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Transmission Line Protective Relay Based on Recursive Least-Square Filters and Weights Analysis

David Felipe Celeita Rodriguez(1*), Gustavo Ramos(2), A. P. Sakis Meliopoulos(3)

(1) School of Electrical and Electronic Engineering, Universidad de los Andes, Bogotá, Colombia
(2) School of Electrical and Electronic Engineering, Universidad de los Andes, Bogotá, Colombia
(3) School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, United States
(*) Corresponding author


DOI: https://doi.org/10.15866/iremos.v11i5.14872

Abstract


The purpose of this study takes advantage of real-time hardware and software co-simulation to integrate a recursive least-square adaptive filter into a relay design for transmission line protection. The relay trip logic is controlled with a recursive least-square filter that analyzes the weights and cumulative error auto-correlation for magnitude and angles per phase. This analysis allows to detect and identify the fault type. The study focuses on the modelling of a consistent testing case study designed for transmission lines protections based on the EMTP reference model. The proposed solution could be scalable to protect other elements in power systems. It is consistent with current technological tools, and the RLS algorithm optimizes the computational performance of the relay.
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Keywords


Power System Protection; Transmission Lines; EMTP; Filtering Algorithms; Adaptive Filters

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References


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