供水
可靠性(半导体)
管道运输
控制(管理)
管道(软件)
计算机科学
供水管网
农村地区
水资源
运筹学
环境经济学
数学优化
算法
工程类
环境工程
经济
数学
人工智能
物理
生物
病理
医学
功率(物理)
量子力学
程序设计语言
生态学
作者
Bo Wang,Yang Qi,Ruiyang Sun,Zihan Chen,Xiangtian Nie
出处
期刊:Processes
[Multidisciplinary Digital Publishing Institute]
日期:2023-04-12
卷期号:11 (4): 1190-1190
摘要
Optimizing Rural Water Supply Network (RWSN) is the basis for improving rural people’s lives and improving people’s health. Currently, the RWSN in China is relatively backward and can no longer meet the needs of the unified management of rural water resources. To optimize the RWSN, this study innovatively established a Multi-Objective Optimization Mathematical Model (MOMM) of RWSN, combining economic factors and reliability. This experiment first analyzes the characteristics of the RWSN system and then establishes a MOMM of a water supply network. NSGA-II algorithm and LM algorithm are introduced to handle the multi-objective model. The research results show that compared to Web decision tools, the RWSN based on the LM-NSGA-II algorithm can save 5.4% of the total annual cost of water supply pipelines. Therefore, the MOMM of the rural water supply pipeline based on the LM-NSGA-II algorithm has better economy and reliability. The experiment aims to provide certain reference values for the optimal control of RWSN through this study.
科研通智能强力驱动
Strongly Powered by AbleSci AI