Setting directional overcurrent protection parameters using hybrid GA optimizer

Author(s)

Bottura, Fernando B. ; Bernardes, Wellington M. S. ; Oleskovicz, Mario ; Asada, Eduardo N.

• Document type: Journal article
• Source: Electric Power Systems Research; v. 143, p. 400-408, FEB 2017.
• Web of Science Citations: 10

Abstract

A Hybrid Genetic Algorithm (HGA) is proposed to solve the optimal coordination of Directional Over current Relays (DORs) in meshed power transmission systems. In this research, the short circuit current direction os taken into account by the optimization model. By developing the problem oriented HGA, high-quality feasible coordination solutions for DORs have been obtained with good performance. The solutions provided by the HGA are compared with a selected set of classical. mathematical programming solvers namely, AlphaECP, BARON 14, BONMIN, DICOPT, KNITRO and SBB which have been modeled with the General Algebraic Modelling System (GAMS). In order to validate the proposed DORs coordination method, a real meshed power system is considered. The proposed HGA provided high-quality coordination solutions, which represents 12.10% to 27.31% reduction on the average value of the performance function for all test cases when compared with the solutions provided by commercial solvers. (C) 2016 Elsevier B.V. All rights reserved. (AU)

• FAPESP's process: 14/27342-1 - Intelligent and hybrid techniques for the resolution of power systems problems
• Grantee: Eduardo Nobuhiro Asada
• Support Opportunities: Regular Research Grants
• FAPESP's process: 12/25292-1 - Analysis of the power system protection using modern heuristic optimization techniques
• Grantee: Wellington Maycon Santos Bernardes
• Support Opportunities: Scholarships in Brazil - Doctorate