Damage Detection Based on Electromechanical Impedance Principle and Principal Components

Conference Proceedings of the Society for Experimental Mechanics Series

Volumn 45, Issue 7, 2014, Pages 307-315

  de Oliveira, Mario Anderson ^a,b   Filho, Jozue Vieira ^b   Lopes Jr , Vicente ^b   Inman, Daniel J ^c  

^a INSTITUTO FEDERAL DE EDUCAÇÃO   (Brazil)

^b SÃO PAULO STATE UNIVERSITY UNESP   (Brazil)

^c UNIVERSITY OF MICHIGAN   (United States)

Author keywords

Damage detection; Electromechanical impedance; Principal component coefficients; SHM; Time domain analysis

Indexed keywords

ELECTROMECHANICAL IMPEDANCE; FREQUENCY RESPONSE FUNCTIONS; LEAD ZIRCONATE TITANATE; PRINCIPAL COMPONENTS; SHM; STRUCTURAL HEALTH MONITORING (SHM); TIME-DOMAIN APPROACH; TYPICAL APPLICATION;

DAMAGE DETECTION; FREQUENCY RESPONSE; MODAL ANALYSIS; PRINCIPAL COMPONENT ANALYSIS; SEMICONDUCTING LEAD COMPOUNDS; STRUCTURAL DYNAMICS; STRUCTURAL HEALTH MONITORING; TRANSDUCERS;

TIME DOMAIN ANALYSIS;

EID: 84882955434     PISSN: 21915644     EISSN: 21915652     Source Type: Conference Proceeding    
DOI: 10.1007/978-1-4614-6585-0_28     Document Type: Conference Paper

References (17)

1. Worden K, Dulileu-Barton JM (2004) Overview of intelligent fault detection in system and structures. Struct Health Monit 3:85-98
2. Lopes VL Jr, Park G, Cudney HH, Inman DJ (2000) Impedance-based structural healthy with artificial neural networks. J Intell Mater Syst Struct 11:206-214
3. Boller C, Staszewski WJ (2004) Health monitoring of aerospace structures: smart sensor technologies and signal processing, an introduction to damage prognosis. In: Staszewski WJ, Boller C, Tomlinson G (eds) Aircraft structural health and usage monitoring. John Wiley & Sons, Hoboken, 2:29-73
4. Park G, Sonh H, Farrar C, Inman DJ (2003) Overview of piezoelectric impedance-based health monitoring and path forward. Shock Vib Dig 35:451-463
5. Park G, Inman DJ (2007) Structural health monitoring using piezoelectric impedance measurements. Philos Trans R Soc 365:373-392
6. Boller C (2001) Ways and options for aircraft structural health management. Smart Mater Struct 10:432-439
7. Park S, Lee JJ, Yun CB, Inman DJ (2008) Electro-mechanical impedance-based wireless structural health monitoring using PCA-data compression and k-means clustering algorithms. J Intell Mater Syst Struct, Lancaster, 19(4):509-520
8. Yan A-M, Kerschen G, Boe PD, Golinval J-C (2007) Structural damage diagnosis under varying environmental conditions - part I: a linear analysis. Mech Syst Signal Process 19:847-864
9. Manson G (2002) Identifying damage sensitive, environment insensitive features for damage detection. In: Proceedings of the third international conference on identification in engineering systems, Swansea, 15-17 Apr 2002
10. Mujica LE, Vehi J, Ruiz M, Verleysen M, Staszewski W, Worden K (2008) Multivariate statistics process control for dimensionality reduction in structural assessment. Mech Syst Signal Process 22:155-171
11. Silva S, Junior MD, Lopes VL Jr, Brennan MJ (2008) Structural damage detection by fuzzy clustering. Mech Syst Signal Process 22(7):1636-1649
12. Jolliffe IT (2002) Principal component analysis, 2nd edn. Springer, New York
13. Rencher AC (2002) Methods of multivariate analysis, 2nd edn. Wiley, New York
14. Liang C, Sun FP, Rogers CA (1994) Coupled electromechanical analysis of adaptive material systems - determination of the actuator power consumption and system energy transfer. J Intell Mater Syst Struct 5:12-20
15. Vieira Filho J, Baptista FG, Inman DJ (2011) Time-domain analysis of piezoelectric impedance-based structural health monitoring using multilevel wavelet decomposition. Mech Syst Signal Process 25:1550-1558
16. Vieira Filho J, Baptista FG, Farmer J, Inman DJ (2011) Time-domain electromechanical impedance for structural health monitoring. In: 8th International conference on structural dynamics (Eurodyn 2011), Leuven, Belgium
17. Baptista FG, Vieira Filho J (2010) A new impedance measurement system for PZT-based structural health monitoring. IEEE Trans Instrum Meas 58:3602-3808