Effective Microgrid Cost Reduction using Dragon Fly Optimization Algorithm and Firefly Algorithm
被引:3
作者:
Kumari, Kavitha K. S.
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机构:
Sathyabama Inst Sci & Technol, Dept Elect & Elect Engn, Chennai 600119, Tamil Nadu, IndiaSathyabama Inst Sci & Technol, Dept Elect & Elect Engn, Chennai 600119, Tamil Nadu, India
Kumari, Kavitha K. S.
[1
]
Babu, R. Samuel Rajesh
论文数: 0引用数: 0
h-index: 0
机构:
Sathyabama Inst Sci & Technol, Dept Elect & Instrumentat Engn, Chennai 600119, Tamil Nadu, IndiaSathyabama Inst Sci & Technol, Dept Elect & Elect Engn, Chennai 600119, Tamil Nadu, India
Babu, R. Samuel Rajesh
[2
]
机构:
[1] Sathyabama Inst Sci & Technol, Dept Elect & Elect Engn, Chennai 600119, Tamil Nadu, India
[2] Sathyabama Inst Sci & Technol, Dept Elect & Instrumentat Engn, Chennai 600119, Tamil Nadu, India
来源:
PROCEEDINGS OF THE 2020 5TH INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND SECURITY (ICCCS-2020)
|
2020年
关键词:
Distributed energy resource;
islanded operation;
Dragon fly algorithm;
firefly algorithm;
ENERGY MANAGEMENT;
D O I:
10.1109/icccs49678.2020.9276979
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
Introducing distributed generation (DG) into distribution networks provide reliable power to the consumers. The dispatchable and non-dispatchable unit usually placed nearby distribution networks operates in medium/low voltage system. The dragonfly and firefly algorithm are used for micro grid optimal scheduling both in grid connected mode and island mode. Dispatchable and non-Dispatchable units in the micro grid are connected to the conventional grid to supply energy to the end user. The fire fly algorithm has a drawbacks to find the global minima and also they were not able to provide a proper balance between exploration and exploitation. The drawback of DA it does not give accurate optimal solution for multi-objective problem and it was not used for short term wind power prediction. To find the minimum operating cost of micro grid the protype is developed for Dragonfly and firefly algorithm. Comparative performance analyses are done with the results of DA and firefly algorithm. Here the Dragon fly algorithm outperforms firefly algorithm by evaluating with power demand and operating cost of micro grid