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Baseline mining method of RR's engine

  • School of Mechatronics Engineering, Harbin Institute of Technology
  • Automotive Engineering College

Research output: Contribution to journalArticlepeer-review

Abstract

The nonlinear multiple regression analysis based on kernel function was used to solve the baseline equation of Rolls-Royce's (RR's) engine. The standard kernel function was established and then the deviation model of performance parameters was established. The deviation calculated by factory system was used as target value, and other relevant parameters of the measured values as input, the unknown coefficient could quickly converge and be solved by Gauss-Newton iterative method in nonlinear multiple regression analysis, and the accurate baseline was obtained by ordering the equation. The accurate engine baseline function obtained by the proposed method could satisfy practical application requirements.

Original languageEnglish
Pages (from-to)2265-2270
Number of pages6
JournalJisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS
Volume16
Issue number10
StatePublished - Oct 2010
Externally publishedYes

Keywords

  • Aeroengine
  • Baseline
  • Deviation
  • Fault diagnosis
  • Gauss-Newton iterative method
  • Kernel function
  • Regression analysis

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