Capacitor placement in distribution systems for power loss reduction and voltage improvement: a new methodology
For compensating reactive power, shunt capacitors are often installed in electrical distribution networks. Consequently, in such systems, power loss reduces, voltage profile improves and feeder capacity releases. However, finding optimal size and location of capacitors in distribution networks is a...
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Published in | IET generation, transmission & distribution Vol. 10; no. 14; pp. 3631 - 3638 |
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Main Author | |
Format | Journal Article |
Language | English |
Published |
The Institution of Engineering and Technology
04.11.2016
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Subjects | |
Online Access | Get full text |
ISSN | 1751-8687 1751-8695 |
DOI | 10.1049/iet-gtd.2016.0419 |
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Abstract | For compensating reactive power, shunt capacitors are often installed in electrical distribution networks. Consequently, in such systems, power loss reduces, voltage profile improves and feeder capacity releases. However, finding optimal size and location of capacitors in distribution networks is a complex combinatorial optimisation problem. In such problem, an objective function which is usually defined based on power losses and capacitor installation costs should be minimised subject to operational limitations. In this study, a newly developed metaheuristic technique, named crow search algorithm (CSA), is proposed for finding the optimal placement of the capacitors in a distribution network. CSA is a population-based technique inspired by the greedy behaviour of crows in finding better food sources. The main reasons of using CSA are its easy implementation, few parameters to adjust, fast convergence speed and high efficiency. In the case studies, simulated results indicate that the proposed CSA produces more accurate results than the other studied search methods. |
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AbstractList | For compensating reactive power, shunt capacitors are often installed in electrical distribution networks. Consequently, in such systems, power loss reduces, voltage profile improves and feeder capacity releases. However, finding optimal size and location of capacitors in distribution networks is a complex combinatorial optimisation problem. In such problem, an objective function which is usually defined based on power losses and capacitor installation costs should be minimised subject to operational limitations. In this study, a newly developed metaheuristic technique, named crow search algorithm (CSA), is proposed for finding the optimal placement of the capacitors in a distribution network. CSA is a population‐based technique inspired by the greedy behaviour of crows in finding better food sources. The main reasons of using CSA are its easy implementation, few parameters to adjust, fast convergence speed and high efficiency. In the case studies, simulated results indicate that the proposed CSA produces more accurate results than the other studied search methods. |
Author | Askarzadeh, Alireza |
Author_xml | – sequence: 1 givenname: Alireza surname: Askarzadeh fullname: Askarzadeh, Alireza email: a.askarzadeh@kgut.ac.ir organization: Department of Energy Management and Optimization, Institute of Science and High Technology and Environmental Sciences, Graduate University of Advanced Technology, Kerman, Iran |
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Copyright | The Institution of Engineering and Technology 2016 The Authors. IET Generation, Transmission & Distribution published by John Wiley & Sons, Ltd. on behalf of The Institution of Engineering and Technology |
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Keywords | shunt capacitors metaheuristic technique combinatorial mathematics distribution networks reactive power compensation electrical distribution networks CSA food sources optimisation distribution systems population-based technique reactive power voltage improvement crow search algorithm capacitor installation costs feeder capacity complex combinatorial optimisation problem capacitor placement power loss reduction voltage profile search problems power capacitors objective function |
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SubjectTerms | capacitor installation costs capacitor placement Capacitors combinatorial mathematics complex combinatorial optimisation problem crow search algorithm CSA Distribution management distribution networks distribution systems Electric potential electrical distribution networks feeder capacity food sources metaheuristic technique Networks objective function optimisation Optimization Placement population‐based technique power capacitors Power loss power loss reduction reactive power reactive power compensation search problems shunt capacitors Voltage voltage improvement voltage profile |
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Title | Capacitor placement in distribution systems for power loss reduction and voltage improvement: a new methodology |
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