Optimal sensor configuration of a typical transmission tower for the purpose of structural model updating

Structural Control and Health Monitoring

Volumn 18, Issue 3, 2011, Pages 305-320

  Chow, H M ^a   Lam, H F ^a   Yin, T ^a   Au, S K ^a  

^a CITY UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

genetic algorithm; information entropy; optimal sensor placement; structural health monitoring; transmission tower

Indexed keywords

COMPUTATIONAL TIME; DISCRETE OPTIMIZATION PROBLEMS; DYNAMIC DATA; EFFICIENT GENETIC ALGORITHMS; HIGH TRANSMISSION; INFORMATION ENTROPY; LABORATORY CONDITIONS; LARGE-SCALE STRUCTURE; MINIMIZATION PROBLEMS; MODEL PARAMETERS; NUMERICAL EXAMPLE; OPTIMAL SENSOR; OPTIMAL SENSOR PLACEMENT; OPTIMIZATION METHOD; PARALLEL COMPUTING; SENSOR CONFIGURATIONS; STRUCTURAL HEALTH; STRUCTURAL MODEL UPDATING; STRUCTURAL SYSTEMS; TRANSMISSION TOWER;

ELECTRIC POWER TRANSMISSION; ENTROPY; GENETIC ALGORITHMS; MODEL STRUCTURES; MONITORING; PARALLEL ARCHITECTURES; SENSORS; STRUCTURAL HEALTH MONITORING; TOWERS;

SHAPE OPTIMIZATION;

EID: 79954475641     PISSN: 15452255     EISSN: 15452263     Source Type: Journal    
DOI: 10.1002/stc.372     Document Type: Article

References (39)

1. Lam HF, Ng CT,. A probabilistic method for the detection of obstructed cracks of beam-type structures using spatial wavelet transform. Probabilistic Engineering Mechanics 2008; 23: 237-245.
2. Lam HF, Ng CT, Veidt M,. Experimental characterization of multiple cracks in a cantilever beam utilizing transient vibration data following a probabilistic approach. Journal of Sound and Vibration 2007; 305 (1-2): 34-49. (Pubitemid 46891479)
3. Lam HF, Ng CT, Leung AYT,. Multicrack detection on semirigidly connected beams utilizing dynamic data. Journal of Engineering Mechanics (ASCE) 2008; 134 (1): 90-99.
4. Katkhuda H, Haldar A,. A novel health assessment technique with minimum information. Structural Control and Health Monitoring 2008; 15: 821-838.
5. Lam HF, Ko JM, Wong CW,. Localization of damaged structural connections based on experimental modal and sensitivity analysis. Journal of Sound and Vibration 1998; 210 (1): 91-115.
6. Chan THT, Yu L, Tam HY, Ni YQ, Liu SY, Chung WH, Cheng LK,. Fiber Bragg grating sensors for structural health monitoring of Tsing Ma bridge: background and experimental observation. Engineering Structures 2006; 28: 648-659. (Pubitemid 43104015)
7. Ko JM, Ni YQ,. Technology developments in structural health monitoring of large-scale bridges. Engineering Structures 2005; 27: 1715-1725. (Pubitemid 41179285)
8. Ko JM, Sun ZG, Ni YQ,. Multi-stage identification scheme for detecting damage in cable-stayed Kap Shui Mun Bridge. Engineering Structures 2002; 24: 857-868. (Pubitemid 34674463)
9. Ni YQ, Zhou HF, Chan KC, Ko JM,. Modal flexibility analysis of cable-stayed Ting Kau Bridge for damage identification. Computer-Aided Civil and Infrastructure Engineering 2008; 23: 223-236. (Pubitemid 351260326)
10. Chan GK, Lin MS, Thambirajah B,. Damage detection of buildings: numerical and experimental studies. Journal of Structural Engineering 1995; 121 (8): 1155-1160.
11. Ni YQ, Xia Y, Liao WY, Ko JM,. Technology innovation in developing the structural health monitoring system for Guangzhou New TV Tower. Structural Control and Health Monitoring 2009; 16: 73-98.
12. Katafygiotis LS, Lam HF,. Tangential-projection algorithm for manifold representation in unidentifiable model updating problems. Earthquake Engineering and Structural Dynamics 2002; 31 (4): 791-812. (Pubitemid 34231791)
13. Katafygiotis LS, Lam HF, Papadimitriou C,. Treatment of unidentifiability in structural model updating. Advances in Structural Engineering 2000; 3 (1): 19-39.
14. Katafygiotis LS, Papadimitriou C, Lam HF,. A probabilistic approach to structural model updating. International Journal of Soil Dynamics and Earthquake Engineering 1998; 17: 495-507. (Pubitemid 29094353)
15. Yuen KV, Beck JL, Katafygiotis LS,. Efficient model updating and health monitoring methodology using incomplete modal data without mode matching. Structural Control and Health Monitoring 2006; 13: 91-107. (Pubitemid 43266656)
16. Lam HF, Ng CT,. The selection of pattern features for structural damage detection using an extended Bayesian ANN algorithm. Engineering Structures 2008; 30: 2762-2770.
17. Lam HF, Yuen KV, Beck JL,. Structural health monitoring via measured Ritz vectors utilizing artificial neural networks. Computer-Aided Civil and Infrastructure Engineering (CACAIE) 2006; 21 (4): 232-241. (Pubitemid 43349334)
18. Yuen KV, Lam HF,. On the complexity of artificial neural networks for smart structures monitoring. Engineering Structures 2006; 28 (7): 977-984.
19. Jiang XM, Mahadevan S,. Bayesian wavelet methodology for structural damage detection. Structural Control and Health Monitoring 2008; 15: 974-991.
20. Yang JN, Lei Y, Lin S, Huang N,. Hibert-Huang based approach for structural damage detection. Journal of Engineering Mechanics 2004; 130: 85-95. (Pubitemid 38135604)
21. Sohn H, Farrar CR, Hernez FM, Czarnecki JJ, Shunk DD, Stinemates DW, Nadler BR,. A review of structural health monitoring literature: 1996-2001, Los Alamos Nation Laboratory Report, LA-13976-MS, 2004.
22. Johnson EA, Lam HF, Katafygiotis LS, Beck JL,. The Phase I IASC-ASCE structural health monitoring benchmark problem using simulated data. Journal of Engineering Mechanics (ASCE) 2004; 130 (1): 3-15. (Pubitemid 38135599)
23. Lam HF, Katafygiotis LS, Mickleborough NC,. Application of a statistical model updating approach on Phase I of the IASC-ASCE SHM benchmark study. Journal of Engineering Mechanics (ASCE) 2004; 130 (1): 34-48. (Pubitemid 38135601)
24. Shad P, Udwadia FE,. A methodology for optimal sensor locations for identification of dynamic systems. Journal of Applied Mechanics 1978; 45: 188-196. (Pubitemid 8595987)
25. Kammer D,. Effects of modal error on sensor placement for on orbit modal identification and correlation of large space structures. Journal of Guidance, Control and Dynamics 1992; 14: 334-341.
26. Kammer D,. Sensor placements for on orbit modal identification and correlation of large space structures. Journal of Guidance, Control and Dynamics 1991; 14: 251-259.
27. Larson B, Zimmerman C, Marek L,. A comparison of modal test planning techniques: excitation and sensor placement using the NASA 8-bay truss. Proceedings of the Twelve International Modal Analysis Conference, Honolulu, HI, 1994; 205-211.
28. Papadimitriou C,. Optimal sensor placement methodology for parametric identification of structural systems. Journal of Sound and Vibration 2004; 278: 923-947.
29. Papadimitriou C,. Pareto optimal sensor locations for structural identification. Computer Methods in Applied Mechanics and Engineering 2005; 194: 1655-1673. (Pubitemid 40262947)
30. Papadimitriou C, Beck JL, Au SK,. Entropy-based optimal sensor location for structural model updating. Journal of Vibration and Control 2000; 6 (5): 781-800.
31. Penny JET, Friswell MI, Garvey SD,. Automatic choice of measurement location for dynamic testing. AIAA Journal 1994; 32: 407-414.
32. Udwadia FE,. Methodology for optimal sensor locations for parameters identification in dynamic systems. Journal of Engineering Mechanics 1994; 120 (2): 368-390.
33. Yuen KV, Katafygiotis LS, Papadimitriou C, Mickleborough NC,. Optimal sensor placement methodology for identification with unmeasured excitation. Journal of Dynamic Systems, Measurement, and Control 2001; 123: 677-686. (Pubitemid 33715998)
34. Papadimitriou C,. Optimal instrumentation strategies for structural identification. Proceedings of the Fourth International Conference on Computational Stochastic Mechanics, Corfu, Greece, 2002.
35. Jaynes ET,. Where do we stand on maximum entropy? In The Maximum Entropy Formalism, Levine RD, Tribus M, (eds). MIT Press: Cambridge, 1978.
36. Heredia-Zavoni E, Esteva L,. Optimal instrumentation of uncertain structural systems subject to earthquake ground motions. Earthquake Engineering and Structural Dynamics 1998; 27: 343-362.
37. Chan E,. Optimal design of building structures using genetic algorithms. EERL Report 97-06, California Institute of Technology, Pasadena, CA, 1997.
38. Goldberg DE,. Genetic Algorithms in Search. Optimization and Machine Learning. Addison Wesley: Reading, MA, 1989.
39. Beck JL, Katafygiotis LS,. Updating models and their uncertaintiesâ Bayesian statistical framework. Journal of Engineering Mechanics 1998; 124 (4): 455-461. (Pubitemid 128571487)