市政工程智能泵站建设中的难题与发展趋势  

Challenges and Development Trends in the Construction of Intelligent Pumping Stations for Municipal Engineering

作　　者：高文龙 GAO Wen-long(The 3th Engineering Co.,Ltd.of China Railway 18th Bureau Group,Zhuozhou,Hebei 072750,China)

机构地区：[1]中铁十八局集团第三工程有限公司,河北涿州072750

出　　处：《广东水利电力职业技术学院学报》2025年第2期29-33,共5页Journal of Guangdong Polytechnic of Water Resources and Electric Engineering

摘　　要：随着信息技术的发展和智能化的推进,市政工程智能泵站建设面临新的机遇和挑战。在此背景下,针对市政工程智能泵站建设中的难题进行分析研究,利用人工智能技术开发了ANFIS-His和ANFIS-Opt两个实时泵站运行模型,再通过应用禁忌搜索算法进行优化,从而实现对实时泵机运行的优化。实例结果显示:设计方法的MAE结果为0.05,CC结果为0.96。表明设计方法能够有效实现泵站控制,有助于更好地管理洪水事件,提升城市的抗洪能力。With the development of information technology and the advancement of intelligence,the construction of intelligent pumping stations for municipal engineering is facing new opportunities and challenges.In this context,an analysis of the challenges in municipal intelligent pumping station construction was conducted.Two realtime pumping station operation models,ANFIS-His and ANFIS-Opt,were developed using artificial intelligence technology.Optimization was further achieved through the application of the tabu search algorithm,enabling realtime optimization of the pumping operation.The analysis results showed that the proposed method achieved a MAE of 0.05 and a CC of 0.96.These results indicate that the design method can effectively control pump station operations,contributing to better flood event management and enhancing urban flood resistance capacity.

关 键 词：市政工程 智能泵站 信息技术 创新管理理念 智慧泵站一体化平台 

分 类 号：TV675[水利工程—水利水电工程]