An Integrated Architecture for Aircraft Engine Performance Monitoring and Fault Diagnostics: Engine Test Results

Autor:	Aidan W. Rinehart, Donald L. Simon
Rok vydání:	2014
Předmět:	Engineering Steady state (electronics) business.industry Performance prediction Transient (computer programming) Fault (power engineering) business Automotive engineering Fault detection and isolation PATH (variable) Turbofan Test data
Zdroj:	50th AIAA/ASME/SAE/ASEE Joint Propulsion Conference.
DOI:	10.2514/6.2014-3924
Popis:	This paper presents a model-based architecture for performance trend monitoring and gas path fault diagnostics designed for analyzing streaming transient aircraft engine measurement data. The technique analyzes residuals between sensed engine outputs and model predicted outputs for fault detection and isolation purposes. Diagnostic results from the application of the approach to test data acquired from an aircraft turbofan engine are presented. The approach is found to avoid false alarms when presented nominal fault-free data. Additionally, the approach is found to successfully detect and isolate gas path seeded-faults under steady-state operating scenarios although some fault misclassifications are noted during engine transients. Recommendations for follow-on maturation and evaluation of the technique are also presented.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::74257965fe577b1bbe9b5999e2631b6f https://doi.org/10.2514/6.2014-3924 Zobrazit plný text záznamu