Journal of Guangdong University of Technology ›› 2018, Vol. 35 ›› Issue (04): 75-80.doi: 10.12052/gdutxb.180019

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Cable-stayed Bridge Steel GirderMaintenance Strategy with Multiple Constraints Optimization Based on Genetic Algorithm

Zhao Xiao-jian   

  1. Guangdong Expressway Co., Ltd. 1, Guangzhou 510623, China
  • Received:2018-02-07 Online:2018-07-09 Published:2018-06-06
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Abstract: A reasonable maintenance program made combining with the bridge deterioration model can effectively reduce the maintenance cost and improve the efficiency of maintenance. The bridge deterioration model is applied based on reliability index. With the bridge condition as boundary condition, andthe maintenance cost minimized in the whole service life as constraint condition, the optimal bridge maintenance strategyis obtained. Agenetic algorithm (GA) is applied to optimize the steel girder maintenance strategy of Haihuang Bridge. The result shows the feasibility of the method.

Key words: structural deterioration model, maintenance strategy, reliability index, genetic algorithm, optimization

CLC Number: 

  • TU312
[1] 赵品, 叶见曙, 荣学亮. 基于既有检测评定数据的混凝土桥面板性能退化规律及养护策略[J]. 公路交通科技, 2012, 29(5):46-51.ZHAO P, YE J S, RONG X L. Behavior deterioration regularity and maintenance strategy of concrete decksbased on examination and evaluation results[J]. Journal of Highway and Transportation Research and Development, 2012, 29(5):46-51.
[2] 朱明敏, 尹新刚, 王晓晶. 基于生命过程的桥梁智能养护决策方法研究[J]. 公路交通科技, 2012, 8(12):17-19.ZHU M M, YIN X G, WANG X J. Research on intelligent maintenance decision method of bridge based on life process[J]. Journal of Highway and Transportation Research and Development, 2012, 8(12):17-19.
[3] 朱劲松, 孟会林. 基于性能劣化分析的钢桥维护策略优化研究[J]. 世界桥梁, 2010,(4):58-62.ZHU J S, MENG H L. Research of maintenance strategy optimization of steelbridges based on performance deterioration analysis[J]. Bridge of the World, 2010,(4):58-62.
[4] 王晓明, 贺耀北, 贺拴海. 考虑不确定性的既有桥梁网络管养对策优化[J]. 长安大学学报(自然科学版), 2015, 35(6):71-78.WANG X M, HE Y B, HE S H Maintenance strategy optimization of existing bridgenetwork with consideration of uncertainty[J]. Maintenance strategy optimization of existing bridgenetwork with consideration of uncertainty[J]. Journal of Chang'an University(Natural Science Edition), 2015, 35(6):71-78.
[5] 邵旭东, 彭建新, 晏班夫. 基于结构可靠度的劣化桥梁维护方案成本优化研究[J]. 工程力学, 2008, 25(9):149-155.SHAO X D, PENG J X, YAN B F. Structural reliability-based life-cycle cost optimization of maintenance interventions for deteriorating bridges[J]. Engineering Mechanics, 2008, 25(9):149-155.
[6] LIU M, FRANGOPOL D M. Multi-objective maintenance planning optimization for deteriorating bridges considering condition, safety, and life-cycle cost[J]. Journal of Structural Engineering, 2005, 131(5):833-835.
[7] LIU M, FRANGOPOL D M. Optimal bridge maintenance planning based on probabilistic performance prediction[J]. Engineering Structures, 2004, 26:991-1002.
[8] KONG J S, FRANGOPOL D M. Cost reliability interaction in life cycle cost optimization of deteriorating structures[J]. Journal of Structural Engineering, ASCE, 2004, 130(11):1704-1712.
[9] 禹智涛, 韩大建. 某钢筋混凝土桥梁现有状况评定及维修加固方案[J]. 广东工业大学学报, 2004, 21(1):83-87.YU Z T, HAN D J. Current conditions evaluation and maintenance plans for a reinforced concrete bridge[J]. Journal of Guangdong University of Technology, 2004, 21(1):83-87.
[10] JIANG M, SINHAK I. Bridge service life prediction model using the markov chain[C]//1989, Transportation Research Circular. Washington D. C.:[s. n.], 1989:24-30.
[11] KONG J S. Lifetime maintenance strategies for deteriorating structures[D]. PhD, Thesis, Department of Civil, Environmental, and Architectural Engineering, University of Colorado, Boulder, Colorado. 2001.
[12] 曹明兰. 桥梁维修全寿命经济分析与优化的理论框架研究[D]. 哈尔滨工业大学交通科学与工程学院, 2007.
[13] 中国交通部. JTG H11-2004. 公路桥涵养护技术规范[S]. 北京:人民交通出版社, 2004.
[14] 吴宇蒙, 常军. 基于养护管理系统的既有桥梁生命周期成本模型研究[J]. 苏州科技学院学报(工程技术版), 2010, 23(1):44-49.WU Y M, CHANG J. Study on in-service bridge life cycle cost model based on maintenance management system[J]. Journal of Suzhou University of Science and Technology (Engineering and Technology), 2010, 23(1):44-49.
[15] FRANGOPOLD M, KONGJ S, GHARAIBEH E S. Reliability-based life-cycle management of highway bridges[J]. Journal of Computing in Civil Engineering, ASCE, 2001, 15(1):27-34.
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