Fire extinguishing device, method and system based on ground-air cooperation
A fire extinguishing device and ground-air technology, applied in the field of fire extinguishing devices based on ground-air cooperation, can solve the problems of no clear plan for fire extinguishing sequence, property loss, secondary fire, etc., to reduce the probability of secondary danger and loss, and improve The effect of fire extinguishing efficiency
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Embodiment 1
[0048] This embodiment provides a fire extinguishing device based on ground-air cooperation, including a drone, a PC terminal and a fire extinguishing robot, the drone communicates with the PC terminal, and the PC terminal also communicates with the fire extinguishing robot ; The PC end is integrated with a trained neural network smoke recognition model, a trained neural network fire source recognition model, and a fire extinguishing robot fire sequence determination program; wherein the UAV is used for control according to the output of the PC end Instructions arrive at the designated location, and the acquired floor video stream information and fire source scene video stream information are sent to the PC; Firefighting operations.
[0049] Different processes are used to run simultaneously between the drone and the PC, and between the PC and the fire-fighting robot. The PC terminal and the drone perform data transmission through the WIFI module; the PC terminal and the fire...
Embodiment 2
[0051] Such as figure 1 As shown, a ground-air coordination-based fire extinguishing method provided in this embodiment includes:
[0052] Step 101: Obtain the floor video stream information captured by the drone.
[0053] Step 102: Input the floor video stream information into the trained neural network smoke recognition model to determine the floor location information where the fire source is located; specifically include:
[0054] Extracting each frame of floor pictures in the floor video stream information; compressing each frame of the floor pictures; inputting the compressed floor pictures into the trained neural network smoke recognition model in sequence according to time , to determine the location information of the floor where the fire source is located.
[0055] Step 103: Obtain live video stream information of the fire source captured by the UAV on the floor where the fire source is located.
[0056] Step 104: Determine the type information of inflammable and ex...
Embodiment 3
[0063] Such as figure 2 As shown, this embodiment provides a fire extinguishing system based on ground-air cooperation, including:
[0064] The floor video stream information acquisition module 201 is used to acquire the floor video stream information captured by the drone.
[0065] The fire source floor location information determining module 202 is configured to input the floor video stream information into the trained neural network smoke recognition model to determine the floor location information where the fire source is located.
[0066] The fire source scene video stream information acquisition module 203 is used to acquire the fire source scene video stream information captured by the UAV on the floor where the fire source is located.
[0067] The fire source information determination module 204 is used to determine the flammable and explosive article type information near each fire source and the fire situation information of each fire source according to the on-si...
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