基于 MEMS 惯性传感器的新型排水管道破损检测:从机制到应用

IF 9.7 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Journal of Cleaner Production Pub Date : 2024-09-04 DOI:10.1016/j.jclepro.2024.143546
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引用次数: 0

摘要

城市水环境污染是全球关注的问题,在发展中国家,城市排水管道破损导致的污水下渗是城市地下水污染和黑臭水体重现的重要因素,准确有效地检测和定位城市排水管道破损对保护城市水资源至关重要。本文以微机电系统(MEMS)惯性传感器为核心部件,开发并组装了一种用于检测排水管道缺陷的装置,并采用改进的累积和(CUSUM)模型对装置沿管道运动的俯仰角进行异常检测,以此作为检测管道破损的一种方法。在排水管道测试的实验室模拟中,在管道破损处外部水渗入管道的渗透率为 2.9%、4.6%、5.8%、9.2% 的情况下,CUSUM 的峰值为 0.709、1.102、3.038、7.990;在管道内污水渗出率为 4.2%、6.4% 的情况下,CUSUM 的峰值为 0.760、1.382。对实验室管道中水流的 CFD 模拟显示,破损点附近水面的变化趋势与实验室测试中装置运动俯仰角的异常波动高度重合。最后,作者在 A 市的市政排水沟上对该装置进行了测试,结果证明了该装置的可靠性和高精确度。该装置通过加快城市排水管道缺陷检测速度和降低检测费用,改善了城市水环境的生态质量。
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Novel drainage pipeline breakages detection based on MEMS inertial sensor: From mechanism to application

Urban water environment pollution is a global concern, in developing countries, sewage infiltration resulting from urban drainage pipelines breakage is an essential element in the urban groundwater pollution and the recurrence of black odor water bodies, it is crucial to accurately and efficiently detection and localisation of urban drainage pipelines breakage to protect the urban water resources. In this paper, a device for detecting defects in drainage pipelines was developed and assembled using microelectromechanical systems (MEMS) inertial sensors as the core components, and the improved cumulative sum (CUSUM) model was used for anomalous detection of the pitch angle of the device's movement along the course of the pipeline as a method of detecting pipeline breakage. In the laboratory simulation of drainage pipeline tests, the CUSUM peaks (0.709, 1.102, 3.038, 7.990) for the case of external water infiltration rates into the pipeline at the point of pipe breakage (2.9%, 4.6%, 5.8%, 9.2%), and for the cases of sewer exfiltration rates in the pipeline of 4.2% and 6.4% (0.760, 1.382). CFD simulations of the water flow in the laboratory pipeline show a high degree of overlap between the trend of the water surface near the point of breakage and the anomalous fluctuations in the pitch angle of the device motion in the laboratory tests. Finally, the authors tested the device on municipal drains in the city of A. The results demonstrated the reliability and high accuracy of the device. The device enables to improve the ecological quality of urban water environment by accelerating the rate of defect detection in urban drainage pipelines and reducing the detection expenses.

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来源期刊
Journal of Cleaner Production
Journal of Cleaner Production 环境科学-工程:环境
CiteScore
20.40
自引率
9.00%
发文量
4720
审稿时长
111 days
期刊介绍: The Journal of Cleaner Production is an international, transdisciplinary journal that addresses and discusses theoretical and practical Cleaner Production, Environmental, and Sustainability issues. It aims to help societies become more sustainable by focusing on the concept of 'Cleaner Production', which aims at preventing waste production and increasing efficiencies in energy, water, resources, and human capital use. The journal serves as a platform for corporations, governments, education institutions, regions, and societies to engage in discussions and research related to Cleaner Production, environmental, and sustainability practices.
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