Intelligent integrated fault diagnosis method and device in industrial production process

Abstract

The invention relates to an intelligent integrated fault diagnosis method in an industrial production process. The intelligent integrated fault diagnosis method is characterized by comprising the following steps of: acquiring data in the industrial production process; analyzing and processing object characteristics according to an acquired signal; combining expert knowledge according to an intelligent integration method to carry out blast-furnace fault diagnosis analysis so as to identify a fault and find out a reason of the fault, carrying out fault exact location and diagnosis policy, and effectively regulating a production process so that the industrial production process can regularly carry out, wherein the intelligent integration method comprises the following steps of: establishing a Bayesian network model; comprehensively analyzing and processing FTA (full type approval) and FMEA (failure mode and effect analysis) models; and carrying out nerve net expert system fault diagnosis analysis and process. Simultaneously, the invention further relates to an intelligent integrated fault diagnosis device in the industrial production process, and the device is used for realizing the fault diagnosis method. According to the intelligent integrated fault diagnosis method in the industrial production process, disclosed by the invention, various information is fused, ratiocination is carried out under a complex situation, comprehensive diagnosis can be effectively carried out on the fault of the industrial production process, the integration, intelligence, accuracy and effectiveness of the fault diagnosis system are improved, and the production process is ensured to be performed smoothly.

Description

technical field [0001] The invention relates to fault diagnosis technology in measurement and control technology, in particular to an intelligent integrated diagnosis method and device in fault diagnosis, and more particularly to an intelligent integrated fault diagnosis method and device in industrial production process. Background technique [0002] With the development of modern industry and science and technology, due to the needs of improving product quality, increasing output, saving energy, and preventing environmental pollution, it is urgent to establish a monitoring system for continuous and large-scale modern production processes to diagnose faults in the production process control system. Real-time detection of system failures, analysis and judgment on the causes, frequency and hazards of failures, drawing conclusions, and taking necessary measures to prevent catastrophic accidents and ensure the stable operation of production, thereby effectively improving industr...

AI Technical Summary

Problems solved by technology

[0010] The technical problem to be solved by the present invention is to carry out fault diagnosis of industrial production process in an accurate and reliable manner in view of the characteristics of the complexity and uncertainty of the industrial production process, and the limitations of existing diagnostic techniques and methods. Provide effective protection for the industrial production process

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