Intelligent seismic acceleration signal processing for damage classification in buildings

IEEE Transactions on Instrumentation and Measurement

Volumn 56, Issue 5, 2007, Pages 1555-1564

  Andreadis, Ioannis ^a   Tsiftzis, Ioannis ^a   Elenas, Anaxagoras ^a  

^a DEMOCRITUS UNIVERSITY OF THRACE   (Greece)

Author keywords

Earthquake engineering; Fuzzy logic; Intelligent systems; Pattern recognition; Seismic accelerograms

Indexed keywords

DAMAGE DETECTION; EARTHQUAKE RESISTANCE; FUZZY LOGIC; INTELLIGENT SYSTEMS; PATTERN RECOGNITION; SEISMIC RESPONSE; SIGNAL PROCESSING;

DAMAGE CLASSIFICATION; EARTHQUAKE ENGINEERING; SEISMIC ACCELERATION SIGNAL PROCESSING; SEISMIC ACCELEROGRAMS;

BUILDINGS;

EID: 34648827821     PISSN: 00189456     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIM.2007.895620     Document Type: Article

References (29)

1. M. Chen, A. Kundu, and J. Zhou, "Off-line handwritten word recognition using a hidden Markov model type stochastic network," IEEE Trans. Pattern Anal. Mach Intell., vol. 16, no. 5, pp. 481-496, May 1994.
2. H. Bourland and N. Morgan, Connectionist Speech Recognition - A Hybrid Approach. Boston, MA: Kluwer, 1994.
3. K. M. Lam and H. Yan, "Locating and extracting the eye in human face images," Pattern Recognit., vol. 29, no. 5, pp. 771-779, 1996.
4. L. I. Kuncheva, Fuzzy Classifier Design. Heidelberg, Germany: Physica-Verlag, 2000.
5. B. Lazzerini and F. Marcelloni, "A fuzzy approach to 2-D shape recognition," IEEE Trans. Fuzzy Syst., vol. 9, no. 1, pp. 5-16, Feb. 2001.
6. Vision 2000 Committee, Performance Based Seismic Engineering of Buildings. Sacramento, CA: Struct. Eng. Assoc. California (SEAOC), 1995.
7. S. Rodriguez-Gomez and A. S. Çakmak, "Evaluation of seismic damage indices for reinforced concrete structures," State Univ. New York, Buffalo, NY, Tech. Rep. NCEER-90-0022, 1990.
8. A. Elenas, "Describing the damage potential of earthquakes through the spectral intensity parameters," Eur. Earthq. Eng., vol. 17, no. 1, pp. 31-38, 2003.
9. A. Elenas, "Correlation between seismic acceleration parameters and overall structural damage indices of buildings," Soil Dyn. Earthq. Eng., vol. 20, no. 1-4, pp. 93-100, Oct. 2000.
10. W. K. Tso, T. J. Zhu, and A. C. Heidebrecht, "Engineering implication of ground motion AV ratio," Soil Dyn. Earthq. Eng., vol. 11, no. 3, pp. 133-144, 1992.
11. A. Arias, "A measure of earthquake intensity," in Seismic Design for Nuclear Power Plants, R. Hansen, Ed. Cambridge, MA: MIT Press, 1970, pp. 438-469.
12. K. Meskouris, Structural Dynamics. Berlin, Germany: Ernst & Sohn, 2000.
13. R. L. Husid, "Analisis de terremoros. Analisis General," Rev. IDIEM vol. 8, no. 1, pp. 21-42, 1969.
14. M. D. Trifunac and A. G. Brady, "A study on the duration of strong earthquake ground motion," Bull. Seismol. Soc. Amer., vol. 65, no. 3, pp. 581-626, Jun. 1975.
15. P. C. Jennings, "Engineering seismology," in Earthquakes: Observation, Theory and Interpretation, H. Kanamori and E. Boschi, Eds. Milan, Italy: Italian Phys. Soc., 1982, pp. 138-173.
16. G. W. Housner, "Spectrum intensities of strong motion earthquakes," in Proc. Symp. Earthquake and Blast Effects Structures, EERL Berkeley, CA, 1952, pp. 20-36.
17. A. J. Kappos, "Sensitivity of calculated inelastic seismic response to input motion characteristics," in Proc. 4th U.S. Nat. Conf. Earthq. Eng., EERL Palm Springs, CA, 1990, pp. 25-34.
18. J. E. Martinez-Rueda, "Definition of spectrum intensity for the scaling and simplified damage potential evaluation of earthquake records," in Proc. 11th Eur. Conf. Earthq. Eng., Balkema, Rotterdam, The Netherlands, 1998. [CD-ROM].
19. ATC 3-06 Publication, Tentative Provisions for the Development of Seismic Regulations for Buildings. Washington, DC: U.S. GPO, 1978.
20. D. Lungu, A. Aldea, A. Zaicenco, and T. Cornea, "PSHA and GIS technology-tools for seismic hazard macrozonation in Eastern Europe," in Proc. 11th Eur. Conf. Earthq. Eng., Balkema, Rotterdam, The Netherlands, 1998. [CD-ROM].
21. C. M. Uang and V. V. Bertero, "Evaluation of seismic energy in structures," Earthq. Eng. Struct. Dyn., vol. 19, no. 1, pp. 77-90, 1990.
22. L. Cabanas, B. Benito, and M. Herraiz, "An approach to the measurement of the potential structural damage of earthquake ground motions," Earthq. Eng. Struct. Dyn., vol. 26, no. 1, pp. 79-92, 1997.
23. R. Araya and G. R. Saragoni, "Earthquake accelerogram destructiveness potential factor," in Proc. 8th World Conf. Earthq. Eng., EERI, San Francisco, CA, 1984, pp. 835-842.
24. E. H. Vanmarcke and S.-S. P. Lai, "Strong-motion duration and RMS amplitude of earthquake records," Bull. Seismol. Soc. Amer., vol. 70, no. 4, pp. 1293-1307, 1980.
25. A. K. Chopra, Dynamics of Structures. Englewood Cliffs, NJ: Prentice-Hall, 1995.
26. P. Fajfar, T. Vidic, and M. Fischinger, "A measure of earthquake motion capacity to damage medium-period structures," Soil Dyn. Earthq. Eng. vol. 9, no. 5, pp. 236-242, 1990.
27. A. M. Reinhorn, S. K. Kunnath, and R. Valles-Mattox, IDARC 2D Version 4.0: Users Manual. Buffalo, NY: Dept. Civil Eng., SUNY, 1996.
28. R. E. Valles, A. M. Reinhorn, S. K. Kunnath, C. Li, and A. Madan, "IDARC 2D version 4.0: A program for inelastic damage analysis of buildings," SUNY, Buffalo, NY, Tech. Rep. NCEER-96-0010, 1996.
29. A. Jozwik, "A learning scheme for a fuzzy k-nn rule," Pattern Recognit. Lett., vol. 1, no. 5/6, pp. 287-289, Jul. 1983.