Fault Detection for Cyber-Physical Systems: Smart Grid case

Detalhes bibliográficos
Autor(a) principal: Silvestre, Daniel
Data de Publicação: 2018
Outros Autores: Hespanha, João, Silvestre, Carlos
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/11144/4276
Resumo: The problem of fault detection and isolation in cyber-physical systems is growing in importance following the trend to have an ubiquitous presence of sensors and actuators with network capabilities in power networks and other areas. In this context, attacks to power systems or other vital components providing basic needs might either present a serious threat or at least cost a lot of resources. In this paper, we tackle the problem of having an intruder corrupting a smart grid in two different scenarios: a centralized detector for a portion of the network and a fully distributed solution that only has limited neighbor information. For both cases, differences in strategies using Set-Valued Observers are discussed and theoretical results regarding a bound on the maximum magnitude of the attacker’s signal are provided. Performance is assessed through simulation, illustrating, in particular, the detection time for various types of faults in IEEE testbed scenarios.
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spelling Fault Detection for Cyber-Physical Systems: Smart Grid casefault detectionisolationcyber-physical systemsThe problem of fault detection and isolation in cyber-physical systems is growing in importance following the trend to have an ubiquitous presence of sensors and actuators with network capabilities in power networks and other areas. In this context, attacks to power systems or other vital components providing basic needs might either present a serious threat or at least cost a lot of resources. In this paper, we tackle the problem of having an intruder corrupting a smart grid in two different scenarios: a centralized detector for a portion of the network and a fully distributed solution that only has limited neighbor information. For both cases, differences in strategies using Set-Valued Observers are discussed and theoretical results regarding a bound on the maximum magnitude of the attacker’s signal are provided. Performance is assessed through simulation, illustrating, in particular, the detection time for various types of faults in IEEE testbed scenarios.IEEE2019-07-17T15:09:45Z2018-07-01T00:00:00Z2018-07info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/11144/4276engSilvestre, DanielHespanha, JoãoSilvestre, Carlosinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-01-11T02:28:30Zoai:repositorio.ual.pt:11144/4276Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T01:35:49.478017Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Fault Detection for Cyber-Physical Systems: Smart Grid case
title Fault Detection for Cyber-Physical Systems: Smart Grid case
spellingShingle Fault Detection for Cyber-Physical Systems: Smart Grid case
Silvestre, Daniel
fault detection
isolation
cyber-physical systems
title_short Fault Detection for Cyber-Physical Systems: Smart Grid case
title_full Fault Detection for Cyber-Physical Systems: Smart Grid case
title_fullStr Fault Detection for Cyber-Physical Systems: Smart Grid case
title_full_unstemmed Fault Detection for Cyber-Physical Systems: Smart Grid case
title_sort Fault Detection for Cyber-Physical Systems: Smart Grid case
author Silvestre, Daniel
author_facet Silvestre, Daniel
Hespanha, João
Silvestre, Carlos
author_role author
author2 Hespanha, João
Silvestre, Carlos
author2_role author
author
dc.contributor.author.fl_str_mv Silvestre, Daniel
Hespanha, João
Silvestre, Carlos
dc.subject.por.fl_str_mv fault detection
isolation
cyber-physical systems
topic fault detection
isolation
cyber-physical systems
description The problem of fault detection and isolation in cyber-physical systems is growing in importance following the trend to have an ubiquitous presence of sensors and actuators with network capabilities in power networks and other areas. In this context, attacks to power systems or other vital components providing basic needs might either present a serious threat or at least cost a lot of resources. In this paper, we tackle the problem of having an intruder corrupting a smart grid in two different scenarios: a centralized detector for a portion of the network and a fully distributed solution that only has limited neighbor information. For both cases, differences in strategies using Set-Valued Observers are discussed and theoretical results regarding a bound on the maximum magnitude of the attacker’s signal are provided. Performance is assessed through simulation, illustrating, in particular, the detection time for various types of faults in IEEE testbed scenarios.
publishDate 2018
dc.date.none.fl_str_mv 2018-07-01T00:00:00Z
2018-07
2019-07-17T15:09:45Z
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url http://hdl.handle.net/11144/4276
dc.language.iso.fl_str_mv eng
language eng
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dc.publisher.none.fl_str_mv IEEE
publisher.none.fl_str_mv IEEE
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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