MOST-FIT: Support techniques for inspection and life cycle optimization in building asset management

Computer-Aided Civil and Infrastructure Engineering

Volumn 27, Issue 2, 2012, Pages 130-142

  Hegazy, Tarek ^a   Elhakeem, Ahmed ^b   Singh Ahluwalia, Shipra ^a   Attalla, Mohamed ^c  

^a UNIVERSITY OF WATERLOO   (Canada)

^b Helwan University ^*  (Egypt)

^c TORONTO DISTRICT SCHOOL BOARD   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ASSET MANAGEMENT SYSTEMS; IN-BUILDINGS; LARGE BUILDINGS; LARGE-SCALE OPTIMIZATION; MANAGEMENT FUNCTIONS; PROTOTYPE SYSTEM; SCHOOL BOARD; SEGMENTATION TECHNIQUES;

COST BENEFIT ANALYSIS; INSPECTION; OPTIMIZATION;

ASSET MANAGEMENT;

BUILDING; CAPITAL; COST; IMPLEMENTATION PROCESS; INNOVATION; MANAGEMENT; OPTIMIZATION;

NORTH AMERICA;

EID: 84855555964     PISSN: 10939687     EISSN: 14678667     Source Type: Journal    
DOI: 10.1111/j.1467-8667.2011.00729.x     Document Type: Article

References (59)

1. Adeli, H. & Cheng, N.-T. (1994a), Augmented Lagrangian genetic algorithm for structural optimization, Journal of Aerospace Engineering, ASCE, 7(1), 104-18.
2. Adeli, H. & Cheng, N.-T. (1994b), Concurrent genetic algorithms for optimization of large structures, Journal of Aerospace Engineering, ASCE, 7(3), 276-96.
3. Adeli, H. & Hung, S. L. (1993), A concurrent adaptive conjugate gradient learning algorithm on MIMD machines, Journal of Supercomputer Applications, 7(2), 155-66.
4. Adeli, H. & Karim, A. (1997a), Neural network model for optimization of cold-formed steel beams, Journal of Structural Engineering, ASCE, 123(11), 1535-43.
5. Adeli, H. & Karim, A. (1997b), Scheduling/cost optimization and neural dynamics model for construction, Journal of Construction Management and Engineering, ASCE, 123(4), 450-58.
6. Adeli, H. & Kumar, S. (1995a), Distributed genetic algorithms for structural optimization, Journal of Aerospace Engineering, 8(3), 156-63.
7. Adeli, H. & Kumar, S. (1995b), Concurrent structural optimization on a massively parallel supercomputer, Journal of Structural Engineering, ASCE, 121(11), 1588-97.
8. Adeli, H. & Park, H. S. (1995a), A neural dynamics model for structural optimization: theory, Computers and Structures, 57(3), 383-90.
9. Adeli, H. & Park, H. S. (1995b), Optimization of space structures by neural dynamics, Neural Networks, 8(5), 769-81.
10. Adeli, H. & Park, H. S. (1996), Fully automated design of superhighrise building structure by a hybrid AI model on a massively parallel machine, AI Magazine, 17(3), 87-93.
11. Al-Bazi, A. & Dawood, N. (2010), Developing crew allocation system for precast industry using genetic algorithms, Computer-Aided Civil and Infrastructure Engineering, 25(8), 581-95.
12. Brandt, E. & Rasmussen, M. H. (2002), Assessment of building conditions, Energy and Buildings, 34(2), 121-25.
13. Carro-Calvo, L., Salcedo-Sanz, S., Ortiz-Garc, G., & Portilla-Figueras, A. (2010), An incremental-encoding evolutionary algorithm for color reduction in images, Integrated Computer-Aided Engineering, 17(3), 261-69.
14. Cheng, T. M. & Yan, R. Z. (2009), Integrating messy genetic algorithms and simulation to optimize resource utilization, Computer-Aided Civil and Infrastructure Engineering, 24(6), 401-15.
15. Colson, B., Marcotte, P. & Savard, G. (2007), An overview of bilevel programming, Annals of Operations Research, 153, 235-56.
16. Cook, W. J., Cunningham, W. H., Pulleyblank, W. R. & Schrijver, A. (1997), Combinatorial Optimization, John Wiley & Sons, New York.
17. Dridi, L., Parizeau, M., Mailhot, A., & Villeneuve, J. (2008), Using evolutionary optimisation techniques for scheduling water pipe renewal considering a short planning horizon, Computer-Aided Civil and Infrastructure Engineering, 23(8), 625-35.
18. Elbehairy, H., Elbeltagi, E., Hegazy, T. & Soudki, K. (2006), Comparison of two evolutionary algorithms for LCC optimization of bridge deck repairs, Journal of Computer-Aided Civil and Infrastructure Systems, 21, 561-72.
19. Elbeltagi, E., Hegazy, T., & Grierson, D. (2005), Comparison among five evolutionary-based optimization algorithms, Journal of Advanced Engineering Informatics, 19, 43-53.
20. Elhakeem, A. (2005), An asset management framework for educational buildings with life cycle cost analysis, Ph.D. thesis, Civil and Environmental Engineering, University of Waterloo, Ontario, Canada .
21. Elhakeem, A. & Hegazy, T. (2005), Improving deterioration modeling using optimized transition probability matrices for Markov chains, in Proceedings of the 84th Transportation Research Board Annual Meeting, TRB, Washington, DC, USA, Jan. 9-13, No.:05-2656.
22. Evolver, (1998), The Genetic Algorithms Super Solver: Users Manual, Palisade Corporation, Newfield, NY .
23. Frangopol, D. & Maute, K. (2003). Life-cycle reliability-based optimization of civil and aerospace structures, Computers & Structures, 81(7), 397-410.
24. Halfawy, M., Newton, L. & Vanier, D. (2005), Municipal Infrastructure Asset Management Systems: State-of-the-Art Review, National Research Council of Canada, Report No. 48339.
25. Hammad, A., Garrett, J., Jr., & Karimi, H. (2004), Mobile infrastructure management support system considering location and task awareness, in Proceedings of the Fourth Joint International Symposium on Information Technology in Civil Engineering, November 15-16, 2003, Nashville, Tennessee, Towards a Vision for Information Technology in Civil Engineering, ASCE, pp. 1-10.
26. Hegazy, T. Attalla, M., Hayter, L. & Panny, S. (2008), Ultra mobile computer system for accurate and speedy inspection of buildings, in First International. Construction Specialty Conference, Quebec City, June 10-13, CSCE.
27. Hung, S. L. & Adeli, H. (1993), Parallel backpropagation learning algorithms on Cray Y-MP8/864 supercomputer, Neurocomputing, 5(6), 287-302.
28. Hung, S. L. & Adeli, H. (1994), A parallel genetic/neural network learning algorithm for MIMD shared memory machines, IEEE Transactions on Neural Networks, 5(6), 900-09.
29. Itoh, Y., Hammad, A., Liu, C. & Shintoku, Y. (1997), Network-level bridge life-cycle management system, Journal of Infrastructure Systems, ASCE, 3(1), 31-39.
30. Jiang, X. & Adeli, H. (2008), Neuro-genetic algorithm for nonlinear active control of highrise buildings, International Journal for Numerical Methods in Engineering, 75(8), 770-86.
31. Kang, M. W., Schonfeld, P. & Yang, N. (2009), Prescreening and repairing in a genetic algorithm for highway alignment optimization, Computer-Aided Civil and Infrastructure Engineering, 24(2), 109-19.
32. Kim, H. & Adeli, H. (2001), Discrete cost optimization of composite floors using a floating point genetic algorithm, Engineering Optimization, 33(4), 485-501.
33. Kieffel, H. (2009), Ranking vs. optimizing projects, H. FOLIO Technologies, accessed August 11, 2009.
34. Lee, Y. & Wei, C. H. (2010), A computerized feature selection using genetic algorithms to forecast freeway accident duration times, Computer-Aided Civil and Infrastructure Engineering, 25(2), 132-48.
35. Le Gauffre, P., Haidar, H., Poinard, D., Laffréchine, K., Baur, R. & Schiatti, M. (2007), A multicriteria decision support methodology for annual rehabilitation programs of water networks, Computer-Aided Civil and Infrastructure Engineering, 22(7), 478-88.
36. Lewis, B. T. & Payant, R. P. (2000), Facility Inspection Field Manual: A Complete Condition Assessment Guide, McGraw-Hill, New York, NY.
37. Li, C. Q., Lawanwisut, W. & Mackie, R. I. (2007), A risk cost optimized maintenance strategy for corrosion affected concrete structures, Computer-Aided Civil and Infrastructure Engineering, 22(5), 335-46.
38. Liu, C., Yang, L., & Xu, Y. (2006), Evolutionary multiobjective optimization in engineering management: an empirical application in infrastructure systems, in Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications, ISDA'OG, IEEE, Jian, China.
39. Liu, M. & Frangopol, D. (2004), Optimal bridge maintenance planning based on probabilistic performance prediction, Journal of Engineering Structures, 26(7), 991-1002.
40. Marano, G. C., Quaranta, G., & Monti, G. (2011), Modified genetic algorithm for the dynamic identification of structural systems using incomplete measurements, Computer-Aided Civil and Infrastructure Engineering, 26(2), 92-110.
41. Marcotte, P., Savard, G. & Semet, F. (2004), A bilevel programming to the travelling salesman problem, Operations Research Letters, 21, 240-48.
42. Martínez-Ballesteros, M., Troncoso, A., Martínez-Álvarez, F. & Riquelm, J. C. (2010), Mining quantitative association rules based on evolutionary computation and its application to atmospheric pollution, Integrated Computer-Aided Engineering, 17(3), 227-42.
43. Ng, M. W., Lin, D. Y. & Waller, S. T. (2009), Optimal long-term infrastructure maintenance planning accounting for traffic dynamics, Computer-Aided Civil and Infrastructure Engineering, 24(7), 459-69.
44. Ng, M. W., Park, J. & Waller, S. T. (2010), A hybrid bi-level model for the optimal shelter assignment in emergency evacuations, Computer-Aided Civil and Infrastructure Engineering, 25(8), 547-56.
45. Park, H. S. & Adeli, H. (1995), A neural dynamics model for structural optimization: application to plastic design of structures, Computers and Structures, 57(3), 391-99.
46. Park, H. S. & Adeli, H. (1997), Distributed neural dynamics algorithms for optimization of large steel structures, Journal of Structural Engineering, ASCE, 123(7), 880-88.
47. Paya, I., Yepes, V., González-Vidosa, F. & Hospitaler, A. (2008), Multiobjective optimization of concrete frames by simulated annealing, Computer-Aided Civil and Infrastructure Engineering, 23(8), 596-610.
48. ® 1.0 User Guide, Physical Planning Technologies Inc., Toronto, Canada .
49. Rodriguez, A. & Reggia, J. (2009), A distributed learning algorithm for particle systems, Integrated Computer-Aided Engineering, 16(1), 1-20.
50. Saleh, A. & Adeli, H. (1994), Parallel algorithms for integrated structural and control optimization, Journal of Aerospace Engineering, ASCE, 7(3), 297-314.
51. Sarma, K. & Adeli, H. (1998), Cost optimization of concrete structures, Journal of Structural Engineering, ASCE, 124(5), 570-78.
52. Sarma, K. & Adeli, H. (2000), Fuzzy discrete multicriteria cost optimization of steel structures, Journal of Structural Engineering, ASCE, 126(11), 1339-47.
53. Sarma, K. C. & Adeli, H. (2001), Bi-level parallel genetic algorithms for optimization of large steel structures, Computer-Aided Civil and Infrastructure Engineering, 16(5), 295-304.
54. Sarma, K. C. & Adeli, H. (2002), Life-cycle cost optimization of steel structures, International Journal for Numerical Methods in Engineering, 55(12), 1451-62.
55. US Army Corps of Engineers (2011), BUILDER Engineered Management System, accessed June 28, 2011.
56. Uzarski, D. R. & Burley, L. A. (1997), Assessing building condition by the use of condition indexes, in Infrastructure Condition Assessment: Art, Science, and Practice, in Proceedings of the conference sponsored by the Facilities Management Committee of the Urban Transportation Division of the American Society of Civil Engineers (ASCE), Boston, Massachusetts, August 25-27, 365-74.
57. Yang, H. & Bell, M. G. H. (2001), Transport bilevel programming problems: recent methodological advances, Transportation Research Part B, 35, 1-4.
58. Zeferino, J. A., Antunes, A. P. & Cunha, M. C. (2009), An efficient simulated annealing algorithm for regional wastewater systems planning, Computer-Aided Civil and Infrastructure Engineering, 24(5), 359-70.
59. Zou, Y., Huang, G. H., He, L. & Li, H. (2009), Multi-stage optimal design for groundwater remediation: a hybrid bi-level programming approach, Journal of Contaminant Hydrology, 108, 64-76.