The protection of a microgrid containing inverter-based distributed generators (IBDGs) presents several problems if traditional techniques which rely on the current (fuses and overcurrent relays) are used. A possible solution to these problems is the use of a new type of the relay which takes advantage of the enhanced processing techniques and communication infrastructure, both of which are recently becoming available for power networks application. This paper proposes a new communication-based protection scheme for isolated microgrids where a data mining approach is used to identify the relay settings and parameters. A feature selection technique is implemented to help identify the most relevant electrical features required for the fault detection and to establish the best communication strategy to use between relays. The proposed approach is tested using a MATLAB simulation of a facility scale isolated microgrid embedded with IBDGs. The results show that a differential protection scheme that relies on symmetrical components is the most effective strategy for protecting microgrids with IBDGs.
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South China Univ Technol, Sch Elect Power Engn, Guangzhou 510641, Peoples R ChinaSouth China Univ Technol, Sch Elect Power Engn, Guangzhou 510641, Peoples R China
Li, Haifeng
Deng, Chengjiang
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South China Univ Technol, Sch Elect Power Engn, Guangzhou 510641, Peoples R ChinaSouth China Univ Technol, Sch Elect Power Engn, Guangzhou 510641, Peoples R China
Deng, Chengjiang
Zhang, Zhenggang
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South China Univ Technol, Sch Elect Power Engn, Guangzhou 510641, Peoples R ChinaSouth China Univ Technol, Sch Elect Power Engn, Guangzhou 510641, Peoples R China
Zhang, Zhenggang
Liang, Yuansheng
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South China Univ Technol, Sch Elect Power Engn, Guangzhou 510641, Peoples R ChinaSouth China Univ Technol, Sch Elect Power Engn, Guangzhou 510641, Peoples R China
Liang, Yuansheng
Wang, Gang
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South China Univ Technol, Sch Elect Power Engn, Guangzhou 510641, Peoples R ChinaSouth China Univ Technol, Sch Elect Power Engn, Guangzhou 510641, Peoples R China
机构:
Khalifa Univ Sci & Technol, Adv Power & Energy Ctr, Abu Dhabi 127788, U Arab Emirates
Helwn Univ, Dept Elect Power & Machines Engn, Cairo 11795, EgyptKhalifa Univ Sci & Technol, Adv Power & Energy Ctr, Abu Dhabi 127788, U Arab Emirates
Abdelemam, Ahmed M.
Zeineldin, Hatem
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Khalifa Univ Sci & Technol, Adv Power & Energy Ctr, Abu Dhabi 127788, U Arab Emirates
Cairo Univ, Elect Power Engn Dept, Giza 12613, EgyptKhalifa Univ Sci & Technol, Adv Power & Energy Ctr, Abu Dhabi 127788, U Arab Emirates
Zeineldin, Hatem
Al-Durra, Ahmed
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Khalifa Univ Sci & Technol, Adv Power & Energy Ctr, Abu Dhabi 127788, U Arab EmiratesKhalifa Univ Sci & Technol, Adv Power & Energy Ctr, Abu Dhabi 127788, U Arab Emirates
Al-Durra, Ahmed
El-Saadany, Ehab F.
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Khalifa Univ Sci & Technol, Adv Power & Energy Ctr, Abu Dhabi 127788, U Arab Emirates
Univ Waterloo, Waterloo, ON N2L 3G1, CanadaKhalifa Univ Sci & Technol, Adv Power & Energy Ctr, Abu Dhabi 127788, U Arab Emirates
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Cairo Univ, Elect Power Engn Dept, Giza, EgyptCairo Univ, Elect Power Engn Dept, Giza, Egypt
Saber, A.
Zeineldin, H. H.
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Cairo Univ, Elect Power Engn Dept, Giza, Egypt
Khalifa Univ, Adv Power & Energy Ctr, Elect Engn & Comp Sci Dept, Abu Dhabi, U Arab EmiratesCairo Univ, Elect Power Engn Dept, Giza, Egypt
Zeineldin, H. H.
EL-Fouly, Tarek H. M.
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Khalifa Univ, Adv Power & Energy Ctr, Elect Engn & Comp Sci Dept, Abu Dhabi, U Arab EmiratesCairo Univ, Elect Power Engn Dept, Giza, Egypt
EL-Fouly, Tarek H. M.
Al-Durra, Ahmed
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Khalifa Univ, Adv Power & Energy Ctr, Elect Engn & Comp Sci Dept, Abu Dhabi, U Arab EmiratesCairo Univ, Elect Power Engn Dept, Giza, Egypt