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Reliability Based Design Optimization of Load and Rating Models for Bridge Structures in Michigan

Posted on:2018-09-20Degree:Ph.DType:Dissertation
University:Wayne State UniversityCandidate:Kamjoo, VahidFull Text:PDF
GTID:1442390002991986Subject:Civil engineering
Abstract/Summary:
The main objective of this study is to develop optimal live load models for design and rating of bridges using reliability-based design optimization (RBDO) methodology, such that target reliability levels for bridge girders subjected to Michigan traffic loads can be consistently met. Traffic data from 20 high-fidelity weigh-in-motion (WIM) sites collected over a two-year period across Michigan will be used for statistical analysis. From the filtered data, load effects are generated for a series of hypothetical bridges considering spans from 20 to 200 ft. and girder spacings from 6 to 12 ft. Simple moments and shears, for both single lane and two lane live load effects, are considered.;Based on the load effect data generated from the WIM vehicle configurations, load effects are probabilistically projected to 5 years (for rating) and 75 years (for design) to obtain estimates for the maximum load effect statistics. An extreme type I projection will be considered.;Optimal design and rating models are developed with a reliability-based optimization process using a genetic algorithm such that discrepancies in bridge structure reliability index are minimized.
Keywords/Search Tags:Load, Bridge, Rating, Reliability, Optimization, Models
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