电力系统及其自动化学报2017，Vol.29Issue(7)：53-60,8.DOI:10.3969/j.issn.1003-8930.2017.07.009
电力系统动态环境经济调度问题的建模与求解
Modeling and Solving for Dynamic Environmental/Economic Dispatch Problem in Power System
摘要
Abstract
In order to give consideration to the economic and environmental benefits of power system simultaneously ,a model for dynamic environmental/economic dispatch(DEED)is presented by taking valve point effect and system loss into account,and it is solved by an improved multi-objective teaching-learning based optimization algorithm. By apply?ing strategies such as opposition-based learning,external optimal solution set,teacher's identification strategy based on population sparsity,fuzzy fitness and dynamic class strategy,the individuals which violate the constraints are cor?rected and punished with the combination of dynamic heuristic random constraints handling and penalty function. Final?ly,the proposed model and algorithm are tested on a 10-machine test system. Simulation results demonstrate that com?pared with other algorithms,the proposed algorithm is feasible and superior.关键词
动态环境经济调度/教与学算法/动态启发式随机约束处理/帕累托最优解/反向学习Key words
dynamic environmental/economic dispatch(DEED)/teaching-learning based algorithm/dynamic heuris⁃tic random constraints handling/Pareto optimal solution/opposition-based learning分类
信息技术与安全科学引用本文复制引用
李晨,胡志坚,仉梦林,贺建波,陈珍..电力系统动态环境经济调度问题的建模与求解[J].电力系统及其自动化学报,2017,29(7):53-60,8.基金项目
高等学校博士学科点专项科研基金项目(20110141110032) （20110141110032）
西安交通大学电力设备电气绝缘国家重点实验室资助(EIPE13205) （EIPE13205）
