On-line modal monitoring of aircraft structures under unknown excitation

被引:21
作者
Abdelghani, M [1 ]
Goursat, M [1 ]
Biolchini, T [1 ]
机构
[1] Irisa, Inria, F-35042 Rennes, France
关键词
D O I
10.1006/mssp.1999.1248
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
In this paper, we present the application of recently proposed subspace-based damage detection and isolation algorithms in on-line structural monitoring of an airplane structure under unknown excitation. The first step of the approach is a subspace-based modal analysis of the safe structure, using output-only measurements. The monitoring step consists in the computation of a chi(2)-variable, which reflects possible deviations of newly collected output-only data w.r.t. the reference (safe) modal behaviour. No re-identification of the possibly damaged structure is required. An on-line version of the detection algorithm is proposed. Monitoring certain critical modes can also be achieved through sensitivity tests. Experimental results for the proposed monitoring algorithms are reported, in the case of the Paris MS760 airplane, on which mass as well as stiffness changes are introduced. Moreover, the results of the output-only subspace-based modal analysis are compared with the modal appropriation method. (C) 1999 Academic Press.
引用
收藏
页码:839 / 853
页数:15
相关论文
共 18 条
[1]  
ABDELGHANI M, 1999, P IMAC 17 INT MOD AN
[2]   DETECTION AND DIAGNOSIS OF CHANGES IN THE EIGENSTRUCTURE OF NONSTATIONARY MULTIVARIABLE SYSTEMS [J].
BASSEVILLE, M ;
BENVENISTE, A ;
MOUSTAKIDES, G ;
ROUGEE, A .
AUTOMATICA, 1987, 23 (04) :479-489
[3]   Information criteria for residual generation and fault detection and isolation [J].
Basseville, M .
AUTOMATICA, 1997, 33 (05) :783-803
[4]   DETECTION AND DIAGNOSIS OF ABRUPT CHANGES IN MODAL CHARACTERISTICS OF NONSTATIONARY DIGITAL SIGNALS [J].
BASSEVILLE, M ;
BENVENISTE, A ;
MOUSTAKIDES, GV .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1986, 32 (03) :412-417
[5]   On-board component fault detection and isolation using the statistical local approach [J].
Basseville, M .
AUTOMATICA, 1998, 34 (11) :1391-1415
[6]   OPTIMAL SENSOR-LOCATION FOR DETECTING CHANGES IN DYNAMIC BEHAVIOR [J].
BASSEVILLE, M ;
BENVENISTE, A ;
MOUSTAKIDES, GV ;
ROUGEE, A .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1987, 32 (12) :1067-1075
[7]   IN-SITU DAMAGE MONITORING IN VIBRATION MECHANICS - DIAGNOSTICS AND PREDICTIVE MAINTENANCE [J].
BASSEVILLE, M ;
BENVENISTE, A ;
GACHDEVAUCHELLE, B ;
GOURSAT, M ;
BONNECASE, D ;
DOREY, P ;
PREVOSTO, M ;
OLAGNON, M .
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 1993, 7 (05) :401-423
[8]  
BASSEVILLE M, 1999, IN PRESS AUTOMATICA, V35
[9]   THE ASYMPTOTIC LOCAL APPROACH TO CHANGE DETECTION AND MODEL VALIDATION [J].
BENVENISTE, A ;
BASSEVILLE, M ;
MOUSTAKIDES, GV .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1987, 32 (07) :583-592
[10]   SINGLE SAMPLE MODAL IDENTIFICATION OF A NONSTATIONARY STOCHASTIC-PROCESS [J].
BENVENISTE, A ;
FUCHS, JJ .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1985, 30 (01) :66-74