Project Title | Determination of Bridge Element Weights based on Data-driven Models |
University | West Virginia University University of Delaware |
Principal Investigator(s) | PI: Yoojung Yoon, West Virginia University Co-PI: Monique Head, University of Delaware |
Funding Source(s) and Amounts Provided (by each agency or organization) | West Virginia University Federal Share — $56,257 University of Delaware Federal Share — $56,217 West Virginia University Match Share — $56,284 University of Delaware Match Share — $56,233 |
Total Project Cost | $224,991 |
Start and End Dates | 04/01/2022 - 09/01/2024 |
Brief Description of Research Project | This research aims to present data-driven models that determine bridge element weights towards overall bridge health, considering bridges in different operational and environmental conditions. The specific objectives for the research aim are: 1. Create bridge breakdown structures that define bridge elements in hierarchical structural relationships by bridge components 2. Analyze element condition data and National Bridge Inventory (NBI) condition rating data for deterioration curves at both levels of bridge elements and components 3. Apply a similarity measure to analyze the time-varying similarities of deterioration curves between a bridge element and its upper-level bridge component 4. Identify weight-changing factors that are hypothesized to change bridge element weights across bridges in different operational and environmental conditions and formulate their effects on individual bride element weights 5. Evaluate bridge element weights derived from this project |