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Solution to optimal reactive power dispatch in transmission system using meta-heuristic techniques―Status and technological review
•The meta-heuristic techniques being used to solve optimum reactive power dispatch problem in power transmission system are presented.•A case study is performed by considering the objective function of power losses minimization to evaluate widely used techniques.•Statistical analysis is carried out...
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Published in: | Electric power systems research 2020-01, Vol.178, p.106031, Article 106031 |
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Main Authors: | , , , , , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
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Summary: | •The meta-heuristic techniques being used to solve optimum reactive power dispatch problem in power transmission system are presented.•A case study is performed by considering the objective function of power losses minimization to evaluate widely used techniques.•Statistical analysis is carried out to evaluate the performance of techniques under discussion.•It is concluded that the SCA outperforms among presented techniques.
Power system operation with proper planning is an utmost task for enhancing the economy of the country. The Optimal Reactive Power Dispatch (ORPD) plays an important task for secure, reliable and optimal operations of power system. ORPD is a complex, non-linear, non-convex, non-continuous and multi-model problem which involves discrete as well as continuous variables. Thus, its solution comprises of different objective functions like improving voltage profile, reducing power losses, voltage stability enhancement and transmission cost minimization. Due to the non-linear nature of problem, most of the techniques applied to ORPD are meta-heuristic. Despite the numerous articles published on these techniques, none has given sufficient emphasis on the comprehensively summarizing the existing meta-heuristic methods for solution of ORPD problem. This work presents a survey of different meta-heuristic techniques applied for solution of ORPD problems in power transmission system. Moreover, a new meta-heuristic Sine-Cosine algorithm is also proposed to solve the problem. A case study is performed where different meta-heuristic techniques are implemented to solve the same problem. Later, statistical analysis is performed to rank all implemented techniques. It is envisaged that the information gathered in this paper will be a valuable one-stop source of information for researchers working on this topic. |
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ISSN: | 0378-7796 1873-2046 |
DOI: | 10.1016/j.epsr.2019.106031 |