基于人工蜂群算法的灌区水资源优化配置方法  

Optimal allocation method of water resources in irrigation region based on artificial bee colony algorithm

作　　者：李旭杰 穆营利[2,4] 吉拥平 孙颖 黄凤辰 LI Xujie;MU Yingli;JI Yongping;SUN Ying;HUANG Fengchen(Institute of Ocean and Offshore Engineering,Hohai University(Nantong),Nantong 226300,China;College of Computer and Information,Hohai University,Nanjing 211100,China;Key Lab for Wireless Sensor network and Communication,Shanghai Institute of Microsystem and Information Technology,Chinese Academy of Sciences,Shanghai 200050,China;Talent Science and Technology Co.,Ltd.,Nanjing 211806,China;School of Information Engineering,Jiangsu Open University,Nanjing 210017,China)

机构地区：[1]南通河海大学海洋与近海工程研究院,江苏南通226300 [2]河海大学计算机与信息学院,江苏南京211100 [3]中国科学院上海微系统与信息技术研究所无线传感网与通信重点实验室,上海200050 [4]钛能科技股份有限公司,江苏南京211806 [5]江苏开放大学信息工程学院,江苏南京210017

出　　处：《水利信息化》2022年第5期32-37,42,共7页Water Resources Informatization

基　　金：江苏省水利科技项目(2020028);南通市社会民生科技项目(MS22021042);广东省水利科技创新项目(2020-04);江苏省教育厅未来网络科研基金资助(FNSRFP-2021-YB-7);中国科学院无线传感网与通信重点实验室开放课题(20190914)。

摘　　要：灌区水资源优化配置对于提高灌溉的水资源利用率,增加灌区经济效益,降低地下水的消耗速度,促进水资源可持续发展,建立良好的生态环境具有重要意义。综合考虑灌区有效降雨量与作物需水量,建立以灌区经济效益最大化为目标的水资源优化配置模型,采用人工蜂群算法对水资源优化配置模型进行求解,以江苏省宿迁市皂河灌区为实例,对基于人工蜂群算法的灌区水资源优化配置方法的实际应用效果进行验证。结果表明:相比传统经验式配水方法,所提出的灌区水资源优化配置方法可使灌区经济效益达到8.33亿元,总用水量减少约1 000万m~3,且用水量主要来自地表水,灌区作物水资源分配情况更加合理,同时灌区的作物种植结构也得以改善。The optimal allocation of water resources in the irrigation region is of great significance for improving the utilization ratio of water resources in irrigation,increasing the economic benefits,reducing the rate of groundwater consumption,promoting the sustainable development of water resources,and contributing to a good ecological environment.This paper comprehensively considers the effective rainfall and crop water demands in the irrigation region.A water resource optimal allocation model is set up with the goal of maximizing economic benefits,which applies an artificial bee colony algorithm to solve the model.The Zaohe Irrigation Region of Suqian City is selected as a case study to verify the performance of the proposed model.The results show that,compared with the traditional empirical water allocation method,the proposed optimal allocation method can contribute to an economic benefit of 8.33×10~8 RMB,and the total water consumption can be reduced by about 10 million m~3,which mainly comes from surface water.In addition,the water allocation of crops in the irrigation region is more reasonable,and the crop planting structure is also improved.

关 键 词：人工蜂群算法 水资源 优化配水 灌区 

分 类 号：S274[农业科学—农业水土工程]