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A method and device for detecting water leakage in a pipe gallery

A detection method and pipe gallery technology, applied in water conservation, pipeline system, character and pattern recognition, etc., can solve the problems of incomplete water leakage monitoring ability of pipe gallery, high cost of manual monitoring, low efficiency, etc., to eliminate external environmental factors The impact of real-time detection

Active Publication Date: 2022-05-17
ROPEOK TECHNOLOGY GROUP CO LTD +2
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Problems solved by technology

[0007] In view of the incomplete water leakage monitoring capability of the existing pipe gallery mentioned above, the high cost and low efficiency of manual monitoring

Method used

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  • A method and device for detecting water leakage in a pipe gallery
  • A method and device for detecting water leakage in a pipe gallery
  • A method and device for detecting water leakage in a pipe gallery

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Embodiment Construction

[0032] In order to make the purpose, technical solutions and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings. Obviously, the described embodiments are only some of the embodiments of the present invention, rather than all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0033] figure 1 It shows an exemplary device architecture 100 to which the method for detecting water leakage in a pipe gallery or the device for detecting water leakage in a pipe gallery according to the embodiments of the present application can be applied.

[0034] Such as figure 1 As shown, the device architecture 100 may include terminal devices 101 , 102 , 103 , a network 104 and a server 105 . The network 104 is used as a mediu...

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Abstract

The invention discloses a method and device for detecting water leakage in a pipe gallery. By respectively monitoring the humidity of the air inlet and the air outlet of the pipe gallery section in real time, the first humidity detected at the air inlet and the second humidity detected at the air outlet are obtained. Humidity; the first humidity and the second humidity are input into a neural network composed of RNN units and a fully connected structure to obtain an output result. The neural network includes an input layer, a hidden layer and an output layer, and the hidden layer includes a first hidden layer and a second hidden layer. Layer, the first hidden layer includes 4 recursive RNN units; and by judging whether the output result is greater than or equal to the preset threshold value, the water leakage warning is given to the pipe gallery section. By comparing the humidity data at the air inlet and outlet of the pipe gallery section, the influence of the external environment on the interior of the pipe gallery is eliminated, so that the humidity change inside the pipe gallery can be independently observed, so as to infer whether there is any water leakage . Therefore, the influence of external environmental factors is excluded, and the water leakage of the pipe gallery can be detected efficiently and accurately in real time.

Description

technical field [0001] The invention relates to the field of pipe gallery monitoring, in particular to a method and device for detecting water leakage in a pipe gallery. Background technique [0002] The underground comprehensive pipe gallery is a modern, scientific, Intensive urban infrastructure, which implements unified planning, unified design, unified construction and management of various pipeline facilities, is an important infrastructure and "lifeline" to ensure urban operation. The underground comprehensive pipe gallery system not only alleviates the problem of urban traffic congestion, but also greatly facilitates the maintenance and repair of municipal facilities such as electricity, communications, gas, water supply and drainage, which can save urban land, prolong the service life of pipelines, improve the urban environment, and reduce the cost of pipelines. The purpose of maintaining costs, and unifying information systems and intelligent management, to enhance...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): F17D5/02G06K9/62G06N3/04
CPCF17D5/02G06N3/044G06N3/045G06F18/24Y02A20/00
Inventor 叶维晶林亚杰吴俊陈明建苏松剑江文涛连桄雷熊静邹蓉珠林森钦
Owner ROPEOK TECHNOLOGY GROUP CO LTD
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