Verificação formal aplicada à análise de confiabilidade de sistemas hidráulicos
Autor(a) principal: | |
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Data de Publicação: | 2018 |
Tipo de documento: | Dissertação |
Idioma: | por |
Título da fonte: | Biblioteca Digital de Teses e Dissertações do UNIOESTE |
Texto Completo: | http://tede.unioeste.br/handle/tede/4045 |
Resumo: | Real time systems that have continuous behavior associated with discrete elements are called hybrid systems. Among them, in this master’s research, a hydraulic system has been chosen as an object of study in order to perform the reliability analysis of it through modeling and formal verification. Much as several models for the reliability analysis of complex systems have been proposed in the literature, most of them are not suitable to represent the system when its behavior needs to be expressed by means of continuous variables, like the case of hybrid systems. Generally, simulation and experimental testing are used to analyze systems, and they give only approximate results from a large amount of samples. To eliminate the limitations of these techniques, the formal verification is an effective alternative, since it is characterized by performing a sweep in all possible states of the system automatically, verifying the behavior as a whole. The UPPAAL STRATEGO toolkit for modelling by stochastic hybrid automata and model checking has been used in this work, both classic formal verification and statistical formal verification. A benckmark has been used as object of study. Initially, the system has been modelling and its behavior (physical and controlled) verified through simulation and formal verification (property specification and model checking). The reliability parameters obtained in the statistical analysis of the system failures have been compared with results of literature, presenting a dispersion less than 2.5%, so it can be verify that the methodology used and the models constructed were adequate to analyze the reliability of this system hybrid.In a second step of this work, the probability distribution of failure of the components have been modified, in order to become the system more reliable with real hydraulic systems, and estimate the optimum mean time between maintenance (MTBM) of this system. Thus, it’s possible to conclude that the methodology is adequate to perform the reliability analysis of the hydraulic system, being that model checking is effective to estimate the reliability parameters of the hydraulic system. |
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Kunz, Guilherme de Oliveirahttp://lattes.cnpq.br/8703018604279193Frigo, Jiam PiresBattistella, Sandrohttp://lattes.cnpq.br/5487197769616594Reginatto, Romeuhttp://lattes.cnpq.br/9166033914580991http://lattes.cnpq.br/9844523915249528Bozz, Claudia Beatriz2018-11-30T17:04:04Z2018-07-26BOZZ, Claudia Beatriz. Verificação formal aplicada à análise de confiabilidade de sistemas hidráulicos. 2018. 113 f. Dissertação (Mestrado em Engenharia Elétrica e Computação) - Universidade Estadual do Oeste do Paraná, Foz do Iguaçu, 2018.http://tede.unioeste.br/handle/tede/4045Real time systems that have continuous behavior associated with discrete elements are called hybrid systems. Among them, in this master’s research, a hydraulic system has been chosen as an object of study in order to perform the reliability analysis of it through modeling and formal verification. Much as several models for the reliability analysis of complex systems have been proposed in the literature, most of them are not suitable to represent the system when its behavior needs to be expressed by means of continuous variables, like the case of hybrid systems. Generally, simulation and experimental testing are used to analyze systems, and they give only approximate results from a large amount of samples. To eliminate the limitations of these techniques, the formal verification is an effective alternative, since it is characterized by performing a sweep in all possible states of the system automatically, verifying the behavior as a whole. The UPPAAL STRATEGO toolkit for modelling by stochastic hybrid automata and model checking has been used in this work, both classic formal verification and statistical formal verification. A benckmark has been used as object of study. Initially, the system has been modelling and its behavior (physical and controlled) verified through simulation and formal verification (property specification and model checking). The reliability parameters obtained in the statistical analysis of the system failures have been compared with results of literature, presenting a dispersion less than 2.5%, so it can be verify that the methodology used and the models constructed were adequate to analyze the reliability of this system hybrid.In a second step of this work, the probability distribution of failure of the components have been modified, in order to become the system more reliable with real hydraulic systems, and estimate the optimum mean time between maintenance (MTBM) of this system. Thus, it’s possible to conclude that the methodology is adequate to perform the reliability analysis of the hydraulic system, being that model checking is effective to estimate the reliability parameters of the hydraulic system.Sistemas de tempo real que possuem comportamento contínuo associado com elementos de características discretas são chamados de sistemas híbridos. Dentre estes, nesta pesquisa de mestrado, optou-se pelo emprego de um sistema hidráulico como objeto de estudo a fim de realizar a análise de confiabilidade do mesmo a partir de modelagem e verificação formal. Por mais que diversos modelos para a análise de confiabilidade de sistemas complexos tenham sido propostos na literatura, a maioria não são adequados para representar sistemas em que o comportamento é expresso em variáveis contínuas, como é o caso dos sistemas híbridos. De modo geral, para a análise de sistemas, a simulação e os testes experimentais são comumente utilizados, e geram apenas resultados aproximados a partir de uma grande quantidade de amostras. Para eliminar as limitações destas técnicas, a verificação formal é uma alternativa eficaz, visto que é caracterizada por realizar uma varredura em todos os estados possíveis do sistema de forma automática, verificando o comportamento como um todo do mesmo. Neste trabalho, foi utilizada a ferramenta computacional UPPAAL STRATEGO para a modelagem por autômatos estocásticos híbridos e verificação dos modelos, tanto verificação formal clássica como estatística. Um modelo padrão (benchmark) foi utilizado como objeto de estudo. Inicialmente o sistema foi modelado e seu comportamento (físico e controlado) verificado através da simulação e verificação formal (especificação de propriedades e verificação de modelos). Os parâmetros de confiabilidade obtidos na análise estatística de falha do sistema foram comparados com outros existentes na literatura, apresentado uma dispersão inferior a 2,5%, logo pôde se verificar que a metodologia empregada e os modelos construídos foram adequados para análise de confiabilidade deste sistema hibrido. Em uma segunda etapa do trabalho, foi modificada a distribuição de probabilidade de falha dos componentes, a fim de tornar o sistema mais fidedigno com sistemas hidráulicos reais, e estimar o tempo médio entre manutenções (MTBM – Mean Time Between Maintenance) ideal deste sistema. Portanto, conclui-se que a metodologia empregada foi adequada para realizar a análise de confiabilidade do sistema hidráulico, sendo efetivo levantar os parâmetros de confiabilidade através da verificação de modelos.Submitted by Wagner Junior (wagner.junior@unioeste.br) on 2018-11-30T17:04:04Z No. of bitstreams: 2 Claudia_Beatriz_Bozz_2018.pdf: 4791914 bytes, checksum: 0affba2e984ec7e6beefa83d0c3bdfeb (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5)Made available in DSpace on 2018-11-30T17:04:04Z (GMT). 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dc.title.por.fl_str_mv |
Verificação formal aplicada à análise de confiabilidade de sistemas hidráulicos |
dc.title.alternative.eng.fl_str_mv |
Formal verification applied to reliability analysis of hydraulic systems |
title |
Verificação formal aplicada à análise de confiabilidade de sistemas hidráulicos |
spellingShingle |
Verificação formal aplicada à análise de confiabilidade de sistemas hidráulicos Bozz, Claudia Beatriz Autômatos híbridos Model checking Verificação formal estatística Disponibilidade Manutenção Hybrid automata Model Checking Statistical formal verification Availability Maintenance CIENCIAS EXATAS E DA TERRA::PROBABILIDADE E ESTATISTICA |
title_short |
Verificação formal aplicada à análise de confiabilidade de sistemas hidráulicos |
title_full |
Verificação formal aplicada à análise de confiabilidade de sistemas hidráulicos |
title_fullStr |
Verificação formal aplicada à análise de confiabilidade de sistemas hidráulicos |
title_full_unstemmed |
Verificação formal aplicada à análise de confiabilidade de sistemas hidráulicos |
title_sort |
Verificação formal aplicada à análise de confiabilidade de sistemas hidráulicos |
author |
Bozz, Claudia Beatriz |
author_facet |
Bozz, Claudia Beatriz |
author_role |
author |
dc.contributor.advisor1.fl_str_mv |
Kunz, Guilherme de Oliveira |
dc.contributor.advisor1Lattes.fl_str_mv |
http://lattes.cnpq.br/8703018604279193 |
dc.contributor.referee1.fl_str_mv |
Frigo, Jiam Pires |
dc.contributor.referee2.fl_str_mv |
Battistella, Sandro |
dc.contributor.referee2Lattes.fl_str_mv |
http://lattes.cnpq.br/5487197769616594 |
dc.contributor.referee3.fl_str_mv |
Reginatto, Romeu |
dc.contributor.referee3Lattes.fl_str_mv |
http://lattes.cnpq.br/9166033914580991 |
dc.contributor.authorLattes.fl_str_mv |
http://lattes.cnpq.br/9844523915249528 |
dc.contributor.author.fl_str_mv |
Bozz, Claudia Beatriz |
contributor_str_mv |
Kunz, Guilherme de Oliveira Frigo, Jiam Pires Battistella, Sandro Reginatto, Romeu |
dc.subject.por.fl_str_mv |
Autômatos híbridos Model checking Verificação formal estatística Disponibilidade Manutenção |
topic |
Autômatos híbridos Model checking Verificação formal estatística Disponibilidade Manutenção Hybrid automata Model Checking Statistical formal verification Availability Maintenance CIENCIAS EXATAS E DA TERRA::PROBABILIDADE E ESTATISTICA |
dc.subject.eng.fl_str_mv |
Hybrid automata Model Checking Statistical formal verification Availability Maintenance |
dc.subject.cnpq.fl_str_mv |
CIENCIAS EXATAS E DA TERRA::PROBABILIDADE E ESTATISTICA |
description |
Real time systems that have continuous behavior associated with discrete elements are called hybrid systems. Among them, in this master’s research, a hydraulic system has been chosen as an object of study in order to perform the reliability analysis of it through modeling and formal verification. Much as several models for the reliability analysis of complex systems have been proposed in the literature, most of them are not suitable to represent the system when its behavior needs to be expressed by means of continuous variables, like the case of hybrid systems. Generally, simulation and experimental testing are used to analyze systems, and they give only approximate results from a large amount of samples. To eliminate the limitations of these techniques, the formal verification is an effective alternative, since it is characterized by performing a sweep in all possible states of the system automatically, verifying the behavior as a whole. The UPPAAL STRATEGO toolkit for modelling by stochastic hybrid automata and model checking has been used in this work, both classic formal verification and statistical formal verification. A benckmark has been used as object of study. Initially, the system has been modelling and its behavior (physical and controlled) verified through simulation and formal verification (property specification and model checking). The reliability parameters obtained in the statistical analysis of the system failures have been compared with results of literature, presenting a dispersion less than 2.5%, so it can be verify that the methodology used and the models constructed were adequate to analyze the reliability of this system hybrid.In a second step of this work, the probability distribution of failure of the components have been modified, in order to become the system more reliable with real hydraulic systems, and estimate the optimum mean time between maintenance (MTBM) of this system. Thus, it’s possible to conclude that the methodology is adequate to perform the reliability analysis of the hydraulic system, being that model checking is effective to estimate the reliability parameters of the hydraulic system. |
publishDate |
2018 |
dc.date.accessioned.fl_str_mv |
2018-11-30T17:04:04Z |
dc.date.issued.fl_str_mv |
2018-07-26 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/masterThesis |
format |
masterThesis |
status_str |
publishedVersion |
dc.identifier.citation.fl_str_mv |
BOZZ, Claudia Beatriz. Verificação formal aplicada à análise de confiabilidade de sistemas hidráulicos. 2018. 113 f. Dissertação (Mestrado em Engenharia Elétrica e Computação) - Universidade Estadual do Oeste do Paraná, Foz do Iguaçu, 2018. |
dc.identifier.uri.fl_str_mv |
http://tede.unioeste.br/handle/tede/4045 |
identifier_str_mv |
BOZZ, Claudia Beatriz. Verificação formal aplicada à análise de confiabilidade de sistemas hidráulicos. 2018. 113 f. Dissertação (Mestrado em Engenharia Elétrica e Computação) - Universidade Estadual do Oeste do Paraná, Foz do Iguaçu, 2018. |
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por |
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por |
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600 600 600 |
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http://creativecommons.org/licenses/by-nc-nd/4.0/ info:eu-repo/semantics/openAccess |
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Universidade Estadual do Oeste do Paraná Foz do Iguaçu |
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Programa de Pós-Graduação em Engenharia Elétrica e Computação |
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Brasil |
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Centro de Engenharias e Ciências Exatas |
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Universidade Estadual do Oeste do Paraná Foz do Iguaçu |
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