Adaptive Uncertainty Quantification for Scenario-based Control Using Meta-learning of Bayesian Neural Networks

Yajie Bao, Javad Mohammadpour Velni

Scenario-based optimization and control has proven to be an efficient approach to account for system uncertainty. In particular, the performance of scenario-based model predictive…