Modal identification of simple structures with high-speed video using motion magnification

被引:424
作者
Chen, Justin G. [1 ]
Wadhwa, Neal [1 ]
Cha, Young-Jin [1 ]
Durand, Fredo [1 ]
Freeman, William T. [1 ]
Buyukozturk, Oral [1 ]
机构
[1] MIT, Cambridge, MA 02139 USA
关键词
DESIGN; SYSTEM;
D O I
10.1016/j.jsv.2015.01.024
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Video cameras offer the unique capability of collecting high density spatial data from a distant scene of interest. They can be employed as remote monitoring or inspection sensors for structures because of their commonplace availability, simplicity, and potentially low cost. An issue is that video data is difficult to interpret into a format familiar to engineers such as displacement. A methodology called motion magnification has been developed for visualizing exaggerated versions of small displacements with an extension of the methodology to obtain the optical flow to measure displacements in this paper, these methods are extended to modal identification in structures and the measurement of structural vibrations. Camera-based measurements of displacement are compared against laser vibrometer and accelerometer measurements for verification. The methodology is demonstrated on simple structures, a cantilever beam and a pipe, to identify and visualize the operational deflection shapes. Suggestions for applications of this methodology and challenges in real-world implementation are given. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:58 / 71
页数:14
相关论文
共 26 条
[1]  
Ashory MR, 1998, P SOC PHOTO-OPT INS, V3243, P815
[2]  
Blevins R. D., FORMULAS NATURAL FRE
[3]   A VISION SYSTEM FOR VIBRATION MONITORING OF CIVIL ENGINEERING STRUCTURES [J].
Caetano, E. ;
Silva, S. ;
Bateira, J. .
EXPERIMENTAL TECHNIQUES, 2011, 35 (04) :74-82
[4]   Elimination of transducer mass loading effects from frequency response functions [J].
Cakar, O ;
Sanliturk, KY .
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2005, 19 (01) :87-104
[5]  
Chen J.G., 2014, Topics in Modal Analysis I, V7, P191, DOI 10.1007/978-3-319-04753-9_19
[6]   Microwave interferometers for non-contact vibration measurements on large structures [J].
Farrar, CR ;
Darling, TW ;
Migliori, A ;
Baker, WE .
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 1999, 13 (02) :241-253
[7]   COMPUTATION OF COMPONENT IMAGE VELOCITY FROM LOCAL PHASE INFORMATION [J].
FLEET, DJ ;
JEPSON, AD .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 1990, 5 (01) :77-104
[8]   THE DESIGN AND USE OF STEERABLE FILTERS [J].
FREEMAN, WT ;
ADELSON, EH .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1991, 13 (09) :891-906
[9]   A phase-based approach to the estimation of the optical flow field using spatial filtering [J].
Gautama, T ;
Van Hulle, MM .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 2002, 13 (05) :1127-1136
[10]   3D digital image correlation methods for full-field vibration measurement [J].
Helfrick, Mark N. ;
Niezrecki, Christopher ;
Avitabile, Peter ;
Schmidt, Timothy .
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2011, 25 (03) :917-927