Integrated development platform for fault monitoring expert systems

Abstract

The invention discloses an integrated development platform for fault monitoring expert systems. The integrated development platform comprises a bottom-layer coding tool, a monitoring target body management subsystem, a production fault monitoring rule processing subsystem and an expert system software instance generation subsystem, wherein the bottom-layer coding tool is capable of supporting hybrid programming and is used for designing and developing expert system modularized support function components, completing the jobs such as physical signal extraction, digital filtering, compression encapsulation, data distribution, static statistical feature calculation, task management and graphic display of a monitoring object; the monitoring target body management subsystem is used for establishing an instance capable of supporting object design-oriented monitoring target body system aiming at a specific monitoring object; the production fault monitoring rule processing subsystem is used for establishing an expert system inference machine work box which can be configured, cut, customized and reconstructed; and the expert system software instance generation subsystem is used for uniformly encapsulating each function component so as to generate a fault monitoring expert system software prototype framework and generate trial-version fault monitoring expert system software. The integrated development platform disclosed in the invention is relatively wide in application range, rich in function, relatively good in flexibility and favorable in interactivity.

Description

technical field [0001] The invention relates to the field of industrial process monitoring and instrumentation, in particular to an integrated development platform for an expert system for fault monitoring. Background technique [0002] The expert system is an information technology means that uses artificial intelligence and machine learning technology to reason and simulate human knowledge activities. The expert system can work effectively in a relatively narrow professional field with difficult problems, reaching the ability or level of human experts to deal with problems. However, in the process of development and application of the expert system, there are mainly problems such as long development cycle, high labor cost, difficult maintenance, and difficulty in putting into practical application. [0003] The expert system development platform is an effective means of expert system development, which can greatly reduce the labor cost in the process of expert system deve...

AI Technical Summary

Problems solved by technology

[0006] In order to solve the problems of narrow application range, single function, poor flexibility and poor interactivity in the current fault monitoring expert system, the present invention provides a fault monitoring expert with wide application range, rich functions, good flexibility and good interactivity System Integration Development Platform

Images