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Building monitoring method and system based on big data artificial intelligence, and storage medium

A technology of artificial intelligence and monitoring system, which is applied in the field of building safety monitoring, can solve the problems of inapplicability to industrial buildings, analysis, and single analysis data, and achieve the effect of facilitating timely maintenance in the later stage

Pending Publication Date: 2022-02-01
HANGXIAO STEEL STRUCTURE
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] The present invention proposes a building monitoring method, system and storage medium based on big data and artificial intelligence, aiming to solve the problem that the analysis data is relatively single when analyzing the health status of building structures in the prior art, which cannot be applied to harsh environments or more complex buildings. Industrial buildings, thereby preventing comprehensive building health analysis

Method used

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  • Building monitoring method and system based on big data artificial intelligence, and storage medium
  • Building monitoring method and system based on big data artificial intelligence, and storage medium
  • Building monitoring method and system based on big data artificial intelligence, and storage medium

Examples

Experimental program
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Embodiment 1

[0060] figure 1 A schematic structural diagram of a building monitoring system based on big data artificial intelligence according to an embodiment of the present application is shown.

[0061] Such as figure 1 As shown, the building monitoring system of this embodiment includes a sensor module 10 , a data preprocessing module 20 and an intelligent analysis and grade determination module 30 .

[0062] specific,

[0063] The sensor module 10 is used to acquire various sensory data of the building to be tested. The data preprocessing module 20 is used to obtain the durability influencing factor data of the building to be tested through data preprocessing according to various sensory data. The intelligent analysis and level judgment module 30 is used to input the data of the durability influencing factors of the building to be tested into the trained building analysis model to obtain the health status of the building to be tested; wherein, the trained building analysis model i...

Embodiment 2

[0102] This embodiment provides a building monitoring method. For details not disclosed in the building monitoring method of this embodiment, please refer to the specific implementation content of the building monitoring system in other embodiments.

[0103] image 3 It shows a flow chart of steps of a building monitoring method based on big data artificial intelligence according to an embodiment of the present application.

[0104] Such as image 3 As shown, a building monitoring method provided in this embodiment specifically includes the following steps:

[0105] S101: Acquire various sensory data of the building to be tested.

[0106] Specifically, a variety of sensing data is obtained through temperature sensors, humidity sensors, CO2 sensors, pH sensors, optical detectors and / or infrared thermal imaging detectors; and then the various sensing data are remotely transmitted through the network.

[0107] S102: Obtain the durability influencing factor data of the building...

Embodiment 3

[0127] This embodiment provides a building monitoring device. For details not disclosed in the building monitoring device in this embodiment, please refer to the specific implementation content of the building monitoring method or system in other embodiments.

[0128] Figure 4 A schematic structural diagram of a building monitoring device 400 according to an embodiment of the present application is shown in .

[0129] Such as Figure 4 As shown, the building monitoring device 400 includes:

[0130] Memory 402: for storing executable instructions; and

[0131] Processor 401: used to connect with memory 402 to execute executable instructions so as to complete the motion vector prediction method.

[0132] Those skilled in the art can understand that the Figure 4 It is only an example of the building monitoring device 400, and does not constitute a limitation to the building monitoring device 400. It may include more or less components than shown in the illustration, or comb...

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Abstract

The invention provides a building monitoring method and system based on big data artificial intelligence, and a storage medium, and the method comprises the steps: obtaining various kinds of sensing data of a to-be-monitored building, and obtaining the durability influence factor data of the to-be-monitored building through data preprocessing according to the various kinds of sensing data; inputting durability influence factor data of the to-be-tested building into the trained building analysis model to obtain a health state of the to-be-tested building, wherein the deep learning based on the big data sample obtains the trained building analysis model. According to the invention, big data is combined with the machine learning technology to carry out industrial building health state analysis on the industrial building, various types of sensing data are acquired through various types of sensors, various industrial building durability influence factors are determined through correlation analysis, and finally, the industrial building health state is analyzed and determined through the machine learning model. Therefore, real-time health assessment of the industrial building in a severe environment is realized, and later timely maintenance of the industrial building is facilitated.

Description

technical field [0001] The application belongs to the technical field of building safety monitoring, and in particular relates to a building monitoring method, system and storage medium based on big data artificial intelligence. Background technique [0002] The existing analysis of the health status of building structures mostly analyzes and monitors the health status of buildings through the collection of stress-strain performance. However, the analysis data of this type of method is relatively single, and it cannot be applied to industrial buildings in harsh environments, let alone conduct a comprehensive health analysis of industrial buildings with more complex reinforced concrete structures; [0003] Reinforced concrete structure refers to a structure made of concrete reinforced with steel bars; at present, with the continuous development of industrialization, a large number of industrial buildings have sprung up. Unlike buildings for other purposes, industrial building...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F30/27G06N3/04G06N3/08G01D21/02G06F119/04
CPCG06F30/27G06N3/04G06N3/08G01D21/02G06F2119/04
Inventor 王振众董世权黄亦雅牛鹏飞
Owner HANGXIAO STEEL STRUCTURE
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