Fire index prediction method, device, readable storage medium and electronic equipment
A prediction method and fire technology, which is applied in the direction of prediction, data processing applications, instruments, etc., can solve the problems of impact and expensive monitoring, and achieve the effect of improving accuracy, reducing the probability of fire occurrence and the loss caused by fire
Active Publication Date: 2021-06-25
NEUSOFT CORP
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[0003] In recent years, rapid detection has gradually become a key element 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
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[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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The present disclosure relates to a fire index prediction method, device, readable storage medium and electronic equipment. The method includes: obtaining the data of various fire hazard-causing factors at the current moment; generating the first characteristic map corresponding to the various fire hazard-causing factors at the current moment according to the data of the various fire hazard-causing factors at the current moment; Perform Fourier transform on the data of various fire hazard-causing factors; generate the second characteristic map corresponding to various fire hazard-causing factors at the current moment according to the data obtained after the down-transformation at the current moment; according to the first characteristic map and the second characteristic map , to generate the target feature map corresponding to various fire hazard factors at the current moment; input the target feature map into the prediction model corresponding to the fire index, and obtain the predicted value of the fire index. Therefore, it is more helpful for the prediction model corresponding to the fire index to recognize the image features, thereby improving the accuracy of the fire index prediction, and minimizing the probability of fire occurrence and the loss caused by the fire.
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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IPC IPC(8): G06Q10/04G06Q10/06G06Q50/26
Inventor 赵赫孟健程万军何光宇
Owner NEUSOFT CORP