Intelligent Protection Scheme of Electrical Energy Distribution Systems in the presence of Distributed Generation Sources using Agent-Based Distributed Controller
The ever-increasing of renewable distributed generation sources in distribution networks, as well as increasing network size, have faced agent-based protection schemes with a heavy communicational load. Accordingly, despite the fast and reliable nature of multi-agent systems, they have the possibili...
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| Format: | Article |
| Language: | English |
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University of Isfahan
2023-06-01
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| Series: | هوش محاسباتی در مهندسی برق |
| Subjects: | |
| Online Access: | https://isee.ui.ac.ir/article_27496_1056b70493e0fbcf74d8e91e2d0e4285.pdf |
| _version_ | 1797672413030252544 |
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| author | Majid Rostamnia Bahador Fani Majid Moazzami Mohamad Sadegh Rostamnia |
| author_facet | Majid Rostamnia Bahador Fani Majid Moazzami Mohamad Sadegh Rostamnia |
| author_sort | Majid Rostamnia |
| collection | DOAJ |
| description | The ever-increasing of renewable distributed generation sources in distribution networks, as well as increasing network size, have faced agent-based protection schemes with a heavy communicational load. Accordingly, despite the fast and reliable nature of multi-agent systems, they have the possibility of improper performance, especially in centralized protection systems. This paper presents an intelligent self-healing method that has the ability to replace common multi-agent systems during fault conditions. Therefore, protection tasks are performed in a single control level, without dependence on higher communicational levels, to clear the fault. Decentralized operation of this structure is provided by using intelligent electronic devices and distributed communications. In this way, the proposed scheme is described with high-speed peer-to-peer communication capability using the IEC-61850 GOOSE protocol. Then, a penetration-free algorithm, without the help of a central controller, is provided by using GOOSE message capabilities, to prevent any electricity interruption due to insufficient protection settings. Finally, by planning different scenarios and simulating a practical distribution network via ETAP software, the accuracy of the proposed algorithm has been proven. |
| first_indexed | 2024-03-11T21:29:41Z |
| format | Article |
| id | doaj.art-3aad787d22704c0097f0aaabff897086 |
| institution | Directory Open Access Journal |
| issn | 2821-0689 |
| language | English |
| last_indexed | 2024-03-11T21:29:41Z |
| publishDate | 2023-06-01 |
| publisher | University of Isfahan |
| record_format | Article |
| series | هوش محاسباتی در مهندسی برق |
| spelling | doaj.art-3aad787d22704c0097f0aaabff8970862023-09-27T11:06:49ZengUniversity of Isfahanهوش محاسباتی در مهندسی برق2821-06892023-06-01142799410.22108/isee.2022.135103.158227496Intelligent Protection Scheme of Electrical Energy Distribution Systems in the presence of Distributed Generation Sources using Agent-Based Distributed ControllerMajid Rostamnia0Bahador Fani1Majid Moazzami2Mohamad Sadegh Rostamnia3- Department of Electrical Engineering, Najafabad Branch, Islamic Azad University, Najafabad, Iran - Smart Microgrid Research Center, Najafabad Branch, Islamic Azad University, Najafabad, Iran-Department of Electrical Engineering, Najafabad Branch, Islamic Azad University, Najafabad, Iran -Smart Microgrid Research Center, Najafabad Branch, Islamic Azad University, Najafabad, Iran-Department of Electrical Engineering, Najafabad Branch, Islamic Azad University, Najafabad, Iran -Smart Microgrid Research Center, Najafabad Branch, Islamic Azad University, Najafabad, Iran-Department of Electrical Engineering, Najafabad Branch, Islamic Azad University, Najafabad, Iran -Smart Microgrid Research Center, Najafabad Branch, Islamic Azad University, Najafabad, IranThe ever-increasing of renewable distributed generation sources in distribution networks, as well as increasing network size, have faced agent-based protection schemes with a heavy communicational load. Accordingly, despite the fast and reliable nature of multi-agent systems, they have the possibility of improper performance, especially in centralized protection systems. This paper presents an intelligent self-healing method that has the ability to replace common multi-agent systems during fault conditions. Therefore, protection tasks are performed in a single control level, without dependence on higher communicational levels, to clear the fault. Decentralized operation of this structure is provided by using intelligent electronic devices and distributed communications. In this way, the proposed scheme is described with high-speed peer-to-peer communication capability using the IEC-61850 GOOSE protocol. Then, a penetration-free algorithm, without the help of a central controller, is provided by using GOOSE message capabilities, to prevent any electricity interruption due to insufficient protection settings. Finally, by planning different scenarios and simulating a practical distribution network via ETAP software, the accuracy of the proposed algorithm has been proven.https://isee.ui.ac.ir/article_27496_1056b70493e0fbcf74d8e91e2d0e4285.pdfover current protectionintelligent electronic devicemulti-agent systemiec-61850 |
| spellingShingle | Majid Rostamnia Bahador Fani Majid Moazzami Mohamad Sadegh Rostamnia Intelligent Protection Scheme of Electrical Energy Distribution Systems in the presence of Distributed Generation Sources using Agent-Based Distributed Controller هوش محاسباتی در مهندسی برق over current protection intelligent electronic device multi-agent system iec-61850 |
| title | Intelligent Protection Scheme of Electrical Energy Distribution Systems in the presence of Distributed Generation Sources using Agent-Based Distributed Controller |
| title_full | Intelligent Protection Scheme of Electrical Energy Distribution Systems in the presence of Distributed Generation Sources using Agent-Based Distributed Controller |
| title_fullStr | Intelligent Protection Scheme of Electrical Energy Distribution Systems in the presence of Distributed Generation Sources using Agent-Based Distributed Controller |
| title_full_unstemmed | Intelligent Protection Scheme of Electrical Energy Distribution Systems in the presence of Distributed Generation Sources using Agent-Based Distributed Controller |
| title_short | Intelligent Protection Scheme of Electrical Energy Distribution Systems in the presence of Distributed Generation Sources using Agent-Based Distributed Controller |
| title_sort | intelligent protection scheme of electrical energy distribution systems in the presence of distributed generation sources using agent based distributed controller |
| topic | over current protection intelligent electronic device multi-agent system iec-61850 |
| url | https://isee.ui.ac.ir/article_27496_1056b70493e0fbcf74d8e91e2d0e4285.pdf |
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