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基于遗传算法的数字孪生智慧水利控制系统设计

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介绍了一种基于遗传算法的数字孪生智慧水利控制系统设计方法.该方法应用数字孪生技术构建智慧水利系统,以应对全球水资源紧缺和水灾频发的问题.通过建立数字孪生模型和结合物联网、云计算、人工智能等技术,实时监测和智能化控制水利系统.研究内容包括液压控制系统在大坝中的应用、智能灯光控制系统的设计、数字孪生模型的建立、实时监测和智能化控制的实现以及优化分析等.同时,深入探讨了数字孪生智慧水利项目所面临的难题和具体意义.最后,提出了一套完整的技术路线,以解决水资源管理效率低下、自然灾害防范不足、水质污染治理困难和水利工程运行维护成本高等问题.
Design of Digital Twin Intelligent Water Conservancy Control System Based on Genetic Algorithm
This paper introduces the design of a digital twin intelligent water conservancy control system based on genetic algorithm.This method applies digital twin technology to construct a smart water conservancy system to address the global issues of water scarcity and frequent floods.By establishing a digital twin model and combining technologies such as the Internet of Things,cloud computing,and artificial intelligence,real-time monitoring and intelligent control of water conservancy systems can be achieved.The research content includes the application of hydraulic control systems in dams,the design of intelligent lighting control systems,the establishment of digital twin models,the implementation of real-time monitoring and intelligent control,and optimization analysis.At the same time,in-depth discussions were conducted on the challenges and specific significance faced by digital twin smart water conservancy projects.Finally,a complete technical roadmap was proposed to address issues such as low efficiency in water resource management,insufficient prevention of natural disasters,difficulties in water pollution control,and high operating and maintenance costs of water conservancy projects.

digital twin technologyintelligent water conservancy systemhydraulic control systemintelligent lighting controlIoT

岑淑桢、杨向东、夏靖邦、陈黄飞

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广州华立学院,广东 广州 511300

数字孪生技术 智慧水利系统 液压控制系统 智能灯光控制 物联网

2024

自动化应用
重庆西南信息有限公司

自动化应用

影响因子:0.156
ISSN:1674-778X
年,卷(期):2024.65(17)