Revolutionizing protection dynamics in microgrids: Local validation environment and a novel global management control through multi-agent systems

Amid rapid renewable sources expansion in distribution systems, novel operational and protection challenges emerge due to dynamic variations. To address these issues, an innovative hierarchical protection strategy based on an agent-based structure has been developed. This approach integrates a dual-tier system managing digital structure comparisons and modular agent fusion. At the upper tier, critical operational decisions are made while preserving protection coordination, while lower tiers oversee event analysis and relay updates. A key advantage of this system is its autonomous ability to sustain protection coordination during adjustments of topology and control operation scenarios. Integration of controlled harmonic insertion post-fault and control adaptations ensures stability. A validation agent divides the network through IDs, enabling precise communication and ensuring the effective functioning of supplementary protection across various zones, independent of performance failures in the master agent. Efficacy of this strategy has been validated through simulation studies within the University of Valle’s microgrid. • Hybrid communication systems managed databases with query transformations. • Automated protection used multilevel agents, ensuring DER selectivity and bus coupling. • Protection algorithm with redundancy safeguarded against internal/external failures. • Branch stability recovery was optimized by local agents, factoring multiple inverters.

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Publication Details

Journal
Computers & Electrical Engineering
Published
2024-10-12
DOI
https://doi.org/10.1016/j.compeleceng.2024.109748
Citations
3
Primary Topic
Smart Grid Security and Resilience
Type
article
Field-Weighted Citation Impact
0.98
Controls
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article

Revolutionizing protection dynamics in microgrids: Local validation environment and a novel global management control through multi-agent systems

Édinson Franco Mejía, Eduardo Gómez-Luna, Andres Mauricio Diaz Caicedo
3 citations
Computers & Electrical Engineering
Smart Grid Security and Resilience
0.98
article

Revolutionizing protection dynamics in microgrids: Local validation environment and a novel global management control through multi-agent systems

Édinson Franco Mejía, Eduardo Gómez-Luna, Andres Mauricio Diaz Caicedo
article en
3 citations

Abstract

Amid rapid renewable sources expansion in distribution systems, novel operational and protection challenges emerge due to dynamic variations. To address these issues, an innovative hierarchical protection strategy based on an agent-based structure has been developed. This approach integrates a dual-tier system managing digital structure comparisons and modular agent fusion. At the upper tier, critical operational decisions are made while preserving protection coordination, while lower tiers oversee event analysis and relay updates. A key advantage of this system is its autonomous ability to sustain protection coordination during adjustments of topology and control operation scenarios. Integration of controlled harmonic insertion post-fault and control adaptations ensures stability. A validation agent divides the network through IDs, enabling precise communication and ensuring the effective functioning of supplementary protection across various zones, independent of performance failures in the master agent. Efficacy of this strategy has been validated through simulation studies within the University of Valle’s microgrid. • Hybrid communication systems managed databases with query transformations. • Automated protection used multilevel agents, ensuring DER selectivity and bus coupling. • Protection algorithm with redundancy safeguarded against internal/external failures. • Branch stability recovery was optimized by local agents, factoring multiple inverters.

Computers & Electrical EngineeringVol. 120
Universidad del Valle (CO)
Life in Land
Openalex Percentile: Top 23%
Smart Grid Security and Resilience
0.98
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Revolutionizing protection dynamics in microgrids: Local validation environment and a novel global management control through multi-agent systems — Édinson Franco Mejía, Eduardo Gómez-Luna, et al. · Computers & Electrical Engineering (2024) | TGRS Research Map | TGRS