Friday Seminar: Adaptive Optimization Methods in System-Level Bridge Management

Halsted bridge

This week's TRANSOC Friday Seminar features ITS Berkeley PhD candidate Haotian Liu presenting Adaptive Optimization Methods in System-Level Bridge Management.

An adaptive optimization approach, known as Open-Loop Feedback Control (OLFC), is presented for Maintenance, Repair and Replacement planning of systems of bridge components. The proposed implementation of OLFC in Bridge Management Systems is intended to improve bridge management decision-making and deterioration model learning. The OLFC approach is capable of providing more accurate models than the state-of-the-art methods and yielding system cost-savings over any planning horizon when condition survey data are used to update the bridge component deterioration models. OLFC also enables agencies to consider different model classes when learning deterioration models. To illustrate the desirability of this approach, a planning agency is considered to manage a system of facilities with limited prior knowledge of the deterioration models over a designated planning horizon. OLFC is shown to improve model accuracy and reduce system costs, with a demonstration of how to incorporate system budget constraints when the system is heterogeneous. The discussion is confined to bridge decks, the component of bridge structures that undergoes the fastest deterioration, but the methodology presented in this paper is applicable to all bridge components.

The seminar will take place on Friday November 22, 2013 from 4:00-5:00 PM in 534 Davis. Cookie Hour will be taking place as usual in the library at 3:30 PM.