Journal · Published ·
Multi-Level Bayesian Calibration of a Multi-Component Dynamic System Model
Berkcan Kapusuzoglu, Sankaran Mahadevan, Shunsaku Matsumoto, Yoshitomo Miyagi, Daigo Watanabe
Journal of Computing and Information Science in Engineering · Journal
Summary
This paper proposes multi-level Bayesian calibration for time-dependent multi-component systems using heterogeneous measurements.
Research contribution
The approach estimates component- and system-level parameters sequentially and compares offline and online calibration strategies.