Application of multivariate statistically based algorithms for civil structures anomaly detection

Topics in Dynamics of Civil Structures - Proceedings of the 31st IMAC, A Conference on Structural Dynamics, 2013

Volumn , Issue , 2013, Pages 289-298

  Malekzadeh, Masoud ^a   Gul, Mustafa ^b   Catbas, F Necati ^a  

^a University of Central Florida   (United States)

^b UNIVERSITY OF ALBERTA   (Canada)

Author keywords

Advanced multivariate statistics; Damage detection; Fiber Bragg Grating sensors; Structural health monitoring

Indexed keywords

BRIDGE HEALTH MONITORING; BRIDGE STRUCTURES; CROSS-CORRELATION ANALYSIS; DATA-DRIVEN METHODS; DETECTION ALGORITHM; FIBER BRAGG GRATING SENSORS; MULTIVARIATE STATISTICS; OPTICAL FIBER SENSOR;

ELECTRIC SENSING DEVICES; FIBER BRAGG GRATINGS; FIBER OPTIC SENSORS; MULTIVARIANT ANALYSIS; PRINCIPAL COMPONENT ANALYSIS; STRUCTURAL DYNAMICS; STRUCTURAL HEALTH MONITORING;

DAMAGE DETECTION;

EID: 84881380713     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-1-4614-6555-3_32     Document Type: Conference Paper

References (11)

1. Aktan AE, Catbas FN, Grimmelsman KA, Tsikos CJ (2000) Issues in infrastructure health monitoring for management. J Eng Mech ASCE 126(7):711-724
2. Ferdinand P, Magne S, Dewynter-Marty V, Martinez. C, Rougeault S, Bugaud M (1997) Applications of Bragg Grating Sensors in Europe. In: Proceedings of the 12th International Conference on Optical Fibre Sensors, Williamsburg, USA, p. 149
3. Hill KO, Fuji Y. Johnson DC, Kawasaki BS (1978) Photosensitivity in optical fiber waveguides: application to reflection fiber fabrication. Appl Phys Lett 3(2):647
4. Kwon IB, Baik SJ, Im K, Yu JW (2002) Development of fiber optic BOTDA sensor for intrusion detection. Sens Actuators A 101:77-84
5. Majumder M, Gangopadhyay TK, Chakraborty AK, Dasgupta K, Bhattacharya DK (2008) Review: Fibre Bragg gratings in structural health monitoring - present status and applications. Sens Actuators A 147:150-164
6. Worden K (1997) Structural fault detection using a novelty. J Sound Vib 201(1):85-101
7. Catbas FN, Gokee HB, Gul M (2012) Nonparametric analysis of structural health monitoring data for identification and localization of changes: Concept, lab, and real-life studies. Structural Health Monitoring, 11(5):613-626
8. Posenato D, Lanata F, Inaudi D, Smith IFC (2008) Model-free data interpretation for continuous monitoring of complex structures. Adv Eng Inform 22:135-144 (Pubitemid 351273672)
9. Gul M, Catbas FN (2008) Ambient vibration data analysis for structural identification and global condition assessment. J Eng Mech ASCE 134(8):650-662
10. Zaurin R, Catbas FN (2011) Structural health monitoring using computer vision and influence lines. Struct Health Monit J SAGE Publications 10(3):309-332
11. Zaurin R, Catbas FN (2010) Integration of computer imaging and sensor data for structural health monitoring of bridges. J Smart Mater Struct (19) 015019:15