自动化与仪器仪表2024,Issue(2) :227-231.DOI:10.14016/j.cnki.1001-9227.2024.02.227

基于免疫算法的污水循环处理系统的优化控制研究

Research on Optimal Control of Sewage Recycling Treatment System Based on Immune Algorithm

脱颖 许欢
自动化与仪器仪表2024,Issue(2) :227-231.DOI:10.14016/j.cnki.1001-9227.2024.02.227

基于免疫算法的污水循环处理系统的优化控制研究

Research on Optimal Control of Sewage Recycling Treatment System Based on Immune Algorithm

脱颖 1许欢1
扫码查看

作者信息

  • 1. 西安思源学院,西安 710038
  • 折叠

摘要

为降低污水循环处理系统的能耗,提出一种基于组合优化的人工免疫网络算法(Copt-aiNet)的污水循环处理过程优化控制模型(BSM1).首先确定优化的目标函数、起始时间和优化周期,然后利用组合优化的人工免疫网络算法获得初始抗体种群数、评价抗体亲和度、进行克隆和克隆抑制、实现抗体突变,最后结合污水处理仿真基准模型,将组合优化的人工免疫网络算法用于污水循环处理过程,分析污水循环处理的出水指标和总能耗.仿真结果表明,所提优化控制实现了对污水循环处理的节能控制,相对于常规控制、开环控制,控制策略的能耗显著降低,并能够达到污水循环处理水质控制指标.组合优化的人工免疫网络算法的总能耗为3 784.4 kW·h/d,开环控制的总能耗为4 066.7 kW·h/d,常规控制的总能耗为3935.5 kW·h/d,可为污水循环处理的节能减排提供理论支撑.

Abstract

In order to reduce the energy consumption of sewage recycling treatment system,an optimization control model of sew-age recycling treatment process based on artificial immune network algorithm of combinatorial optimization was proposed.First,deter-mine the objective function,starting time and optimization cycle of optimization,then use the artificial immune network algorithm of combinatorial optimization to obtain the initial antibody population,evaluate antibody affinity,clone and clone inhibition,and realize antibody mutation.Finally,combined with the sewage treatment simulation model,apply the artificial immune network algorithm of combinatorial optimization to the sewage recycling treatment process,and analyze the effluent index and total energy consumption of sewage recycling treatment.The simulation results show that the proposed optimization control achieves energy-saving control of sew-age recycling treatment.Compared to conventional control and open-loop control,the energy consumption of the control strategy is significantly reduced,and the water quality control indicators of sewage recycling treatment can be achieved.The total energy con-sumption of combinatorial optimization artificial immune network algorithm is 3 784.4 kW·h/d,the total energy consumption of open-loop control is 4 066.7 kW·h/d,and the total energy consumption of conventional control is 3 935.5 kW·h/d,which can provide theoretical support for energy conservation and emission reduction of sewage recycling treatment.

关键词

免疫算法/污水处理/节能/循环处理/BSM1模型

Key words

immune algorithm/sewage treatment/energy saving/circular processing/BSM1 model

引用本文复制引用

基金项目

西安思源学院2022-2023学年校级科研重点项目(自然科学类)(XASYZD-B2207)

出版年

2024
自动化与仪器仪表
重庆工业自动化仪表研究所,重庆市自动化与仪器仪表学会

自动化与仪器仪表

CSTPCD
影响因子:0.327
ISSN:1001-9227
段落导航相关论文