Integration of stochastic deterioration models with multicriteria decision theory for optimizing maintenance of bridge decks

被引:8
|
作者
Morcous, George
Lounis, Zoubir
机构
[1] Natl Res Council Canada, Inst Res Construct, Ottawa, ON K1A 0R6, Canada
[2] Univ Nebraska, Dept Construct Syst, Omaha, NE 68182 USA
关键词
concrete bridge deck; maintenance management; multicriteria optimization; Markov chain; deterioration model;
D O I
10.1139/L06-011
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
This paper presents a new approach to optimizing the maintenance of concrete bridge decks. This approach combines a stochastic deterioration model and a multiobjective optimization model. The stochastic deterioration model is based on the first-order Markov chain, which predicts the probabilistic time variation of bridge deck conditions. The multiobjective optimization model takes into account two important and conflicting criteria: the minimization of maintenance costs and the maximization of the network condition. This approach achieves the best compromise between these competing criteria while considering the uncertainty in bridge deck deterioration. The feasibility and capability of the proposed approach are demonstrated with field data for a sample network of bridge decks obtained from the Ministere des Transports du Quebec database. This example illustrates the effectiveness of the proposed approach in determining the optimal set of maintenance alternatives for reinforced concrete bridge decks when two or more relevant optimization criteria are taken into consideration.
引用
收藏
页码:756 / 765
页数:10
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