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A Swarm Approach for Improving Voltage Profiles and Reduce Power Loss on Electrical Distribution Networks
- Source :
- IEEE Access, Vol 6, Pp 49498-49512 (2018)
- Publication Year :
- 2018
- Publisher :
- IEEE, 2018.
-
Abstract
- As a mean to provide reactive power compensation to radial distribution networks, capacitor banks are commonly installed within these electrical distribution systems. When properly allocated, capacitor banks provide several benefits, including an improvement on the feeder’s voltage profile and significant reductions on power loss, which, in turn, leads to important amounts of energy savings and cost reductions. This formulation is known in the literature as optimal capacitor placement (OCP) problem. From an optimization perspective, OCP is considered remarkably complex due to its high multi-modality, discontinuity, and non-linearity. In this paper, the swarm optimization algorithm known as locust search (LS) is proposed for solving the OCP problem. The proposed approach has been tested by considering several IEEE’s radial distribution test systems, and its performance has also been compared against that of other techniques currently reported on the literature to solve the OCP problem. Our experimental results suggest that the proposed LS-based method is able to competitively solve the OCP problem in terms of accuracy and robustness.
- Subjects :
- Power loss
General Computer Science
Linear programming
Computer science
020209 energy
radial distribution networks
General Engineering
Particle swarm optimization
Swarm behaviour
optimal capacitor placement
02 engineering and technology
Hardware_PERFORMANCEANDRELIABILITY
AC power
law.invention
TK1-9971
Capacitor
Robustness (computer science)
law
Control theory
Locust search algorithm
0202 electrical engineering, electronic engineering, information engineering
General Materials Science
Electrical engineering. Electronics. Nuclear engineering
Voltage
Subjects
Details
- Language :
- English
- ISSN :
- 21693536
- Volume :
- 6
- Database :
- OpenAIRE
- Journal :
- IEEE Access
- Accession number :
- edsair.doi.dedup.....a76abfbeef11fcebac3a7fda210e6d5e