DocumentCode :
662463
Title :
Optimal planning of recloser-based protection systems applying the economic theory of the firm and evolutionary algorithms
Author :
Velasquez, Miguel A. ; Cadena, Angela ; Tautiva, Camilo
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. de los Andes, Bogota, Colombia
fYear :
2013
fDate :
6-9 Oct. 2013
Firstpage :
1
Lastpage :
5
Abstract :
Protection systems planning is essential to enhance the reliability of radial distribution feeders. This planning must consider the amount of devices as their efficient placement in the feeder. Moreover, distributed generation (DG) has been largely considered as an alternative to increase the operation performance of distribution systems, besides its merely function to provide energy. Protective devices, such as reclosers, allow DG to operate in island mode decreasing the non-supplied energy (ENS). In this paper, the economic theory of the firm, together with evolutionary algorithms, is used to derive the optimal planning of reclosers. A single objective optimization problem is developed in order to minimize the ENS. Furthermore, genetic algorithm (GA) and differential evolution (DE) are implemented to solve the decision making problem. Finally, Simulations are applied on a real test feeder in two cases: without DG and with 6 MW penetration of distributed sources.
Keywords :
decision making; distributed power generation; genetic algorithms; power distribution economics; power distribution planning; power distribution protection; DE; GA; decision making problem; differential evolution; distributed generation; distributed sources; economic theory; evolutionary algorithms; firm; genetic algorithm; island mode; optimal planning; power 6 MW; protective devices; radial distribution feeders; real test feeder; recloser-based protection systems; single objective optimization problem; Biological cells; Economics; Genetic algorithms; Optimization; Reliability; Sociology; Statistics; Distributed generation; evolutionary algorithm; optimum reclosers placement; protection system planning; theory of the firm optimization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Innovative Smart Grid Technologies Europe (ISGT EUROPE), 2013 4th IEEE/PES
Conference_Location :
Lyngby
Type :
conf
DOI :
10.1109/ISGTEurope.2013.6695350
Filename :
6695350
Link To Document :
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