Smart city fire protection IOT big data management system

A technology for management systems and fire-fighting objects, applied in data processing applications, biological neural network models, instruments, etc., can solve the problems of not being able to provide fire-fighting reference data in time, high labor and time costs, and unfavorable large-scale development and implementation. , to achieve the effect of responding to fire problems in advance, improving accuracy and effectiveness, and facilitating deployment or alarm

Inactive Publication Date: 2018-10-12
成都恒华光讯科技有限公司
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AI Technical Summary

Problems solved by technology

However, the existing remote monitoring system has poor timeliness and slow response, and cannot provide fire reference data in time, which is not conducive to timely handling of fire al

Method used

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  • Smart city fire protection IOT big data management system
  • Smart city fire protection IOT big data management system
  • Smart city fire protection IOT big data management system

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Embodiment

[0037] Please refer to figure 1 , the present embodiment provides a smart city fire-fighting Internet of Things big data management system, the smart city fire-fighting Internet of Things big data management system includes: a data collection mechanism for collecting historical data and real-time data, and a machine learning mechanism for historical data A data processing mechanism that establishes a predictive model, a data analysis mechanism that uses the predictive model to analyze real-time data to determine the probability of fire occurrence, and a data transmission mechanism that sends the probability of fire occurrence to the customer group.

[0038] Historical data includes hardware information and fire records.

[0039] The hardware information includes the historical usage time of the corresponding firefighting hardware at different times in the past, the historical maintenance of the firefighting hardware, and the historical fire alarm information collected by the f...

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Abstract

The present invention provides a smart city fire protection IOT (Internet of Thighs) big data management system, and relates to the technical field of fire protection. The system comprises a data collection mechanism for collecting historical data and real-time data, a data processing mechanism for performing machine learning on the historical data and establishing a predictive model, a data analysis mechanism for analyzing the real-time data by using the predictive model and making a fire occurrence probability, and a data transmission mechanism for transmitting the fire occurrence probability to customers. The historical data comprises hardware information and fire records. The hardware information comprises the historical usage time of the firefighting hardware corresponding to different moments in the past, historical maintenance of the firefighting hardware, and historical fire alarm information collected by using the firefighting hardware. The fire records comprise the time, theplace and the cause of fire occurrence. The real-time data comprises the real-time usage time of the firefighting hardware, real-time maintenance of the firefighting hardware, and real-time fire alarminformation collected by using the firefighting hardware. According to the system provided by the present invention, the integrated management of the fire protection industry can be implemented, andthe work efficiency and management of fire protection can be improved.

Description

technical field [0001] The invention relates to the technical field of fire protection, in particular to a big data management system of the Internet of Things for fire protection in a smart city. Background technique [0002] At present, in the field of fire protection technology, remote monitoring systems are used to plan and manage fire protection work. However, the existing remote monitoring system has poor timeliness and slow response, and cannot provide fire reference data in time, which is not conducive to timely handling of fire alarm problems. Moreover, the existing remote monitoring system has low operating efficiency, high labor cost and high time cost, which is not conducive to large-scale development and implementation. Contents of the invention [0003] The purpose of the present invention is to provide a big data management system of the Internet of Things for fire protection in a smart city, which can realize the integrated supervision and management of th...

Claims

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Application Information

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IPC IPC(8): G06Q50/26G06Q10/06G06N3/04G06N3/08
CPCG06N3/08G06Q10/0639G06Q50/265G06N3/044G06N3/045
Inventor 郭海华丹刘伟
Owner 成都恒华光讯科技有限公司
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