Modeling and Verification of a Reliable Multi-Agent Solution Promoting the Autonomy and Self-Sufficiency of Microgrids in an Isolated Location Article Swipe
Moncef Ben Smida
,
Khaoula Miled
,
Mohamed Khalgui
,
Georg Frey
,
Zhiwu Li
·
YOU?
·
· 2019
· Open Access
·
· DOI: https://doi.org/10.1109/access.2019.2907199
YOU?
·
· 2019
· Open Access
·
· DOI: https://doi.org/10.1109/access.2019.2907199
This paper deals with microgrids in an islanded location where only local generator sources are deployed. However, microgrids in isolated mode are susceptible to unplanned meteorological changes. The defy is to improve the autonomy of these microgrids; thus we start first by checking the required availability of power in the microgrid after unexpected hardware conflicts, characterizing the faults in production sources by probabilistic distributions and modeling their occurrences by using a connection of Markov chains and Petri nets. We propose also a new multi-agent control strategy where agents are employed to check the availability of sources and supply power automatically to consumers in accordance with their priorities and power requirements. The whole architecture is modeled by a modeling and verification environment named ZIZO. The simulation and experimental results are based on data collected from a Tunisian petroleum platform. The availability of energy in the microgrid is increased to 99.68%, and it could be corrected up to 100%. Although this strategy can decrease the availability rate for the uncritical loads, it prevents the microgrid from any dangerous situation.
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- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1109/access.2019.2907199
- https://ieeexplore.ieee.org/ielx7/6287639/8600701/08704179.pdf
- OA Status
- gold
- Cited By
- 3
- References
- 97
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W2943790945
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- OpenAlex ID
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https://openalex.org/W2943790945Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1109/access.2019.2907199Digital Object Identifier
- Title
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Modeling and Verification of a Reliable Multi-Agent Solution Promoting the Autonomy and Self-Sufficiency of Microgrids in an Isolated LocationWork title
- Type
-
articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2019Year of publication
- Publication date
-
2019-01-01Full publication date if available
- Authors
-
Moncef Ben Smida, Khaoula Miled, Mohamed Khalgui, Georg Frey, Zhiwu LiList of authors in order
- Landing page
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https://doi.org/10.1109/access.2019.2907199Publisher landing page
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https://ieeexplore.ieee.org/ielx7/6287639/8600701/08704179.pdfDirect link to full text PDF
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YesWhether a free full text is available
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goldOpen access status per OpenAlex
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https://ieeexplore.ieee.org/ielx7/6287639/8600701/08704179.pdfDirect OA link when available
- Concepts
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Microgrid, Computer science, Probabilistic logic, Petri net, Markov chain, Reliability engineering, Distributed computing, Power (physics), Markov process, Generator (circuit theory), Control (management), Engineering, Artificial intelligence, Statistics, Machine learning, Mathematics, Quantum mechanics, PhysicsTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
3Total citation count in OpenAlex
- Citations by year (recent)
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2023: 1, 2022: 1, 2021: 1Per-year citation counts (last 5 years)
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97Number of works referenced by this work
- Related works (count)
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10Other works algorithmically related by OpenAlex
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