基于循環(huán)卷積神經(jīng)網(wǎng)絡(luò)的城市住宅污水管道防堵塞監(jiān)測(cè)系統(tǒng)技術(shù)研究及應(yīng)用

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摘要：隨著新時(shí)代現(xiàn)代化智慧城市的建設(shè)發(fā)展，基于物聯(lián)網(wǎng)技術(shù)、大數(shù)據(jù)技術(shù)、BIM技術(shù)的城市住宅污水管道防堵塞監(jiān)測(cè)技術(shù)正向著數(shù)字化、自動(dòng)化、智能化的方向發(fā)展。文章針對(duì)基于循環(huán)卷積神經(jīng)網(wǎng)絡(luò)的城市住宅污水管道防堵塞監(jiān)測(cè)技術(shù)進(jìn)行了研究，并設(shè)計(jì)了可實(shí)際應(yīng)用于城市住宅污水管道防堵塞監(jiān)測(cè)系統(tǒng)的工程設(shè)備。

關(guān)鍵詞：循環(huán)卷積神經(jīng)網(wǎng)絡(luò)；非侵入式電容傳感器測(cè)量；污水管道防堵塞監(jiān)測(cè)系統(tǒng)

doi：10.3969/J.ISSN.1672-7274.2023.11.027

中圖分類號(hào)：TN 948.6，TP 391.41          文獻(xiàn)標(biāo)志碼：A           文章編碼：1672-7274（2023）11-00-03

Anti Clogging Monitoring System Technology of Urban Residential Sewage Pipeline Based on Cyclic Convolutional Neural Network Research and Application

TANG Jinyuan LIN Haimi TIAN Qingqing WANG Siwei

（1. Chengdu Vocational and Technical College of Industry and Trade， Chengdu 611731， China;

2. China Railway Eighth Bureau Group Construction Engineering Co.， Ltd.， Chengdu 610097， China）

Abstract： With the construction and development of modern smart cities in the new era， the anti clogging monitoring technology of urban residential sewage pipes based on Internet of Things technology， Big data technology and BIM technology is developing in the direction of digitalization， automation and intelligence. In this paper， the anti clogging monitoring technology of urban residential sewage pipe based on the cyclic Convolutional neural network is studied， and the engineering equipment that can be applied to the anti clogging monitoring system of urban residential sewage pipe is designed and manufactured.

Key words： cyclic convolutional neural network; non invasive capacitive sensor measurement; anti clogging monitoring system for sewage pipelines

1   研究背景

目前，城市住宅高層建筑數(shù)量多，人口集中，用水量增大，導(dǎo)致污水管道經(jīng)常處于超負(fù)荷狀態(tài)。（剩余3778字）