首页 | 官方网站   微博 | 高级检索  
     

基于纵横交叉算法的热电联产经济调度
引用本文:孟安波,梅鹏,卢海明.基于纵横交叉算法的热电联产经济调度[J].电力系统保护与控制,2016,44(6):90-97.
作者姓名:孟安波  梅鹏  卢海明
作者单位:广东工业大学自动化学院, 广东 广州 510006,广东工业大学自动化学院, 广东 广州 510006,广东工业大学自动化学院, 广东 广州 510006
摘    要:为解决热电联产经济调度优化问题,提出了一种基于纵横交叉算法(Crisscross optimization algorithm,CSO)的新求解方法。CSO采用一种双交叉搜索机制,其中横向交叉引入扩展因子增强全局搜索能力,纵向交叉引入维交叉概念,从而避免维局部最优问题。CSO的全局并行搜索,避免了陷入局部最优,有效提高了收敛速度。以一个包含纯发电机组、热电联产机组、纯发热机组的48机组系统为例,建立了热电联产经济调度问题的模型。仿真结果表明,CSO解决热电联产经济调度问题具有可行性和有效性,为实际调度系统提供了一个较好的方法。

关 键 词:热电联产  经济调度  纵横交叉算法  维局部最优  并行搜索
收稿时间:2015/5/28 0:00:00
修稿时间:2015/11/12 0:00:00

Crisscross optimization algorithm for combined heat and power economic dispatch
MENG Anbo,MEI Peng and LU Haiming.Crisscross optimization algorithm for combined heat and power economic dispatch[J].Power System Protection and Control,2016,44(6):90-97.
Authors:MENG Anbo  MEI Peng and LU Haiming
Affiliation:School of Automation, Guangdong University of Technology, Guangzhou 510006, China,School of Automation, Guangdong University of Technology, Guangzhou 510006, China and School of Automation, Guangdong University of Technology, Guangzhou 510006, China
Abstract:A method based on crisscross optimization algorithm (CSO) is introduced to solve combined heat and power economic dispatch (CHPED) problem. CSO adopts a double-crisscross search mechanism, introducing expand factor to increase global search ability in horizontal crisscross, introducing the concept of dimension-crisscross in vertical crisscross, to avoid falling into dimension local optima. The CSO implements global parallel search, which can effectively accelerate the convergence rate. The proposed method is illustrated for a 48-units system that contains power-only units, cogeneration units and heat-only units, with which the model of CHPED problem is established. The simulation results show that the proposed algorithm is feasible and effective in solving the CHPED problem, providing a better method for the actual scheduling system.
Keywords:cogeneration  economic load dispatch  crisscross optimization algorithm  dimension local optima  parallel search
点击此处可从《电力系统保护与控制》浏览原始摘要信息
点击此处可从《电力系统保护与控制》下载全文
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司    京ICP备09084417号-23

京公网安备 11010802026262号