Airborne equipment fault diagnosis and prediction model verification method

Abstract

The invention belongs to the field of prognostic and health management (PHM) system integration and verification, and relates to an airborne equipment fault diagnosis and prediction model verificationmethod. The airborne equipment fault diagnosis and prediction model verification method is characterized in that BIT data, state parameters, configuration information and resume information reportedby each underlying LRU / LRM are simulated through carrying out simulation on member-level PHM, and an airborne equipment fault diagnosis and prediction model is loaded according to interface requirements; then the verified model is operated according to a model verification process; and finally, the diagnosis and prediction model in the PHM system is verified based on established diagnosis and prediction performance indicators, whether the relevant performance of the model meets technical indicators involved in the design requirements or not, and thus the verification for the airborne equipmentfault diagnosis and prediction model is realized. The method can be used for establishing a comprehensive verification platform of the PHM system, and reflects the engineering characteristics such asstandardization, systematicness, universality and practicability.

Description

technical field [0001] The method belongs to the field of fault prediction and health management (PHM) system integration and verification, and is applicable to the verification of airborne equipment fault diagnosis and prediction models. Background technique [0002] Failure prediction and health management (PHM) technology, as a key technology to improve the reliability, safety and economic affordability of the new generation of weapons and equipment, and realize autonomous support and condition-based maintenance, has attracted widespread attention from the military and industry circles of various countries in recent years. The depth and breadth of the research on fault prediction and health management technology continue to expand. However, in the development process of the PHM system, there are still many key technical problems, such as the difficulty of system integration, insufficient data and knowledge accumulation, and weak verification ability. Especially since the...

AI Technical Summary

Problems solved by technology

However, in the development process of the PHM system, there are still many key technical problems, such as the difficulty of system integration, insufficient data and knowledge accumulation, weak verification ability, etc.

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