Semi-supervised learning-based muck truck stealing judgment method, system and device
A semi-supervised learning and discrimination method technology, applied in the field of physics, can solve problems such as poor vehicle quality and safety performance, poor quality management, environmental sanitation, etc., to ensure orderly operation, improve supervision and efficiency, and improve work efficiency. Effect
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[0049] The semi-supervised learning-based method, system and device for judging the dumping of a muck truck according to the present invention will be further described in detail below in conjunction with the accompanying drawings.
[0050] Such as Figure 1 ~ Figure 3 As shown, the present invention is based on the semi-supervised learning method for judging the stole of the muck truck, including:
[0051] (1) Source data preparation process
[0052]The original data is the GP step S positioning data of the vehicle (including license plate number, driving time, longitude, latitude, speed, etc.), CAN bus data collected by OBD (including license plate number, time, speed, speed, engine load, expected engine speed, Instantaneous fuel consumption) and manually recorded data of muck truck loading (including license plate number, time, loading time, unloading time).
[0053] Preprocess the vehicle positioning data and CAN bus data, and then integrate the manually recorded data ac...
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