Small waterway water surface garbage intelligent cleaning device
A technology of water surface garbage and cleaning device, which is applied in the direction of open water surface cleaning, water conservancy engineering, construction, etc., can solve the problems of water supply, adverse effects of shipping, reduction of power generation benefits of hydropower stations, and safety threats to the operation of water conservancy hubs, etc., and achieves significant application value. Improve work stability and avoid blockage
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Embodiment 1
[0038] Such as Figure 1-8 Among them, a small water channel water surface garbage intelligent cleaning device includes a main control device 2, a garbage bin 3, a collection device 4, and a mobile structure 5. The main control device 2, garbage bin 3 and mobile structure 5 are arranged on the water channel 1 , the mobile structure 5 is provided with a collecting device 4;
[0039] The moving structure 5 includes a support plate 36 erected on the waterway 1, the support plate 36 is provided with a second chute 37, the two ends of the support plate 36 are connected with the first roller 39 through the driving device 40, and the first roller 39 is arranged in the first chute 34 on the support frame 33, the support frame 33 is connected with the installation groove 45 on the water channel 1 through a plurality of second hydraulic rods 35, and the second chute 37 is provided with a mobile car 32, and the mobile car 32 is connected with collecting device 4;
[0040] The collectio...
Embodiment 2
[0050] Such as Figure 1-9 Among them, a cleaning method of a small waterway water surface garbage intelligent cleaning device includes the following steps:
[0051] 1 The water surface image is captured by the camera device at regular intervals. The image is first segmented by the K-means clustering segmentation method to obtain the segmented binary image, and then feature extraction is performed by the KNN algorithm, which is different from the feature library originally established by the KNN algorithm. Make a comparison and judge whether it is garbage;
[0052] 2 When it is determined that it is garbage, calculate the size and center position of the garbage, calculate the average speed and direction of movement of the garbage in real time through the center position calculated by multiple images taken at a certain time period, and then predict the direction of garbage movement through time series, Finally, the neural network algorithm optimized by the genetic algorithm is...
Embodiment 3
[0056] Such as Figure 1-9 Among them, in the actual use of a small water channel water surface garbage cleaning device, the main control device 2 and the auxiliary control device 9 are based on Raspberry Pi 3B+, analyze the image transmitted by the vision module and receive feedback information from each mechanism, and then control the motor, The hydraulic rod and the steering gear cooperate to complete the garbage collection process. The camera device 12 adopts a CCD camera and an image acquisition card. The CCD camera is a USBFHD01M camera. The image acquisition card adopts a PCI-V211 FW2000 image acquisition card. motor.
[0057] When the device is actually used, the main control device 2 starts to work after accepting the operating program manually set to it, and transmits the control command to the auxiliary control device 9, and the liquid level sensor 38 collects water level information and transmits it to the auxiliary control device 9. The hydraulic rod 35 controls ...
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