Nonlinear modelling and validation of an aircraft gas turbine engine

被引:0
作者
Chiras, N [1 ]
Evans, C [1 ]
Rees, D [1 ]
机构
[1] Univ Glamorgan, Sch Elect, Pontypridd CF37 1DL, M Glam, Wales
来源
NONLINEAR CONTROL SYSTEMS 2001, VOLS 1-3 | 2002年
关键词
gas turbines; nonlinear models; modelling techniques; NARMAX models; frequency response;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper the orthogonal estimation algorithm is used to estimate a NARMAX model for an aircraft gas turbine. The performance of the model is validated using a range of small and large signal tests and by examining the model's static and dynamic characteristics. The NARMAX representation allows the direct mapping to the frequency domain by computing the Higher Order Frequency Response Functions (HOFRF) thus allowing physical interpretation to be made. Copyright (C) 2001 IFAC.
引用
收藏
页码:871 / 876
页数:6
相关论文
共 19 条
[1]  
AGUIRRE LA, 1999, SCI ENG J, V8, P39
[2]   IDENTIFICATION OF MIMO NON-LINEAR SYSTEMS USING A FORWARD-REGRESSION ORTHOGONAL ESTIMATOR [J].
BILLINGS, SA ;
CHEN, S ;
KORENBERG, MJ .
INTERNATIONAL JOURNAL OF CONTROL, 1989, 49 (06) :2157-2189
[3]   STRUCTURE DETECTION AND MODEL VALIDITY TESTS IN THE IDENTIFICATION OF NON-LINEAR SYSTEMS [J].
BILLINGS, SA ;
VOON, WSF .
IEE PROCEEDINGS-D CONTROL THEORY AND APPLICATIONS, 1983, 130 (04) :193-199
[4]   REPRESENTATIONS OF NON-LINEAR SYSTEMS - THE NARMAX MODEL [J].
CHEN, S ;
BILLINGS, SA .
INTERNATIONAL JOURNAL OF CONTROL, 1989, 49 (03) :1013-1032
[5]  
Chiras N, 2000, IEEE IMTC P, P1278, DOI 10.1109/IMTC.2000.848682
[6]  
DADD GJ, 1996, ADV AERO ENGINE CONC, V28, P1
[7]   Application of system identification techniques to aircraft gas turbine engines [J].
Evans, C ;
Fleming, PJ ;
Hill, DC ;
Norton, JP ;
Pratt, I ;
Rees, D ;
Rodríquez-Vàzquez, K .
CONTROL ENGINEERING PRACTICE, 2001, 9 (02) :135-148
[8]   Frequency-domain identification of gas turbine dynamics [J].
Evans, C ;
Rees, D ;
Hill, D .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 1998, 6 (05) :651-662
[9]   Testing and modeling gas turbines using multisine signals and frequency-domain techniques [J].
Evans, C ;
Borrell, A ;
Rees, D .
JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER-TRANSACTIONS OF THE ASME, 1999, 121 (03) :451-457
[10]   Identification of aircraft gas turbine dynamics using frequency-domain techniques [J].
Evans, C ;
Rees, D ;
Borrell, A .
CONTROL ENGINEERING PRACTICE, 2000, 8 (04) :457-467