A new sufficent method based on levy-social spider technique for optimal economic dispatch of thermal power unit.

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS(2015)

引用 4|浏览2
暂无评分
摘要
Optimal Economic Dispatch ED is a precious and useful method for minimizing the total cost of power generation of thermal units. Since the optimal ED problem is a non-convex nonlinear constraint optimization problem, several methods have been proposed in the last years to solve it effectively. In this way, this paper suggests a new intelligent method based on Social Spider Optimization SSO algorithm to solve the ED problem globally. The SSO algorithm is constructed based on the cooperative behavior of social spiders in a colony and can solve both continuous and discontinuous problems. In order to improve the search ability of this algorithm, we also suggest the levy version of this algorithm called levy SSO or shortly LSSO. For making the problem more practical, valve-loading effect, prohibited zone, multi-fuel option and spinning reserve are considered as the constraints of the problem. The superiority and high stability of the proposed LSSO is demonstrated using the 6-bus, 10-bus and 40 bus IEEE test systems.
更多
查看译文
关键词
Practical Economic Dispatch (EED),Levy Social Spider Optimization (LSSO) algorithm,non-convex objective
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要