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http://dx.doi.org/10.3741/JKWRA.2003.36.1.045

Development of Optimal Rehabilitation Model for Water Distribution System Based on Prediction of Pipe Deterioration (I) - Theory and Development of Model -  

Kim, Eung-Seok (고려대학교 부설 방재과학기술연구센터)
Publication Information
Journal of Korea Water Resources Association / v.36, no.1, 2003 , pp. 45-59 More about this Journal
Abstract
The method in this study, which is more efficiency than the existing method, propose the optimal rehabilitation model based on the deterioration prediction of the laying pipe by using the deterioration survey method of the water distribution system. The deterioration prediction model divides the deterioration degree of each pipe into 5 degree by using the probabilistic neural network. Also, the optimal residual durability is estimated by the calculated deterioration degree in each pipe and pipe diameter. The optimal rehabilitation model by integer programming base on the shortest path can calculate a time and cost of maintenance, rehabilitation, and replacement. Also, the model is divided into budget constraint and no budget constraint. Consequently, the model proposed by the study can be utilized as the quantitative method for the management of the water distribution system.
Keywords
optimal rehabilitation; probabilistic neural network; optimal residual durability; shortest path;
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Times Cited By KSCI : 3  (Citation Analysis)
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1 Duan, Li, Yacov Y. H. (1992). 'Optimal Maintenance-Related Decision Making for Deteriorating Water Distribution Systems' J.W.R.R. Vol. 28, No. 4, pp. 1053-1061   DOI
2 Halhal, D.,Walters, G. A.,Ouazar, D., and Savic, D. A. (1997). 'Water Network Rehabilitation with Structured Messy Genetic Algorithm', Journal of Water Resources Planning and Management, Vol.123, No. 3, pp.137-146   DOI   ScienceOn
3 Kettler, A. J. and Goulter, L. C. (1985). 'An analysis of pipe breakage in urban water distribution networks', Can. Journal Civil Engineering, Vol. 12, No. 2, pp. 286-293   DOI   ScienceOn
4 Kim, J. H. (1992). Optimal Rehabilitation Replacement Model for Water Distribution System. Ph.D. Dissertation, The University of Texas at Austin, Texas
5 Kim, J. H. and Mays, L. W. (1994). 'Optimal Rehabilitation/Replacement Model for Water Distribution System', Journal of Water Resources Planning and Management, Vol. 120. No. 5, pp. 674-692, ASCE, September   DOI   ScienceOn
6 김응석, 김중훈, 이현동, 정원식, 곽필재 (2002). '상수관로의 노후도 평가 : (Ⅰ) 조사 방법 개발', 한국수자원학회 학술발표회 논문집(I), 한국수자원학회, pp. 371-376   과학기술학회마을
7 김응석, 김중훈, 이현동, 정원식, 곽필재 (2002). '상수관로의 노후도 평가 : (Ⅱ) 영향 인자 및 가중치 산정', 한국수자원학회 학술발표회 논문집(I), 한국수자원학회, pp. 419-424   과학기술학회마을
8 김중훈, 김종우, 이현동, 김성한 (1996). '기존 상수도 노후관망의 개량 및 관리기법의 개발', 한국수자원학회논문집, 대한토목학회, 제29권, 제3호, pp.197-205   과학기술학회마을
9 이창용, 김응석, 신현석, 김중훈(2000). '확률적 신경망을 이용한 상수도 노후관 추정에 관한 연구', 대한토목학회논문집, 대한토목학회, 제20권 제2-B, pp. 197-210
10 이현동 (1994). '수도관의 노후화 판정기법', <건설기술정보>, 한국건설기술연구원 통권 125호, pp.9-15
11 전왕규 (1998). GIS를 이용한 상수도관의 노후도 평가 및 관리 시스템 개발, 석사학위논문, 인천대학교 대학원
12 환경부 (2001). 유수율 제고 연구
13 한국수자원공사 (1995). 수도관 개량을 위한 의사결정 시스템 개발
14 Walski, T. M. (1985). 'Assuring Accurate Model Calibration,' Journal of the American Water Works Association, Vol. 77, No. 12 pp. 38-41, December
15 Andreou, S. A.,D. H. Marks and Clark. (1987).' A new methodology for modeling failure patterns in deteriorating water distribution systems: Theory, Adv. Water Resoruce. Vol. 10, pp. 2-10   DOI   ScienceOn
16 Clark, R. M.,Stafford, C. L. and Goodrich, J. A.(1982). 'Water distribution systems: A spatial and cost evaluation', Journal of Water Resources Planning and Management, Vol. 108, pp. 243-257
17 Lansey, K. E., Basnet C.,Mays, L. W., and Woodburn, J. (1992). 'Optimal maintenance Scheduling for Water Distribution Systems,' to published in Civil Engineering System, England
18 Sullivan, J. P. Jr. (1982) 'Maintaining aging System-Boston's Approach', Journal of the American Water Works Association, Vol.74, No. 11, pp. 555-559, November
19 Woodburn, J., Lansey, K. E., and Mays, L. W. (1987). 'Model for the Optimal Replacement and Replacement of Water Distribution System Component', Proceeding of the 1987 National Conference on Hydraulic Engineering, ASCE, pp. 606-611
20 Walski, T. M. (1982). 'Economic Analysis of Rehabilitation of Water Mains', Journal of Water Resources Planning and Management, Vol. 108, No. 3, pp. 296-304
21 Shamir, U. and Howard, C. D. (1979). 'An Analytic Approach to Scheduling Pipe Replacement', Journal of the American Water Works Association, Vol. 71, No. 5, pp. 248-258   DOI