Driving behavior anomaly detection method and device and industrial equipment
A technology for anomaly detection and industrial equipment, applied to instruments, character and pattern recognition, computer components, etc., can solve problems such as uncertainty, manual inspection that cannot be supervised by a large number of personnel, time lag, etc., and meet the norms Effects of driving behavior, ensuring construction safety, and improving work efficiency
A technology for anomaly detection and industrial equipment, applied to instruments, character and pattern recognition, computer components, etc., can solve problems such as uncertainty, manual inspection that cannot be supervised by a large number of personnel, time lag, etc., and meet the norms Effects of driving behavior, ensuring construction safety, and improving work efficiency
CN110443219AActive Publication Date: 2019-11-12ROOTCLOUD TECH CO LTD +4
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[0036] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. The components of the embodiments of the invention generally described and illustrated in the figures herein may be arranged and designed in a variety of different configurations.
[0037] Accordingly, the following detailed description of the embodiments of the invention provided in the accompanying drawings is not intended to limit the scope of the claimed invention, but merely represents selected embodiments of the invention. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without making creative efforts belong to the protection scope of the present invention.
[0038] It should be noted that relative ter...
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The embodiment of the invention provides a driving behavior anomaly detection method and device and industrial equipment, and relates to the technical field of industrial control. According to the method and the device, video information of a driver and working condition information of industrial equipment are acquired, operation behavior characteristics of the driver are obtained according to thevideo information, and according to the working condition information, the workflow characteristics of the industrial equipment are obtained, and then characteristic fusion is performed on the operation behavior characteristics and the workflow characteristics to obtain the driving behavior characteristics of the driver, thereby obtaining a driving behavior detection result by utilizing a pre-established first neural network according to the driving behavior characteristics. Therefore, the driving state of the driver is monitored by combining the operation behavior of the driver and the working condition information of the industrial equipment, the driving behavior of the driver can be standardized, the construction safety is guaranteed, and the working efficiency is improved.
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technical field [0001] The present invention relates to the technical field of industrial control, in particular to a method, device and industrial equipment for abnormal driving behavior detection. Background technique [0002] In the process of modern construction operations, almost all kinds of mechanical equipment are used, such as excavators, pumps, transport vehicles, etc. Different mechanical equipment will face different working conditions during the operation process, and the operating procedures used by the drivers for mechanical equipment under different working conditions are also different. Therefore, during the construction process, the driver's ability to timely adopt operations that are consistent with the current workflow plays a vital role in the operation safety of mechanical equipment, and can also greatly improve the production efficiency of operations. [0003] At present, to standardize the driving behavior of drivers on the construction site, it is m...
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Patent Timeline
12 Nov 2019
Publication
CN110443219A
- IPC
- G06K9/00; G06K9/46; G06K9/62
- CPC
- G06V20/597; G06V10/40; G06F18/253
- Inventors
- 郑雷; 刘晓宁