JOURNAL ARTICLE

Optimal Under-Frequency Load Shedding Scheme Based on PSO

Abstract

Power system stability represents a significant challenge for security of system operation. When the load exceeds the generation, the system stability is affected. This can lead to cascading outages and shut-down of a major part of the power system that results in frequency decaying. Fast load shedding is the best way to avoid cascading outages and power system blackout. This paper proposes a novel scheme to control the optimal sheddable amount of the load at each stage for the under-frequency relay using Particle Swarm Optimization (PSO) technique. The proposed technique can be used to minimize the sheddable amount of loads at all stages. The proposed technique is applied to two different systems; IEEE 9-bus and IEEE 39-bus test system to verify its accuracy and effectiveness. The attained results prove the effectiveness of the proposed scheme to achieve the prescribed objectives. The comparison between the two systems is done.

Keywords:
Blackout Load Shedding Particle swarm optimization Electric power system Control theory (sociology) Scheme (mathematics) Computer science Stability (learning theory) Automatic frequency control Relay Power (physics) Engineering Control (management) Mathematics Algorithm Telecommunications

Metrics

2
Cited By
0.11
FWCI (Field Weighted Citation Impact)
24
Refs
0.44
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Power System Optimization and Stability
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Power Systems Fault Detection
Physical Sciences →  Engineering →  Control and Systems Engineering
Smart Grid and Power Systems
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
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