Experimental verification of selected methods sensitivity to damage size and location

被引:12
作者
Iwaniec, Joanna [1 ]
Kurowski, Piotr [1 ]
机构
[1] AGH Univ Sci & Technol, Fac Mech Engn & Robot, Dept Robot & Mech, Mickiewicz Alley 30, PL-30059 Krakow, Poland
关键词
Classical modal analysis; recurrence plots (RP); cross recurrence plots (CRP); joint recurrence plots (JRP); damage detection; tracking changes in the system natural frequencies; RECURRENCE QUANTIFICATION ANALYSIS; TIME-SERIES; PLOTS; DYNAMICS;
D O I
10.1177/1077546315589677
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
The main emphasis of the paper is put on the experimental verification and comparison of classical modal analysis techniques and recurrence plots sensitivity to damage size. Identification experiments were carried out for the laboratory object subjected to random and chirp excitations, respectively. In the course of carried out experiments, the process of damage propagation was simulated by the successive drilling into one of the object elements. Measured time histories of system responses were analyzed with the application of the classical modal analysis, recurrence plots (RP), cross recurrence plots (CRP) and joint recurrence plots (JRP) methods. Obtained results proved that the RP, CRP and JRP methods are much more sensitive to changes in dynamical system properties resulting from damage initialization and propagation than classical modal analysis methods and can be successfully applied to damage detection and tracking changes in the system natural frequencies.
引用
收藏
页码:1133 / 1151
页数:19
相关论文
共 32 条
[1]   Practical method for determining the minimum embedding dimension of a scalar time series [J].
Cao, LY .
PHYSICA D, 1997, 110 (1-2) :43-50
[2]   LOCATION OF DEFECTS IN STRUCTURES FROM MEASUREMENTS OF NATURAL FREQUENCIES [J].
CAWLEY, P ;
ADAMS, RD .
JOURNAL OF STRAIN ANALYSIS FOR ENGINEERING DESIGN, 1979, 14 (02) :49-57
[3]  
Doebling SW., 1998, Shock Vib. Dig., V30, P91, DOI DOI 10.1177/058310249803000201
[4]   RECURRENCE PLOTS OF DYNAMIC-SYSTEMS [J].
ECKMANN, JP ;
KAMPHORST, SO ;
RUELLE, D .
EUROPHYSICS LETTERS, 1987, 4 (09) :973-977
[5]   Mathematical models of the Twin-T, Wien-bridge and family of minimum component electronic chaos generators with demonstrative recurrence plots [J].
Elwakil, AS ;
Soliman, AC .
CHAOS SOLITONS & FRACTALS, 1999, 10 (08) :1399-1412
[6]  
Ewins D. J., 1995, Modal Testing: Theory and Practice
[7]   Hidden peculiarities in the potential energy time series of a tripeptide highlighted by a recurrence plot analysis: A molecular dynamics simulation [J].
Giuliani, A ;
Manetti, C .
PHYSICAL REVIEW E, 1996, 53 (06) :6336-6340
[8]  
Heylen W., 1997, Modal analysis theory and testing, V200
[9]  
Hoyst JA, 2001, EUROPEAN PHYS J B, V20, P531