Coordination of distance and directional overcurrent relays using an extended continuous domain ACO algorithm and an hybrid ACO algorithm

• Published in: Electric power systems research Vol. 170; pp. 259 - 272
• Main Authors: Labrador Rivas, Angel Esteban, Gallego Pareja, Luis Alfonso, Abrão, Taufik
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.05.2019
• Subjects: Distance relay coordination; Heuristic algorithm; Mixed protection scheme; Optimization techniques; Overcurrent relay coordination; Power system protection; Optimization techniques; Mixed protection scheme; Power system protection; Heuristic algorithm; Overcurrent relay coordination; Distance relay coordination
• ISSN: 0378-7796; 1873-2046
• DOI: 10.1016/j.epsr.2019.01.032

•Consider all fault locations to obtain a comprehensive mixed coordination model.•A new model for the coordination of directional overcurrent and distance relays.•Overall results expose the enhancement of the coordination processing time.•Able to process dynamic data keeping system all-time coordinated.•A fast solving technique important to smart-grid applications. This paper performs optimal coordination of directional overcurrent and distance relays jointly in a mixed protection scheme. This problem is a mixed non-linear programming problem (MNLP) with a high-level mathematical complexity. The mixed scheme variables are time dial setting (TDS), and the zone-2 time set (tZ2) parametrized as continuous and plug setting (PS) as discrete. This model considers all fault locations described to obtain a complete mixed optimal coordination. An extended continuous domain ant colony optimization (xℝ-ACO) algorithm and an hybrid algorithm (traditional ACO plus linear programming (LP) solver) are implemented to solve this optimization problem. Initial solutions for ACO are randomly generated whether feasible or not. However, during the iterative ACO process, the algorithm converges into a feasible search space. Four transmission systems (IEEE-3, IEEE-6, IEEE-8, and IEEE-30 Bus) accordingly corroborate the accuracy and effectiveness of the proposed methodologies.