Roughness level probability prediction using artificial neural networks

Transportation Research Record

Volumn , Issue 1592, 1997, Pages 89-97

  Huang, Yangcai ^a   Moore, Raymond K ^a  

^a UNIVERSITY OF KANSAS   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0005176680     PISSN: 03611981     EISSN: None     Source Type: Journal    
DOI: 10.3141/1592-11     Document Type: Article

References (10)

1. Hudson, W. R., R. Haas, and R. D. Pedigo. NCHRP Report 215: Pavement Management System Development. TRB, National Research Council, Washington, D.C., 1979.
2. Shahin, M. Y. Pavement Management for Airports, Roads, and Parking Lots. Chapman & Hall, New York, 1994.
3. Butt, A. A., M. Y. Shahin, K. J. Feighan, and S. H. Carpenter. Pavement performance Prediction Model Using the Markov Process. In Transportation Research Record 1123, TRB, National Research Council, Washington, D.C., 1987, pp. 12-19.
4. Shahin, M. Y., M. M. Nunez, M. R. Broten, S. H. Carpenter, and A. Sameh. New Techniques for Modeling Pavement Deterioration. In Transportation Research Record 1123, TRB, National Research Council, Washington, D.C., 1987, pp. 40-46.
5. Chua, K. H. Framework for PMS Using Mechanistic Distress Submodels. ASCE Journal of Transportation Engineering, Vol. 122, No. 1, Jan/Feb. 1996, pp. 29-40.
6. Pant, P. D., X. Zhou, R. S. Arudi, A. Bodoxsi, and A. E. Aktan, A Neural-Network-Based Procedure for Condition Assessment of Utility Cuts in Flexible Pavements. In Transportation Research Record 1399, TRB, National Research Council, Washington, D.C., 1993, pp. 8-13.
7. Faghri, A., and J. Hua. Evaluation of Artificial Neural Network Applications in Transportation Engineering. In Transportation Research Record 1358, TRB, National Research Council, Washington, D.C., 1992, pp. 71-80.
8. Anoh-Okine, N. O. Predicting Roughness Progression in Flexible Pavement Using Artificial Neural Networks. Proc., 3rd International Conference on Managing Pavements, Vol. 1, TRB, National Research Council, Washington, D.C., 1994, pp. 55-62.
9. Woodward-Clyde Consultsants. KDOT Pavement Management System. Final Report, Phase III POS. Kansas Department of Transportation, July 1988.
10. Seeds, S. B. Database for Development of FDBIT Roughness Model for Kanss DOT's POs. Technical Memorandum. Project JW86-57. Austin Research Engineers for Woodward-Clyde Consultants, Oct. 2, 1987.