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航空发动机故障诊断系统设计与实现

张俊红 马文朋 李林洁 刘昱

计算机工程与应用Issue(16):232-236,5.
计算机工程与应用Issue(16):232-236,5.DOI:10.3778/j.issn.1002-8331.1209-0133

航空发动机故障诊断系统设计与实现

Design and implementation of aeroengine fault diagnosis system

张俊红 1马文朋 1李林洁 1刘昱1

作者信息

  • 1. 天津大学 内燃机燃烧学国家重点实验室,天津 300072
  • 折叠

摘要

Abstract

Aeroenginge fault diagnosis system is designed and implemented using a hybrid programming of LabVIEW, C and MATLAB. DLL driver for data acquisition instrument is designed via C language, and LabVIEW called which to acquire data. According to the characteristics of aeroengine’s vibration signal, this paper designs signal processing and feature extrac-tion module. MATLAB is employed to compile COM component of support vector machine optimized by multi algorithms, and LABVIEW called the component to implement fault diagnosis. Database management module is designed using Data-base Connectivity Toolkit. The system is tested on the aeroengine rotor experimental rig, and the results not only indicate its high accuracy but also verify the feasibility of the design idea in the paper.

关键词

航空发动机/故障诊断系统/支持向量机/LabVIEW开发平台/MATLAB编程

Key words

aeroengine/fault diagnosis system/support vector machine/LabVIEW development platform/MATLAB programming

分类

信息技术与安全科学

引用本文复制引用

张俊红,马文朋,李林洁,刘昱..航空发动机故障诊断系统设计与实现[J].计算机工程与应用,2014,(16):232-236,5.

基金项目

国家自然科学基金委员会与中国民用航空局联合资助项目(No.U1233201)。 ()

计算机工程与应用

OA北大核心CSCDCSTPCD

1002-8331

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