Equipment fault monitoring system and method based on data analysis

Abstract

The invention discloses an equipment fault monitoring system and method based on data analysis, and relates to the technical field of data processing. The equipment fault monitoring system comprises a fault analysis processing module, an equipment delay analysis module and an equipment delay processing module. The fault analysis processing module is used for acquiring a signal when the module receives the data, analyzing the state of the module according to the signal when the module receives the data, obtaining a result whether the module fails or not, processing the module according to the result, and ensuring that the processed module completely transmits the data, so that the timeliness and effectiveness of the data transmitted to the equipment can be ensured; the equipment delay analysis module is used for acquiring time information of the equipment for finishing the process according to the instruction, and if the time information is abnormal time information, clustering reasons for generating the abnormal time information to obtain a clustering result; the equipment can complete the working procedures in time, errors are reduced, meanwhile, the production efficiency of the equipment can be guaranteed, and the production target is determined.

Description

technical field [0001] The invention relates to the technical field of data processing, in particular to an equipment fault monitoring system and method based on data analysis. Background technique [0002] At present, when executing mechanical operation instructions, the module that collects data is often faulty, so that the machine cannot normally complete the operation instructions without data; when detecting the status of the module, the process of the system is often detected through data signals, but in the detection During the process, if the interval between detection signals is too long or too short, data will be lost to varying degrees; [0003] For this reason, two or more modules with the same function are often used in parallel to ensure smooth data transmission; at the same time, in order to avoid long delays in the data transmission process, data is usually backed up in advance to ensure data consistency. ; However, after the data is transmitted to the machi...

AI Technical Summary

Problems solved by technology

[0002] At present, when executing mechanical operation instructions, the module that collects data often fails, causing the machine to fail to complete the operation instructions normally without data; when detecting the status of the module, the process of the system is often detected through data signals, but in the detection During the process, if the interval between detection signals is too long or too short, data will be lost to varying degrees;

[0003] For this reason, two or more modules with the same function are often used to work in parallel to ensure smooth data transmission; at the same time, in order to avoid long delays in the data transmission process, the data is usually backed up in advance to ensure data consistency ; However, after the data is transmitted to the machine equipment, the machine cannot complete the work within the specified time, resulting in a reduction in work efficiency; therefore, it is necessary to provide a new technical solution to improve the existing problems

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