A Methodology for Dependability Evaluation of Smart Grids

Smart grids are a new trend in electric power distribution, which has been guiding the digitization of electric ecosystems. These smart networks are continually being introduced in order to improve the dependability (reliability, availability) and efficiency of power grid systems. However, smart gri...

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Main Authors: Gisliany Alves, Danielle Marques, Ivanovitch Silva, Luiz Affonso Guedes, Maria da Guia da Silva
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/12/9/1817
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spelling doaj-4f23868904e541b4a55ee61bb92902742020-11-25T01:38:20ZengMDPI AGEnergies1996-10732019-05-01129181710.3390/en12091817en12091817A Methodology for Dependability Evaluation of Smart GridsGisliany Alves0Danielle Marques1Ivanovitch Silva2Luiz Affonso Guedes3Maria da Guia da Silva4Department of Computer Engineering and Automation, Federal University of Rio Grande do Norte, Campus Universitário, Lagoa Nova, Natal 59078-900, RN, BrazilDigital Metropolis Institute, Federal University of Rio Grande do Norte, Campus Universitário, Lagoa Nova, Natal 59078-900, RN, BrazilDigital Metropolis Institute, Federal University of Rio Grande do Norte, Campus Universitário, Lagoa Nova, Natal 59078-900, RN, BrazilDepartment of Computer Engineering and Automation, Federal University of Rio Grande do Norte, Campus Universitário, Lagoa Nova, Natal 59078-900, RN, BrazilDepartment of Electrical Engineering, Federal University of Maranhão, Av. dos Portugueses 1966, Vila Bacanga, São Luís 65080-805, MA, BrazilSmart grids are a new trend in electric power distribution, which has been guiding the digitization of electric ecosystems. These smart networks are continually being introduced in order to improve the dependability (reliability, availability) and efficiency of power grid systems. However, smart grids are often complex, composed of heterogeneous components (intelligent automation systems, Information and Communication Technologies (ICT) control systems, power systems, smart metering systems, and others). Additionally, they are organized under a hierarchical topology infrastructure demanded by priority-based services, resulting in a costly modeling and evaluation of their dependability requirements. This work explores smart grid modeling as a graph in order to propose a methodology for dependability evaluation. The methodology is based on Fault Tree formalism, where the <span style="font-variant: small-caps;">top</span> event is generated automatically and encompasses the hierarchical infrastructure, redundant features, load priorities, and failure and repair distribution rates of all components of a smart grid. The methodology is suitable to be applied in early design stages, making possible to evaluate instantaneous and average measurements of reliability and availability, as well as to identify eventual critical regions and components of smart grid. The study of a specific use-case of low-voltage distribution network is used for validation purposes.https://www.mdpi.com/1996-1073/12/9/1817smart gridfault treereliabilityavailabilitydependability
collection DOAJ
language English
format Article
sources DOAJ
author Gisliany Alves
Danielle Marques
Ivanovitch Silva
Luiz Affonso Guedes
Maria da Guia da Silva
spellingShingle Gisliany Alves
Danielle Marques
Ivanovitch Silva
Luiz Affonso Guedes
Maria da Guia da Silva
A Methodology for Dependability Evaluation of Smart Grids
Energies
smart grid
fault tree
reliability
availability
dependability
author_facet Gisliany Alves
Danielle Marques
Ivanovitch Silva
Luiz Affonso Guedes
Maria da Guia da Silva
author_sort Gisliany Alves
title A Methodology for Dependability Evaluation of Smart Grids
title_short A Methodology for Dependability Evaluation of Smart Grids
title_full A Methodology for Dependability Evaluation of Smart Grids
title_fullStr A Methodology for Dependability Evaluation of Smart Grids
title_full_unstemmed A Methodology for Dependability Evaluation of Smart Grids
title_sort methodology for dependability evaluation of smart grids
publisher MDPI AG
series Energies
issn 1996-1073
publishDate 2019-05-01
description Smart grids are a new trend in electric power distribution, which has been guiding the digitization of electric ecosystems. These smart networks are continually being introduced in order to improve the dependability (reliability, availability) and efficiency of power grid systems. However, smart grids are often complex, composed of heterogeneous components (intelligent automation systems, Information and Communication Technologies (ICT) control systems, power systems, smart metering systems, and others). Additionally, they are organized under a hierarchical topology infrastructure demanded by priority-based services, resulting in a costly modeling and evaluation of their dependability requirements. This work explores smart grid modeling as a graph in order to propose a methodology for dependability evaluation. The methodology is based on Fault Tree formalism, where the <span style="font-variant: small-caps;">top</span> event is generated automatically and encompasses the hierarchical infrastructure, redundant features, load priorities, and failure and repair distribution rates of all components of a smart grid. The methodology is suitable to be applied in early design stages, making possible to evaluate instantaneous and average measurements of reliability and availability, as well as to identify eventual critical regions and components of smart grid. The study of a specific use-case of low-voltage distribution network is used for validation purposes.
topic smart grid
fault tree
reliability
availability
dependability
url https://www.mdpi.com/1996-1073/12/9/1817
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