期刊导航

论文摘要

基于分形与混沌理论的嵌套搜索算法在 梯级水电厂节能调度运行中的应用

Application of Energy Saving Dispatch of Cascade Hydropower Plants by Using Nested Searching Algorithm Based on Fractal and Chaos Theory

作者:刘起方(四川大学 水利水电学院,四川 成都 610065);马光文(四川大学 水利水电学院,四川 成都 610065);王和康(四川大学 水利水电学院,四川 成都 610065)

Author:(School of Hydraulic and Hydroelectric Eng., Sichuan Univ., Chengdu 610065, China);(School of Hydraulic and Hydroelectric Eng., Sichuan Univ., Chengdu 610065, China);(School of Hydraulic and Hydroelectric Eng., Sichuan Univ., Chengdu 610065, China)

收稿日期:2007-10-17          年卷(期)页码:2008,40(3):27-32

期刊名称:工程科学与技术

Journal Name:Advanced Engineering Sciences

关键字:分形;混沌;嵌套搜索;节能调度;优化运行

Key words:fractal; chaos; nested searching; energy saving dispatch; optimal operation

基金项目:国家自然科学基金资助项目(50539140)

中文摘要

针对梯级水电厂联合优化调度的高非线性、强约束特性,提出了基于分形与混沌理论的嵌套搜索算法。该方法利用嵌套结构,有机地结合了分形分割逼近算法的高遍历性、普适性和混沌优化算法的随机性、规律性、遍历性等特性。通过在节能调度方式下南桠河梯级水库联合优化运行中的成功应用,显示该算法具有参数配置简单、普适性强、稳定性高、全局优化和易于编程等特点,并取得了与POA算法一致的收敛精度且计算速度有优势。

英文摘要

Aiming at the problem that optimal dispatch of cascade hydropower plants has the characteristics of highly nonlinear and complicated constrain conditions, this paper presents nested searching algorithm based on fractal and chaos theory. This algorithm uses nested structure to combine the properties of ergodicity, universality, random and regularity of fractal division interpolation algorithm and chaotic optimization algorithm. The results of a practical example prove its validity and practicability when applied in energy saving dispatch of Nanyahe cascade hydropower plants. Furthermore, the results show that the nested algorithm not only has many advantages such as strong ergodicity, simplified parameter configuration, high stability, global optimization, and easy to program, but also can get consistent convergence accuracy and lesser computing time compared with POA algorithm.

关闭

Copyright © 2020四川大学期刊社 版权所有.

地址:成都市一环路南一段24号

邮编:610065