Risk-based maintenance and rehabilitation decisions for transportation infrastructure networks

Transportation Research Part A: Policy and Practice

Volumn 44, Issue 4, 2010, Pages 236-248

  Seyedshohadaie, S Reza ^a   Damnjanovic, Ivan ^b   Butenko, Sergiy ^a  

^a Texas AandM University   (United States)

^b TEXAS A AND M UNIVERSITY   (United States)

Author keywords

CVaR; Maintenance; Rehabilitation; Resource allocation; Risk

Indexed keywords

BUDGET CONTROL; DETERIORATION; LINEAR PROGRAMMING; MAINTENANCE; MARKOV PROCESSES; PATIENT REHABILITATION; RESOURCE ALLOCATION; RISK ANALYSIS; RISKS; VALUE ENGINEERING;

CONDITIONAL VALUE-AT-RISK; CVAR; LINEAR PROGRAMMING MODELS; MARKOV DECISION PROCESSES; RESOURCE ALLOCATION PROBLEM; RISK-BASED MAINTENANCES; TRANSITIONAL PROBABILITY; TRANSPORTATION INFRASTRUCTURES;

RISK ASSESSMENT;

LINEAR PROGRAMING; MAINTENANCE; MARKOV CHAIN; PAVEMENT; PLANNING METHOD; RESOURCE ALLOCATION; TRANSPORTATION INFRASTRUCTURE; TRANSPORTATION POLICY;

EID: 77649184577     PISSN: 09658564     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.tra.2010.01.005     Document Type: Article

References (30)

1. ASCE. Report Card for America's Infrastructure, 2005. %3cwww.asce.org/reportcard/2005%3e.
2. Carnahan J.V., Davis W.J., Shahin M.Y., Keane P.L., and Wu M.I. Optimal maintenance decisions for pavement management. Journal of Transportation Engineering 113 (1987)
3. Chootinana P., Chena A., Horrocksb M.R., and Bollingc D. A multi-year pavement maintenance program using a stochastic simulation-based genetic algorithm approach. Transportation Research Part A: Policy and Practice 40 (2006) 725-743
4. Chu C., and Durango-Cohen P. Estimation of infrastructure performance models using state-space specifications of time series models. Transportation Research Part C: Emerging Technologies 15 (2007) 17-32
5. Damnjanovic I., and Zhang Z. Applying method of moments to model reliability of pavements infrastructure. ASCE Journal of Transportation Engineering 132 (2006) 416-424
6. Durango-Cohen P. A time series analysis framework for transportation infrastructure management. Transportation Research Part B: Methodological 41 (2007) 493-505
7. Durango-Cohen P., and Madanat S. Optimal maintenance and repair policies in infrastructure management under uncertain facility deterioration rates: an adaptive control approach. Transportation Research Part A 36 9 (2002) 763-778
8. Durango-Cohen P., and Madanat S. Optimization of inspection and maintenance decisions for infrastructure facilities under performance model uncertainty: A quasi-Bayes approach. Transportation Research, Part A (2007)
9. Feighan K.J., Shahin M.Y., Sinha K.C., and White T.D. Application of dynamic programming and other mathematical techniques to pavement management systems. Transportation Research Record, Washington, DC (1988) 90-98
10. Golabi K., Kulkarni R., and Way G. A statewide pavement management system. Interfaces 12 6 (1982)
11. Gopal S., and Majidzadeh K. Application of Markov decision process to level-of-service-based maintenance systems. Transportation Research Record vol. 1304 (1991), Transportation Research Board, Washington, DC 12-17
12. Guignier F., and Madanat S. Optimization of infrastructure systems maintenance and improvement policies. ASCE Journal of Infrastructure Systems 5 4 (1999)
13. Guillaumot V., Durango-Cohen P., and Madanat S. Adaptive optimization of infrastructure maintenance and inspection decisions under performance model uncertainty. ASCE Journal of Infrastructure Systems 9 4 (2003) 133-139
14. Harper W., and Majidzadeh K. Use of expert opinion in two pavement management systems. Transportation Research Record 1311 (1991) 242-247
15. Jido M., Otazawa T., and Kobayashi K. Optimal repair and inspection rules under uncertainty. Journal of Infrastructure Systems 14 (2008) 150-158
16. Kuhn K., and Madanat S. Model uncertainty and the management of a system of infrastructure facilities. Transportation Research, Part C 13 4 (2005) 391-404
17. Kuhn, K.D., Network-level infrastructure management using approximate dynamic programming. Journal of Infrastructure Systems. doi:10.1061/(ASCE)IS.1943-555X.0000019 (Posted ahead of print August 3, 2009).
18. Li N., Xie W.-C., and Haas R. Reliability-based processing of Markov chains for modeling pavement network deterioration. Transportation Research Record 1524 (1996) 203-213
19. Li Y., and Madanat S. A steady-state solution for the optimal pavement resurfacing problem. Transportation Research, Part A 36 5 (2002) 347-365
20. Madanat S. Optimal infrastructure management decisions under uncertainty. Transportation Research, Part C 1 1 (1993)
21. Madanat S., and Ben-Akiva M. Optimal inspections and repair policies for infrastructure facilities. Transportation Science 28 1 (1994) 55-62
22. Madanat S., Park S., and Kuhn K. Adaptive optimization and systematic probing of infrastructure system maintenance policies under model uncertainty. Journal of Infrastructure Systems 12 (2006) 192-198
23. Mbwana J.R., and Turnquist M.A. Optimization modeling for enhanced network-level pavement management systems. Transportation Research Record vol. 1524 (1996), TRB, National Research Council, Washington, DC 76-85
24. Ouyang Y., and Madanat S. Optimal scheduling of rehabilitation activities for multiple pavement facilities: exact and approximate solutions. Transportation Research, Part A 38 5 (2004) 347-365
25. Puterman M. Markov Decision Processes: Discrete Stochastic Dynamic Programming (1994), John Wiley and Sons, New York
26. Rockafellar R.T., and Uryasev S. Optimization of conditional value-at-risk. Journal of Risk 2 3 (2000) 21-41
27. Rockafellar R.T., and Uryasev S. Conditional value-at-risk for general loss distributions. Journal of Banking and Finance 26 7 (2002) 1443-1471
28. Smilowitz K., and Madanat S. Optimal inspection and maintenance policies for infrastructure networks. Computer Aided Civil Infrastructure Engineering 15 1 (2000) 5-13
29. Tsunokawa K., and Schofer J. Trend curve optimal control model for highway pavement maintenance: case study and evaluation. Transportation Research, Part A 28 2 (1994) 151-166
30. Yina Y., Lawphongpanich S., and Loua Y. Estimating investment requirement for maintaining and improving highway systems. Transportation Research Part C: Emerging Technologies 16 (2008) 199-211