Meta-Heuristic Optimization for Adaptive Protection and Coordination in Distribution Networks with Distributed Generation: A Review

The rapid proliferation of distributed generation (DG) units such as solar photovoltaics, wind turbines, and small-scale hydro plants has transformed conventional radial distribution networks into active, bidirectional power systems. While this transition supports sustainability and reliability, it also introduces complex protection and coordination challenges. Frequent changes in fault current levels, bi-directional power flows, and dynamic network topologies reduce the effectiveness of traditional protection schemes designed for passive grids. Consequently, there is a growing demand for adaptive, intelligent, and self-healing frameworks capable of managing protection coordination under uncertain and evolving conditions. This review explores the development of adaptive metaheuristic frameworks for self-healing protection and coordination in DG-rich distribution networks. The paper synthesizes current literature on fault detection, reconfiguration, and coordination algorithms, emphasizing the roles of metaheuristic optimization, artificial intelligence, and real-time monitoring. It concludes by identifying research gaps and proposing future directions toward resilient, data-driven protection systems.

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Publication Details

Journal
INTERNATIONAL JOURNAL OF ENGINEERING AND MODERN TECHNOLOGY
Published
2026-10-26
DOI
https://doi.org/10.56201/ijemt.vol.11.no12.2025.pg36.41
Primary Topic
Power Systems Fault Detection
Type
article
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article

Meta-Heuristic Optimization for Adaptive Protection and Coordination in Distribution Networks with Distributed Generation: A Review

Ganiyu Adedayo Ajenikoko
INTERNATIONAL JOURNAL OF ENGINEERING AND MODERN TECHNOLOGY
Power Systems Fault Detection
article

Meta-Heuristic Optimization for Adaptive Protection and Coordination in Distribution Networks with Distributed Generation: A Review

Ganiyu Adedayo Ajenikoko
article en

Abstract

The rapid proliferation of distributed generation (DG) units such as solar photovoltaics, wind turbines, and small-scale hydro plants has transformed conventional radial distribution networks into active, bidirectional power systems. While this transition supports sustainability and reliability, it also introduces complex protection and coordination challenges. Frequent changes in fault current levels, bi-directional power flows, and dynamic network topologies reduce the effectiveness of traditional protection schemes designed for passive grids. Consequently, there is a growing demand for adaptive, intelligent, and self-healing frameworks capable of managing protection coordination under uncertain and evolving conditions. This review explores the development of adaptive metaheuristic frameworks for self-healing protection and coordination in DG-rich distribution networks. The paper synthesizes current literature on fault detection, reconfiguration, and coordination algorithms, emphasizing the roles of metaheuristic optimization, artificial intelligence, and real-time monitoring. It concludes by identifying research gaps and proposing future directions toward resilient, data-driven protection systems.

INTERNATIONAL JOURNAL OF ENGINEERING AND MODERN TECHNOLOGY
Ladoke Akintola University of Technology (NG)
Openalex Percentile: Top 18%
Power Systems Fault Detection
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