in practice.
Place, publisher, year, edition, pages
2010. 190-195 p.
Consensus strategy, Criterion functions, Estimation schemes, Fault detection and isolation, High efficiency, Local model, Local optimal, Multiagent networks, Network topology, Algorithms, Electric network topology, Optimization, Fault detection
Other Electrical Engineering, Electronic Engineering, Information Engineering
IdentifiersURN: urn:nbn:se:kth:diva-28495DOI: 10.1109/MELCON.2010.5476309ScopusID: 2-s2.0-77954306936ISBN: 9781424457953OAI: oai:DiVA.org:kth-28495DiVA: diva2:390429
15th IEEE Mediterranean Electrotechnical Conference, MELECON 2010; Valletta
QC 201101212011-01-212011-01-142011-01-21Bibliographically approved