Probabilistic Durability Assessment of Concrete Structures in Marine Environments: Reliability and Sensitivity Analysis

A probabilistic framework for durability assessment of concrete structures in marine environments was proposed in terms of reliability and sensitivity analysis, which takes into account the uncertainties under the environmental,material, structural and executional conditions. A time-dependent probab...

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Published inChina ocean engineering Vol. 31; no. 1; pp. 63 - 73
Main Authors Yu, Bo, Ning, Chao-lie, Li, Bing
Format Journal Article
LanguageEnglish
Published Nanjing Chinese Ocean Engineering Society 01.03.2017
Springer Nature B.V
Key Laboratory of Disaster Prevention and Structural Safety of the Ministry of Education, China, School of Civil Engineering & Architecture, Guangxi University, Nanning 530004, China%Shanghai Institute of Disaster Prevention and Relief, Tongji University, Shanghai 200092, China%Natural Hazard Research Centre(NHRC), Nanyang Technological University, Singapore 639798
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ISSN0890-5487
2191-8945
DOI10.1007/s13344-017-0008-3

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Abstract A probabilistic framework for durability assessment of concrete structures in marine environments was proposed in terms of reliability and sensitivity analysis, which takes into account the uncertainties under the environmental,material, structural and executional conditions. A time-dependent probabilistic model of chloride ingress was established first to consider the variations in various governing parameters, such as the chloride concentration,chloride diffusion coefficient, and age factor. Then the Nataf transformation was adopted to transform the nonnormal random variables from the original physical space into the independent standard Normal space. After that the durability limit state function and its gradient vector with respect to the original physical parameters were derived analytically, based on which the first-order reliability method was adopted to analyze the time-dependent reliability and parametric sensitivity of concrete structures in marine environments. The accuracy of the proposed method was verified by comparing with the second-order reliability method and the Monte Carlo simulation. Finally, the influences of environmental conditions, material properties, structural parameters and execution conditions on the time-dependent reliability of concrete structures in marine environments were also investigated. The proposed probabilistic framework can be implemented in the decision-making algorithm for the maintenance and repair of deteriorating concrete structures in marine environments.
AbstractList A probabilistic framework for durability assessment of concrete structures in marine environments was proposed in terms of reliability and sensitivity analysis, which takes into account the uncertainties under the environmental,material, structural and executional conditions. A time-dependent probabilistic model of chloride ingress was established first to consider the variations in various governing parameters, such as the chloride concentration,chloride diffusion coefficient, and age factor. Then the Nataf transformation was adopted to transform the nonnormal random variables from the original physical space into the independent standard Normal space. After that the durability limit state function and its gradient vector with respect to the original physical parameters were derived analytically, based on which the first-order reliability method was adopted to analyze the time-dependent reliability and parametric sensitivity of concrete structures in marine environments. The accuracy of the proposed method was verified by comparing with the second-order reliability method and the Monte Carlo simulation. Finally, the influences of environmental conditions, material properties, structural parameters and execution conditions on the time-dependent reliability of concrete structures in marine environments were also investigated. The proposed probabilistic framework can be implemented in the decision-making algorithm for the maintenance and repair of deteriorating concrete structures in marine environments.
A probabilistic framework for durability assessment of concrete structures in marine environments was proposed in terms of reliability and sensitivity analysis, which takes into account the uncertainties under the environmental, material, structural and executional conditions. A time-dependent probabilistic model of chloride ingress was established first to consider the variations in various governing parameters, such as the chloride concentration, chloride diffusion coefficient, and age factor. Then the Nataf transformation was adopted to transform the non-normal random variables from the original physical space into the independent standard Normal space. After that the durability limit state function and its gradient vector with respect to the original physical parameters were derived analytically, based on which the first-order reliability method was adopted to analyze the time-dependent reliability and parametric sensitivity of concrete structures in marine environments. The accuracy of the proposed method was verified by comparing with the second-order reliability method and the Monte Carlo simulation. Finally, the influences of environmental conditions, material properties, structural parameters and execution conditions on the time-dependent reliability of concrete structures in marine environments were also investigated. The proposed probabilistic framework can be implemented in the decision-making algorithm for the maintenance and repair of deteriorating concrete structures in marine environments.
Author YU Bo NING Chao-lie LI Bing
AuthorAffiliation Key Laboratory of Disaster Prevention and Structural Safety of the Ministry of Education, China, School of Civil Engineering & Architecture, Guangxi University, Nanning 530004, China Shanghai Institute of Disaster Prevention and Relief, Ton~i University, Shanghai 200092, China Nattural Hazard Research Centre (NHRC), Nanyang Technological University, Singapore 639798
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DocumentTitleAlternate Probabilistic Durability Assessment of Concrete Structures in Marine Environments: Reliability and Sensitivity Analysis
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Keywords concrete
chloride
corrosion
sensitivity
durability
reliability
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Notes 32-1441/P
probabilistic environments durability execution verified maintenance parametric apparent repair Sensitivity
A probabilistic framework for durability assessment of concrete structures in marine environments was proposed in terms of reliability and sensitivity analysis, which takes into account the uncertainties under the environmental,material, structural and executional conditions. A time-dependent probabilistic model of chloride ingress was established first to consider the variations in various governing parameters, such as the chloride concentration,chloride diffusion coefficient, and age factor. Then the Nataf transformation was adopted to transform the nonnormal random variables from the original physical space into the independent standard Normal space. After that the durability limit state function and its gradient vector with respect to the original physical parameters were derived analytically, based on which the first-order reliability method was adopted to analyze the time-dependent reliability and parametric sensitivity of concrete structures in marine environments. The accuracy of the proposed method was verified by comparing with the second-order reliability method and the Monte Carlo simulation. Finally, the influences of environmental conditions, material properties, structural parameters and execution conditions on the time-dependent reliability of concrete structures in marine environments were also investigated. The proposed probabilistic framework can be implemented in the decision-making algorithm for the maintenance and repair of deteriorating concrete structures in marine environments.
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Key Laboratory of Disaster Prevention and Structural Safety of the Ministry of Education, China, School of Civil Engineering & Architecture, Guangxi University, Nanning 530004, China%Shanghai Institute of Disaster Prevention and Relief, Tongji University, Shanghai 200092, China%Natural Hazard Research Centre(NHRC), Nanyang Technological University, Singapore 639798
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Snippet A probabilistic framework for durability assessment of concrete structures in marine environments was proposed in terms of reliability and sensitivity...
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SubjectTerms Age factors
Algorithms
Chlorides
Coastal Sciences
Concrete
Concrete structures
Decision making
Diffusion coefficient
Durability
Dye dispersion
Engineering
Environmental conditions
Fluid- and Aerodynamics
Frameworks
Limit states
Maintenance
Marine & Freshwater Sciences
Marine environment
Material properties
Mathematical models
Monte Carlo simulation
Numerical and Computational Physics
Oceanography
Offshore Engineering
Offshore structures
Parameter sensitivity
Parameters
Physical properties
Probabilistic models
Random variables
Reliability
Reliability analysis
Reliability aspects
Reliability engineering
Sensitivity analysis
Simulation
Statistical methods
Structural reliability
Time dependence
Toughness
一阶可靠性方法
二阶可靠性方法
概率模型
海洋环境
混凝土结构
灵敏度分析
耐久性评估
非正态随机变量
Title Probabilistic Durability Assessment of Concrete Structures in Marine Environments: Reliability and Sensitivity Analysis
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https://d.wanfangdata.com.cn/periodical/zghygc-e201701008
Volume 31
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