Intelligent Load Shedding Using Ant Colony Algorithm in Smart Grid Environment

被引:3
|
作者
Margaret, V. [1 ]
Rao, K. Uma [2 ]
Ganeshprasad, G. G. [1 ]
机构
[1] Christ Univ, Elect & Elect Dept, Fac Engn, Bangalore, Karnataka, India
[2] RV Coll Engn, Elect & Elect Dept, Bangalore, Karnataka, India
关键词
Intelligent load shedding; Ant colony algorithm; Smart grid; Optimization; Grading of loads;
D O I
10.1007/978-81-322-2119-7_112
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
For every country which is expecting a large growth in power demand in the near future or facing a power crisis, an effective load control and power distribution strategy is a necessity. Load shedding is done whenever power demand is more than power generation in order to sustain power system stability. The current load shedding strategies fails to shed exact amount of load as per the system requirement and does not prioritize loads which are being shed. Given the dimension of the problem, it would not be feasible computationally, to use regular optimization techniques to solve the problem. The problem is typically suited for application of meta-heuristic algorithms. This paper proposes a new scheme for optimizing load shedding using ant colony algorithm in a smart grid platform considering loads at utility level. The algorithm developed considers each electrical connection from Distribution Company as one lumped load and provides an effective methodology to control the load based on various constrains such as importance of load and time of load shedding.
引用
收藏
页码:1149 / 1162
页数:14
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