Fire prediction method and device based on smoke sensing and temperature sensing and electronic equipment

Abstract

One or more embodiments of the invention provide a fire prediction method and device based on smoke sensing and temperature sensing and electronic equipment. The fire prediction method comprises the steps of obtaining an original alarm data set; inputting the original alarm data set into a first detection classification model to obtain predicted values of probabilities of normal alarm and false alarm; inputting the original alarm data set into a second detection classification model to obtain a predicted alarm area and alarm equipment; inputting the original alarm data set into a third detection classification model to obtain a predicted alarm time range; and outputting a prediction result according to the prediction values of the probabilities of normal alarm and false alarm, the predicted alarm area, the alarm equipment and the predicted alarm time range. According to the embodiment of the invention, the method is used to obtain the prediction data of the time, place, influence range and probability of the fire through the machine learning algorithm, obtain the processing scheme of fire early warning through the analysis of the prediction data, carry out the timely execution, effectively reduce the occurrence rate of the fire, and avoid the loss caused by the fire.

Description

technical field [0001] One or more embodiments of this specification relate to the technical field of fire safety, and in particular to a fire prediction method, device and electronic equipment based on smoke and temperature. Background technique [0002] The detection of vibration and temperature sense is a combination of smoke sensor and semiconductor temperature sensor from the process structure and circuit structure to detect abnormal smoke and temperature in the surrounding environment, and convert the received smoke signal and temperature signal into electrical signal and perform alarm processing. [0003] At present, for the alarm problem of smoke and temperature, the alarm is mainly carried out through the alarm, and the passive emergency treatment is carried out in the form of manual judgment. Due to the lack of a complete data statistical analysis basis and a mature treatment plan, the smoke and temperature The efficiency of fire disposal at the time of alarm is l...

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Problems solved by technology

[0004] In view of this, the purpose of one or more embodiments of this specification is to propose a fire prediction method, device and electronic equipment based on smoke and temperature to solve Slow analysis and processing of smoke and temperature alarms

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