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基于遗传算法的城市供水泵站优化调度
Optimal Scheduling Based on Genetic Algorithm urban water pumping station
【摘要】 本文对城市供水泵站的优化调度问题进行了探讨。在准确拟合水泵基本性能曲线的基础上建立了供水泵站优化调度的最小轴功率的数学模型,针对其约束条件中混合含有离散变量和连续变量的特点,采用遗传算法进行优化求解。通过仿真实验求得水泵的最佳优化组合和调速比,保证定速泵和调速泵都在高效区内运行,结果表明算法的合理性和有效性。
【Abstract】 The optimal scheduling problem of city water supplying pumping station is discussed in this paper. Based on fitting the basic performance curve of pump accurately, the mathematic model of the minimum shaft power optimal scheduling of water supplying pumping station is established, because the constraint conditions are mixed with the characteristics of discrete and continuous variables, this paper uses the method of genetic algorithm. Through the simulation experiment to get the optimized combination and speed ratio of pump, ensure the constant speed pumps and timing pumps running in high efficient area, the results show that the algorithm is reasonable and effective.
【Key words】 Water supplying pumping station; Optimal scheduling; Mathematical model; Genetic algorithm;
- 【文献出处】 自动化与仪器仪表 ,Automation & Instrumentation , 编辑部邮箱 ,2014年11期
- 【分类号】TP18
- 【被引频次】12
- 【下载频次】160