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A Multiple Model Approach To Bridge Deterioration Modeling, Jin A. Collins

Open Access Theses & Dissertations

Bridge Management Systems (BMSs) have been used to support decision-making in bridgeprojects, including maintenance, rehabilitation, and replacement under financial constraints. These decisions are predicated on the ability to estimate bridgesâ?? future condition states to optimize bridge network systems' performance. Deterioration models are commonly used tools to help transportation agencies make predictions of future condition states of infrastructure facilities, schedule capital investments, and make comparative decisions. Numerous deterioration models have been developed over the last few decades. In particular, Markov chain models utilize bridge data collected from the National Bridge Inventory (NBI) database to make predictions. The accuracy of predictions is …