Multi-objective time-variant optimum automatic and fixed type of capacitor bank allocation considering minimization of switching steps

Autor: Mikaeel Ahmadi, Mir Sayed Shah Danish, Mohammed Elsayed Lotfy, Atsushi Yona, Ying-Yi Hong, Tomonobu Senjyu
Jazyk: angličtina
Rok vydání: 2019
Předmět:
Zdroj: AIMS Energy, Vol 7, Iss 6, Pp 792-818 (2019)
Druh dokumentu: article
ISSN: 2333-8326
2333-8334
DOI: 10.3934/energy.2019.6.792/fulltext.html
Popis: In this study, optimal methodologies including multi-objective optimization are proposed for allocation of automatic and fixed capacitors in the real distribution system on a daily basis. Minimizing the cost of energy loss and switching operation of the capacitors as the significant factors are considered correspondingly. Capacitors as a reactive power compensator have been recognized in the power system for a long time before. Their impact on voltage improvement as well as the loss of energy reduction significantly has been investigated to not only enhance the network’s power quality but provides profit by cost savings for utility managers. Such an approach could be obtainable via their optimum consideration in power system planning and operation. In this research, two methodologies are proposed for placement and sizing of both automatic and fixed types of capacitors. The first methodology exploits two steps mechanism for capacitor allocation in which, optimum locations and sizes are identified via inexpensive sensitivity analysis and epsilon multi-objective genetic algorithm (∊-MOGA), respectively. However, successful application results are obtained, the second methodology utilizing only ∊-MOGA for both sizing and placement is compared to the first methodology to prioritize each method. The simulations are performed in MATLAB® through its efficient application on the complex real 162-bus distribution network. The detailed discussions and conclusion based on the obtained results are extended in this paper accordingly.
Databáze: Directory of Open Access Journals
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