Lithium ion battery fire extinguishing method and system based on image recognition
A lithium-ion battery, image recognition technology, applied in fire rescue and other directions, can solve the problems of too simple, inability to accurately fire the energy storage system, etc., to improve the efficiency of use, high utilization of fire extinguishing agents, and achieve the effect of intelligent and precise control
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[0092] The present invention provides a fire intensity prediction method:
[0093] When a fire occurs, use the arranged temperature detectors and smoke detectors to determine whether a fire has occurred, according to the value of the temperature and temperature rise rate of the energy storage module, and the smoke detector network to obtain the early warning trigger signal of the smoke detector. The occurrence criterion is:
[0094]
[0095] Among them, P is the criterion parameter for fire occurrence; λ1 is the temperature rise rate weight factor, which ranges from 0.02 to 0.2; T is the temperature of the energy storage module; λ2 is the temperature difference weight factor, which ranges from 0.04 to 0.1; Signal weight factor, ranging from 5 to 10; F is the smoke trigger factor, F=1 when it is triggered, and F=0 when it is not triggered. When the P value reaches the critical value, it indicates that the fire is triggered, and the fire fighting system is activated. The cri...
Embodiment 1
[0121] see figure 1 and figure 2 As shown, the present invention provides a lithium-ion battery fire extinguishing system based on image recognition, comprising: a fire extinguishing agent cylinder 1, a pressure reducing valve 2, a flow control gauge 3, a digital pressure gauge, a temperature detector 4, and a smoke detector 5. High-speed camera 6, injection pipeline 7, automatic multi-directional composite nozzle 8 and intelligent control terminal 9.
[0122] In order to achieve the fire extinguishing function, the system is preferably a gas fire extinguishing agent. In this system, the fire extinguishing agent cylinder 1 is used to store the gas fire extinguishing agent, and the cylinder is equipped with a pressure reducing valve 2 and a flow control meter 3. By connecting the pressure reducing valve 2 and the flow control meter 3, the safety and controllability of the fire extinguishing agent injection process is ensured. The volume of the fire extinguishing agent cylind...
Embodiment 2
[0128] see Figure 4 As shown, the present invention provides an image recognition-based fire extinguishing method for lithium ion batteries, comprising the following steps:
[0129] S1, obtain the data collected in real time by the temperature detector 4 and the smoke detector 5; judge whether a fire has occurred according to the obtained data collected in real time by the temperature detector 4 and the smoke detector 5; if so, go to step S2, otherwise no Action, continue to obtain the real-time data collected by the temperature detector 4 and the smoke detector 5;
[0130] The criteria for fire occurrence are:
[0131]
[0132] Among them, P is the criterion parameter for fire occurrence; λ1 is the temperature rise rate weight factor, which ranges from 0.02 to 0.2; T is the temperature of the energy storage module; λ2 is the temperature difference weight factor, which ranges from 0.04 to 0.1; Signal weight factor, ranging from 5 to 10; F is the smoke trigger factor, F=1...
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