Time-certified Input-constrained NMPC via Koopman Operator

Determining solving-time certificates of nonlinear model predictive control (NMPC) implementations is a pressing requirement when deploying NMPC in production environments. Such a certificate guarantees that the NMPC controller returns a solution before the next sampling time. However, NMPC formulat...

Full description

Bibliographic Details
Main Authors: Wu, Liang, Ganko, Krystian, Braatz, Ricahrd D
Other Authors: Massachusetts Institute of Technology. Department of Chemical Engineering
Format: Article
Language:English
Published: Elsevier BV 2024
Online Access:https://hdl.handle.net/1721.1/157675