Fire index prediction method and device, readable storage medium and electronic equipment

A prediction method and fire technology, applied in the direction of prediction, instrumentation, data processing applications, etc., can solve the problems of high monitoring cost and impact

Active Publication Date: 2019-06-04
NEUSOFT CORP
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Problems solved by technology

[0003] In recent years, rapid detection has gradually become a key element in predicting fires. However, due to the high cost of traditio

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  • Fire index prediction method and device, readable storage medium and electronic equipment
  • Fire index prediction method and device, readable storage medium and electronic equipment
  • Fire index prediction method and device, readable storage medium and electronic equipment

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Embodiment Construction

[0074] Specific embodiments of the present disclosure will be described in detail below in conjunction with the accompanying drawings. It should be understood that the specific embodiments described here are only used to illustrate and explain the present disclosure, and are not intended to limit the present disclosure.

[0075] figure 1 It is a schematic diagram of an implementation environment shown according to an embodiment of the present disclosure. Such as figure 1 As shown, the implementation environment may include: a cloud platform and multiple monitoring points, for example, monitoring point 1, monitoring point 2, . . . , monitoring point N. Wherein, in each monitoring point, a sensor group can be set, and the sensor group can include one or more sensors for collecting data on fire hazard factors, for example, sensors for collecting the humidity of combustibles on the soil surface, using Sensors for collecting the temperature of combustibles on the soil surface, e...

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Abstract

The invention relates to a fire index prediction method and device, a readable storage medium and electronic equipment. The method comprises the following steps: acquiring data of various fire disaster causing factors at the current moment; Generating a first feature map corresponding to the plurality of fire disaster causing factors at the current moment according to the data of the plurality offire disaster causing factors at the current moment; Performing Fourier transform on the data of the plurality of fire disaster-causing factors at the current moment; Generating a second feature map corresponding to a plurality of fire disaster-causing factors at the current moment according to the data obtained after conversion at the current moment; According to the first feature map and the second feature map, generating a target feature map corresponding to various fire disaster-causing factors at the current moment; And inputting the target feature map into a prediction model corresponding to the fire index to obtain a predicted value of the fire index. Therefore, recognition of the image features by the prediction model corresponding to the fire index is facilitated, so that the fireindex prediction accuracy is improved, and the probability of fire occurrence and the loss caused by the fire are reduced to the maximum extent.

Description

technical field [0001] The present disclosure relates to the field of fire monitoring, in particular to a fire index prediction method, device, readable storage medium and electronic equipment. Background technique [0002] Forest fire has become an environmental problem that has attracted much attention. It will not only cause huge economic losses and serious ecological damage, but also have a catastrophic impact on human life. Forest fires occur for a variety of reasons (e.g. human negligence and lightning), and millions of hectares of forests die each year around the world, despite huge spending by an increasing number of countries to contain the disaster. [0003] In recent years, rapid detection has gradually become a key factor in predicting fires. However, due to the high cost of traditional monitoring and the greater influence of subjective factors, people have gradually paid attention to and developed automated solutions. Therefore, how to use various technical mea...

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Application Information

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IPC IPC(8): G06Q10/04G06Q10/06G06Q50/26
Inventor 赵赫孟健程万军何光宇
Owner NEUSOFT CORP
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