基于龙格库塔算法的梯级泵站优化运行
Optimal Operation of Cascade Pumping Station Based on Runge-Kutta Algorithm
李贞蓉 1张雷克 1刘小莲 2王雪妮 3田雨4
作者信息
- 1. 太原理工大学水利科学与工程学院, 山西 太原 030024
- 2. 太原理工大学水利科学与工程学院, 山西 太原 030024;天津大学建筑工程学院,天津 300350
- 3. 太原理工大学水利科学与工程学院, 山西 太原 030024;河南省黄河流域水资源节约集约利用重点实验室,河南 郑州 450046
- 4. 中国水利水电科学研究院流域水循环模拟与调控国家重点实验室,北京 100038
- 折叠
摘要
梯级泵站在调水、灌溉与生态修复等建设中发挥了巨大作用.为提高梯级泵站运行效率、节约运行费用,结合某梯级泵站明渠引水工程,以总效率最高为目标建立了梯级泵站优化调度模型,提出了一种基于龙格库塔算法(RUN)的优化调度方法.计算结果表明,与该泵站现状运行方案相比,采用RUN算法计算所得方案可提高运行效率 0.73%,节省运行费用 271 195 元/年,优于利用PSO、GA算法所得优化结果,证实了所提方法可良好地服务于梯级泵站优化运行.
Abstract
Cascade pump stations play a significant role in modern construction projects such as water diversion,irri-gation,and ecological environment restoration.In order to promote the efficiency of cascade pump station operation and save operation costs,a scheduling method based on the Runge-Kutta optimization algorithm(RUN)is proposed.Consid-ering a cascade pump station water diversion project,an optimization scheduling model is established with the goal of the highest overall efficiency.Compared with the current operating scenario,the results indicate that the scheme obtained by RUN can improve the operating efficiency by 0.73%and save operating costs by 271,195 yuan/a,which is better than the results obtained by the PSO and GA algorithms,confirming that the proposed algorithm is able to serve the optimiza-tion operation of cascade pump stations well.
关键词
龙格库塔算法/梯级泵站/优化调度/经济运行Key words
Runge-Kutta algorithm/cascade pumping station/optimal scheduling/economic operation引用本文复制引用
基金项目
国家自然科学基金(52379091)
山西省基础研究计划(20210302124645)
山西省基础研究计划(202103021224086)
山西省基础研究计划(202203021222112)
河南省黄河流域水资源节约集约利用重点实验室开放研究项目(HAKF202104)
出版年
2024
NETL
NSTL
维普
万方数据