TY - JOUR
T1 - Stochastic optimization of water pipes for optimal replacement strategy
AU - Shin, Hwisu
AU - Seo, Jeewon
AU - Kim, Kibum
AU - Koo, Jayong
N1 - Publisher Copyright:
© 2018 Desalination Publications. All rights reserved.
PY - 2018/2
Y1 - 2018/2
N2 - In a pipeline system, aging of the pipeline due to a variety of internal and external factors reduces its functionality as a water supply system and increases the risk of pipe failure. Failure of aging pipelines leads to greater social and economic damage, thus through proper repair and replacement, the pipeline systems must be managed to ensure safe water quality and structural performance. In this study, the authors propose a methodology for estimating the replacement time to minimize the life-cycle cost of the pipeline systems. It is assumed that failures in the pipeline system are classified into break and destruction. The occurrence probabilities of break and destruction in a pipeline were estimated using the competing deterioration hazard model. The time to break and destruction are explained by using the exponential hazard model and Weibull hazard model, respectively. The optimal replacement strategies are estimated using life-cycle cost approach. In order to evaluate the applicability of the proposed methodology in this study, an empirical analysis was carried out with the actual data of the pipeline system of S city, Korea.
AB - In a pipeline system, aging of the pipeline due to a variety of internal and external factors reduces its functionality as a water supply system and increases the risk of pipe failure. Failure of aging pipelines leads to greater social and economic damage, thus through proper repair and replacement, the pipeline systems must be managed to ensure safe water quality and structural performance. In this study, the authors propose a methodology for estimating the replacement time to minimize the life-cycle cost of the pipeline systems. It is assumed that failures in the pipeline system are classified into break and destruction. The occurrence probabilities of break and destruction in a pipeline were estimated using the competing deterioration hazard model. The time to break and destruction are explained by using the exponential hazard model and Weibull hazard model, respectively. The optimal replacement strategies are estimated using life-cycle cost approach. In order to evaluate the applicability of the proposed methodology in this study, an empirical analysis was carried out with the actual data of the pipeline system of S city, Korea.
KW - Competing deterioration hazard model
KW - Life-cycle cost approach
KW - Optimal replacement strategy
KW - Pipe break
KW - Pipe destruction
KW - Pipeline systems
UR - http://www.scopus.com/inward/record.url?scp=85045328752&partnerID=8YFLogxK
U2 - 10.5004/dwt.2018.21646
DO - 10.5004/dwt.2018.21646
M3 - Article
AN - SCOPUS:85045328752
SN - 1944-3994
VL - 104
SP - 273
EP - 285
JO - Desalination and Water Treatment
JF - Desalination and Water Treatment
ER -