A REVIEW OF WEB BASED EXPERT SYSTEMS FOR FLEXIBLE PAVEMENT MAINTENANCE
DOI:
https://doi.org/10.11113/jt.v78.4754Keywords:
Flexible Pavement, Maintenance of Pavement, Expert System, Tropical Environmental Impacts, Deterioration PavementAbstract
This paper reviews the application of expert systems in a flexible pavement (ESFP). It involves a brief introduction to expert systems explaining how technology plays a role in the creation of latest approaches to highway engineering, development, and maintenance. The paper provides an outline for possibilities of future researches. The purpose of this paper is to summarise the latest outcomes of researches related to the process of engineering, developing and implementing an expert scheme for flexible pavement construction. Moreover, the paper shows the necessity to develop an expert system that can help to control damage in tropical regions. The current expert system does not accommodate the needs for damages and repairs for tropical climates. The tropical region’s highway’s flexible pavements are based on the knowledge of experts who analysed and maintained highway pavements. This system enables the performance engineers to analyse, determine and customise information to help relevant parties during decision-making processes.
References
LIEBOWITZ, J. & DESALVO, D. 1989. Structuring Expert Systems: Domain, Design, And Development. Prentice Hall Professional Technical Reference.
TOWNSEND, C. 1987. Mastering Expert Systems With Turbo Prolog. Sams.
Botoâ€Giralda, Daniel, Francisco J. DÃazâ€Pernas, David Gonzálezâ€Ortega, José F. DÃezâ€Higuera, MÃriam Antónâ€RodrÃguez, Mario MartÃnezâ€Zarzuela, and Isabel Torreâ€DÃez. 2010. Waveletâ€Based Denoising for Traffic Volume Time Series Forecasting with Selfâ€Organizing Neural Networks. Computerâ€Aided Civil and Infrastructure Engineering. 25(7): 530-545.
LEE, D. E., LIM, T. K. & ARDITI, D. 2011. An Expert System For Auditing Quality Management Systems In Construction. Computerâ€Aided Civil and Infrastructure Engineering. 26: 612-631.
KUPRENAS, J. A., SALAZAR, R. & POSADA, R. 1995. An Expert System for the Identification of Causes of Failure of Asphalt Concrete Pavement. Computing in Civil Engineering. ASCE. 582-588.
ROSS, T., VERZI, S., SHULER, S., MCKEEN, G. & SCHAEFER, V. 1990. A Pavement Rehabilitation Expert System (PARES) For Preliminary Design.
OOSHAKSARAIE, L., BASRI, N. E. A., BAKAR, A. A. & MAULUD, K. N. A. 2012. RP< sup> 3 CA: An Expert System Applied In Stormwater Management Plan For Construction Sites In Malaysia. Expert Systems with Applications. 39: 3692-3701.
CASTELLANOS, V., ALBITER, A., HERNÃNDEZ, P. & BARRERA, G. 2011. Failure Analysis Expert System For Onshore Pipelines. Part–I: Structured Database And Knowledge Acquisition. Expert Systems with Applications. 38: 11085-11090.
MOHSEN, J. P. & CROWDER, T. R. 1991. Development Of A Pavement Design Expert System. Electronic Computation. ASCE. 1-7.
ABDALRHMAN MILAD & RIZA ATIQ. 2012. ROAD MAINTENANCE EXPERT SYSTEM FOR STUDY IN LIBYA. International Conference on Engineering and Built Environment (ICEBE) 2012.
MOAZAMI, D., BEHBAHANI, H. & MUNIANDY, R. 2011. Pavement Rehabilitation And Maintenance Prioritization Of Urban Roads Using Fuzzy Logic. Expert Systems with Applications. 38: 12869-12879.
CHOU, J.-S. 2009. Web-based CBR System Applied To Early Cost Budgeting For Pavement Maintenance Project. Expert Systems with Applications. 36: 2947-2960.
SANDRA, A., RAO, V. V., RAJU, K. & SARKAR, A. 2007. Prioritization Of Pavement Stretches Using Fuzzy MCDM Approach–A Case Study. Soft Computing in Industrial Applications. Springer.
KUPRENAS, J. A., SALAZAR, R. & POSADA, R. 1995. An Expert System for the Identification of Causes of Failure of Asphalt Concrete Pavement. Computing in Civil Engineering. ASCE. 582-588.
HANNA, P. B., HANNA, A. S. & PAPAGIANNAKIS, T. A. 1993. Knowledge-Based Advisory System For Flexible Pavement Routine Maintenance. Canadian Journal of Civil Engineering. 20: 154-163.
ROSS, T., VERZI, S., SHULER, S., MCKEEN, G. & SCHAEFER, V. 1990. A Pavement Rehabilitation Expert System (PARES) For Preliminary Design.
GOH, A. 1993. Advisory Expert System For Flexible Pavement Design. Artificial Intelligence In Engineering. 8: 47-56.
LAN, C., CHANG, C.-Y., HUANG, P.-J. & LIU, C.-H. 1993. PDS: An Expert System For Distress Diagnosis Of Flexible Pavements In Taiwan. Computing in Civil and Building Engineering. ASCE. 869-876.
HANNA, P. B., HANNA, A. S. & PAPAGIANNAKIS, T. A. 1993. Knowledge-based Advisory System For Flexible Pavement Routine Maintenance. Canadian Journal of Civil Engineering. 20: 154-163.
SYAMSUNUR, D. & ATIQ, R. 2009. Development of Knowledge-Based Expert System for Flexible Pavement Design. Journal of Applied Sciences. 9.
DECABOOTER, P., WEISS, K. M., SHOBER, S. & DUCKERT, B. 1994. Wisconsin's Pavement Management Decision Support System. Transportation Research Record.
RITCHIE, S. G., YEH, C.-I., MAHONEY, J. P. & JACKSON, N. C. 1987. Surface Condition Expert System For Pavement Rehabilitation Planning. Journal Of Transportation Engineering. 113: 155-167.
RITCHIE, S. G. 1987. A Knowledge-Based Approach To Pavement Overlay Design.
HAJEK, J. J., HAAS, R., CHONG, G. & PHANG, W. A. ROSE. 1987. A Knowledge-Based Expert System For Routing And Sealing. 2nd North American Conference on Managing Pavement. 2.301-2.313.
HAAS, C. & SHEN, H. PRESERVER. 1987. A Knowledge Based Pavement Maintenance Consulting Programme. Second North American Conference on Managing Pavements. Procedings. 2327-2338.
ALLEZ, F., DAUZATS, M., JOUBERT, P., LABAT, J. & PUGGELLI, M. 1988. ERASME: An Expert System For Pavement Maintenance. Transportation Research Record.
TEH, K. T., MUNIANDY, R., HASSAN, A., HASSIM, S. & OMAR, H. 2005. The Development Of Road Construction Material Selection System (RC-MSS). Journal of the Eastern Asia Society for Transportation Studies. 6: 1313-1328.
CHRISTORY, J. P. & LAYE, P. 1991. URBAN ROADS IN FRANCE: OVERVIEW AND RECENT DEVELOPMENTS IN MAINTENANCE MANAGEMENT AIDS. Transportation Research Record.
FWA, T. 1987. Water-induced Distress In Flexible Pavement In A Wet Tropical Climate. Transportation Research Record.
LU, S. 1986. Knowledge-Based Expert System: A New Horizon Of Manufacturing Automation. Proceedings of Knowledge-Based Expert Systems for Manufacturing in the Winter Annual Meeting of ASME, Anaheim, California. 11-23.
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