[3] Chiang Mai Univ, Dept Elect Engn, Fac Engn, Chiang Mai 50200, Thailand
来源:
BATTERIES-BASEL
|
2020年
/
6卷
/
04期
关键词:
battery energy storage;
renewable energy;
distribution network;
genetic algorithm;
particle swarm optimization;
OPTIMAL ALLOCATION;
PENETRATION;
GRIDS;
D O I:
10.3390/batteries6040056
中图分类号:
O646 [电化学、电解、磁化学];
学科分类号:
081704 ;
摘要:
In this work, optimal siting and sizing of a battery energy storage system (BESS) in a distribution network with renewable energy sources (RESs) of distribution network operators (DNO) are presented to reduce the effect of RES fluctuations for power generation reliability and quality. The optimal siting and sizing of the BESS are found by minimizing the costs caused by the voltage deviations, power losses, and peak demands in the distribution network for improving the performance of the distribution network. The simulation results of the BESS installation were evaluated in the IEEE 33-bus distribution network. Genetic algorithm (GA) and particle swarm optimization (PSO) were adopted to solve this optimization problem, and the results obtained from these two algorithms were compared. After the BESS installation in the distribution network, the voltage deviations, power losses, and peak demands were reduced when compared to those of the case without BESS installation.
机构:
Rio Grande Norte Fed Inst Sci & Technol IFRN, Dept Ind, BR-59015000 Natal, RN, Brazil
Rio de Janeiro Fed Univ COPPE UFRJ, PPE, BR-21941914 Rio De Janeiro, RJ, BrazilRio Grande Norte Fed Inst Sci & Technol IFRN, Dept Ind, BR-59015000 Natal, RN, Brazil
da Costa, Jose Adriano
;
Castelo Branco, David Alves
论文数: 0引用数: 0
h-index: 0
机构:
Rio de Janeiro Fed Univ COPPE UFRJ, PPE, BR-21941914 Rio De Janeiro, RJ, BrazilRio Grande Norte Fed Inst Sci & Technol IFRN, Dept Ind, BR-59015000 Natal, RN, Brazil
Castelo Branco, David Alves
;
Pimentel Filho, Max Chianca
论文数: 0引用数: 0
h-index: 0
机构:
Rio Grande Norte Fed Univ UFRN, DEE, BR-59078970 Natal, RN, BrazilRio Grande Norte Fed Inst Sci & Technol IFRN, Dept Ind, BR-59015000 Natal, RN, Brazil
Pimentel Filho, Max Chianca
;
de Medeiros Junior, Manoel Firmino
论文数: 0引用数: 0
h-index: 0
机构:
Rio Grande Norte Fed Univ UFRN), Dept Comp Engn & Automat DCA, BR-59078970 Natal, RN, BrazilRio Grande Norte Fed Inst Sci & Technol IFRN, Dept Ind, BR-59015000 Natal, RN, Brazil
de Medeiros Junior, Manoel Firmino
;
da Silva, Neilton Fidelis
论文数: 0引用数: 0
h-index: 0
机构:
Rio Grande Norte Fed Inst Sci & Technol IFRN, Dept Ind, BR-59015000 Natal, RN, Brazil
Rio de Janeiro Fed Univ COPPE UFRJ, PPE, BR-21941914 Rio De Janeiro, RJ, BrazilRio Grande Norte Fed Inst Sci & Technol IFRN, Dept Ind, BR-59015000 Natal, RN, Brazil
机构:
Rio Grande Norte Fed Inst Sci & Technol IFRN, Dept Ind, BR-59015000 Natal, RN, Brazil
Rio de Janeiro Fed Univ COPPE UFRJ, PPE, BR-21941914 Rio De Janeiro, RJ, BrazilRio Grande Norte Fed Inst Sci & Technol IFRN, Dept Ind, BR-59015000 Natal, RN, Brazil
da Costa, Jose Adriano
;
Castelo Branco, David Alves
论文数: 0引用数: 0
h-index: 0
机构:
Rio de Janeiro Fed Univ COPPE UFRJ, PPE, BR-21941914 Rio De Janeiro, RJ, BrazilRio Grande Norte Fed Inst Sci & Technol IFRN, Dept Ind, BR-59015000 Natal, RN, Brazil
Castelo Branco, David Alves
;
Pimentel Filho, Max Chianca
论文数: 0引用数: 0
h-index: 0
机构:
Rio Grande Norte Fed Univ UFRN, DEE, BR-59078970 Natal, RN, BrazilRio Grande Norte Fed Inst Sci & Technol IFRN, Dept Ind, BR-59015000 Natal, RN, Brazil
Pimentel Filho, Max Chianca
;
de Medeiros Junior, Manoel Firmino
论文数: 0引用数: 0
h-index: 0
机构:
Rio Grande Norte Fed Univ UFRN), Dept Comp Engn & Automat DCA, BR-59078970 Natal, RN, BrazilRio Grande Norte Fed Inst Sci & Technol IFRN, Dept Ind, BR-59015000 Natal, RN, Brazil
de Medeiros Junior, Manoel Firmino
;
da Silva, Neilton Fidelis
论文数: 0引用数: 0
h-index: 0
机构:
Rio Grande Norte Fed Inst Sci & Technol IFRN, Dept Ind, BR-59015000 Natal, RN, Brazil
Rio de Janeiro Fed Univ COPPE UFRJ, PPE, BR-21941914 Rio De Janeiro, RJ, BrazilRio Grande Norte Fed Inst Sci & Technol IFRN, Dept Ind, BR-59015000 Natal, RN, Brazil