A device failure alarm method and system
A technology of equipment failure and alarm system, applied in the direction of instruments, error detection/correction, calculation, etc., can solve the problems of low efficiency of manual monitoring
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Embodiment 1
[0052] see figure 1 As shown, the embodiment of the present invention provides a device failure alarm method, including the following steps:
[0053] Obtain pictures containing equipment on which identifiable information patterns are arranged;
[0054] Recognizing the information pattern in the picture based on the deep learning algorithm model to obtain device information, and detecting the indicator light in the picture to obtain indicator light information;
[0055] Judging the working status of the indicator light on the device according to the information pattern and indicator light information;
[0056] It is determined whether the device is faulty based on the judgment result.
[0057] Wherein, the indicator light information may include the position, color and quantity of the indicator lights, and count the number of different types of lights corresponding to different devices to judge the working status. The working state of the indicator light may include whether ...
Embodiment 2
[0059] On the basis of Embodiment 1, this embodiment may include the following:
[0060] In the embodiment of the present invention, the information patterns arranged on the device may be identifiable information patterns such as two-dimensional codes or barcodes. In addition, the way the information pattern is arranged on the device can be selected according to needs. In one application scenario, the information pattern is directly pasted on the device, and in another application scenario, the information pattern is sprayed or printed on the device. Further, in order to prevent the information pattern on the device from being damaged and unrecognizable, multiple information patterns can be arranged on each device, and the multiple information patterns can be one or both of two-dimensional codes and barcodes . In addition, the device information obtained by identifying the information pattern in the picture may include device name information and relative position information...
Embodiment 3
[0086] On the basis of the foregoing embodiments, this embodiment may include the following:
[0087] see Figure 4 As shown, the embodiment of the present invention is described by taking the information pattern arranged on the device as a two-dimensional code as an example, and provides a method for alarming equipment failures in a computer room based on two-dimensional codes and deep learning, which may include the following steps:
[0088] Paste the QR code on the upper left and lower right of the key equipment in the computer room and write the corresponding device name and its relative position information in the computer room;
[0089] When the robot is patrolling in the computer room, it takes pictures containing key equipment in the computer room;
[0090] Use deep learning algorithms to detect QR codes and indicator lights on pictures;
[0091] After identifying the QR code information, get the device name and its corresponding position information in the picture; ...
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