Relay Protection and Automation Algorithms of Electrical Networks Based on Simulation and Machine Learning Methods
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- Razavi, Seyed-Ehsan & Rahimi, Ehsan & Javadi, Mohammad Sadegh & Nezhad, Ali Esmaeel & Lotfi, Mohamed & Shafie-khah, Miadreza & Catalão, João P.S., 2019. "Impact of distributed generation on protection and voltage regulation of distribution systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 105(C), pages 157-167.
- Olga Akhmedova & Anatoliy Soshinov & Farit Gazizov & Svetlana Ilyashenko, 2021. "Development of an Intelligent System for Distance Relay Protection with Adaptive Algorithms for Determining the Operation Setpoints," Energies, MDPI, vol. 14(4), pages 1-20, February.
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- Aleksandr Kulikov & Anton Loskutov & Dmitriy Bezdushniy & Ilya Petrov, 2023. "Decision Tree Models and Machine Learning Algorithms in the Fault Recognition on Power Lines with Branches," Energies, MDPI, vol. 16(14), pages 1-19, July.
- Yasar Beyazit Yoldas & Recep Yumurtacı, 2023. "Improvement of Distance Protection with SVM on PV-Fed Transmission Lines in Infeed Conditions," Energies, MDPI, vol. 16(6), pages 1-18, March.
- Ali Vafadar & Maryam A. Hejazi & Hamed Hashemi-Dezaki & Negin Mohagheghi, 2023. "Optimal Protection Coordination of Active Distribution Networks Using Smart Selection of Short Circuit Voltage-Based Relay Characteristics," Energies, MDPI, vol. 16(14), pages 1-18, July.
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Keywords
relay protection and automation (RPA); IEC 61850; machine learning; simulation; RPA algorithm; k-nearest neighbor method; logistic regression method; support vector machine;All these keywords.
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