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Intelligent monitoring method of waterproof performance of early warning subway shield tunnel segment joints

A technology of tunnel segment and subway shield, which is applied in the field of shield tunnel engineering, can solve the problems of long detection and analysis cycle, large demand for personnel, and reduce the efficiency of manual detection, so as to improve the monitoring accuracy and efficiency, prolong the operation life, Realize the effect of intelligence

Active Publication Date: 2019-07-12
THE FRONTIER TECH RES INST OF TIANJIN UNIV
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AI Technical Summary

Problems solved by technology

[0003] At present, the domestic traditional shield tunnel water leakage monitoring method is to arrange four professionally qualified personnel to conduct regular inspections on the shield tunnel, including: lighting, photographing, tunnel inspection and recording. It takes about 3 hours to 4 hours for each section. After obtaining the data, it is necessary to arrange personnel to organize and analyze it. 1 shield section requires 3 to 4 personnel to spend 1 day. Taking 20 sections of a typical subway tunnel line as For example, it takes about 800 hours and 160 person-times to complete the detection of one line. During the detection process, due to the negligence of the staff, the detection points are ignored, data errors and other reasons reduce the efficiency of manual detection. At the same time, the detection and analysis cycle of traditional methods is too long And the demand for personnel is too large, which greatly reduces the detection efficiency of the waterproof performance of the subway shield tunnel

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  • Intelligent monitoring method of waterproof performance of early warning subway shield tunnel segment joints

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Embodiment Construction

[0059]In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be described in further detail below in conjunction with the accompanying drawings:

[0060] Based on the BP artificial neural network intelligent algorithm, the present invention proposes an early warning intelligent monitoring system for the joint waterproof performance of the subway shield tunnel segment in view of the problems in the traditional detection method for the seam waterproofing of the subway shield tunnel. Supervised learning of the sample data representing the waterproof ability of the joints, forming a neural network model of the waterproof ability of the seams, and diagnosing and analyzing the opening and misalignment of the joints of the formed shield tunnel segments, using this as an intermediate bridge to make Prediction and early warning of waterproof ability of segment joints.

[0061] see figure 1 The intelligent monitoring ...

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Abstract

The invention relates to an intelligent monitoring method of waterproof performance of early warning subway shield tunnel segment joints, which is used for monitoring waterproof performance of segmentjoints. An adopted segment joint monitoring system comprises a displacement sensor monitoring device, a slide rail fixed on the inner wall of the tunnel segment axially, a mobile data receiver and anupper computer, the displacement sensor monitoring device comprises an optical fiber displacement sensor, a reflector sheet, a laser source, a photoelectric converter, and a data collector, and the mobile data receiver can move along the slide rail so as to receive and transmit data of the data collector distributed in the shield tunnel to the upper computer regularly.

Description

technical field [0001] The invention belongs to the field of shield tunnel engineering, and more specifically relates to an intelligent monitoring method for waterproof performance of joints of subway shield tunnels. Background technique [0002] During the operation of the subway shield tunnel, the leakage of water at the joints of the segment has an adverse effect on the health of the tunnel structure, which may weaken the durability and applicability of the tunnel. If it is not treated in time, the water seepage outside the pipe ring will cause the surrounding soil The loss of particles will cause changes in the stress field outside the pipe ring, which will have a certain adverse effect on the structure of the pipe ring. On the other hand, water seepage from the joints will penetrate into the joints of the segments after passing through the gasket. Under a certain carbon dioxide concentration and relative humidity environment, it is easy to cause The carbonization of joi...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G01B11/02G06N3/08
CPCG01B11/02G06N3/084
Inventor 丁超张稳军卢权威高文元王祎上官丹丹李宏亮
Owner THE FRONTIER TECH RES INST OF TIANJIN UNIV
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