Learning Control-Affine Reduced-Order Models via Autoencoders

Ali Mjalled, Martin Mönnigmann

We present in this paper a framework for the identification of control-affine reduced-order models (ROMs). The proposed method utilizes autoencoders (AEs) to transform the high-dim…