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Found 7 papers, 0 papers with code
Autoregressive Coefficients based Intelligent Protection of Transmission Lines Connected to Type-3 Wind Farms
Protective relays can mal-operate for transmission lines connected to doubly fed induction generator (DFIG) based large capacity wind farms (WFs).
Data-driven Protection of Transformers, Phase Angle Regulators, and Transmission Lines in Interconnected Power Systems
These limitations of differential and distance protection methods bring forward the motivation of using ML in addressing various protection challenges.
Detection of High Impedance Faults in Microgrids using Machine Learning
This article presents differential protection of the distribution line connecting a wind farm in a microgrid.
Intelligent Protection & Classification of Transients in Two-Core Symmetric Phase Angle Regulating Transformers
This paper investigates the applicability of time and time-frequency features based classifiers to distinguish internal faults and other transients - magnetizing inrush, sympathetic inrush, external faults with current transformer saturation, and overexcitation - for Indirect Symmetrical Phase Angle Regulating Transformers (ISPAR).
Detection and Classification of Internal Faults in Power Transformers using Tree-based Classifiers
This paper proposes a Decision Tree (DT) based detection and classification of internal faults in a power transformer.
Discrimination of Internal Faults and Other Transients in an Interconnected System with Power Transformers and Phase Angle Regulators
The proposed algorithm distinguishes the internal faults from the other transients with a balanced accuracy of 99. 95%.
Identification of Internal Faults in Indirect Symmetrical Phase Shift Transformers Using Ensemble Learning
This paper proposes methods to identify 40 different types of internal faults in an Indirect Symmetrical Phase Shift Transformer (ISPST).
