A novel approach to PFC for nonlinear systems

Date

2022-06-10

Free to read from

Supervisor/s

Journal Title

Journal ISSN

Volume Title

Publisher

Elsevier

Department

Type

Article

ISSN

0947-3580

Format

Citation

Rossiter JA, Aftab MS, Panoutsos G, Gonzalez-Villareal O. (2022) A novel approach to PFC for nonlinear systems, European Journal of Control, Volume 68, November 2022, Article number 100668

Abstract

This paper proposes a computationally efficient predictive control law for non-linear systems, that is one that can easily be coded and implemented on low cost hardware. Moreover, it has a secondary core benefit that the core tuning parameter reduces to a single choice which is: how much faster than open-loop would you like the closed-loop to converge? Conceptually the approach builds on the PFC approach but proposes a very different type of coincidence condition which removes the lag associated to the conventional approach. Simulations demonstrate that for some non-linear systems this is a cheap and simple way of ensuring effective feedback, with constraint handling.

Description

Software Description

Software Language

Github

Keywords

Predictive functional control, Computational efficiency, Transparent tuning, Nonlinear systems

DOI

Rights

Attribution-NonCommercial-NoDerivatives 4.0 International

Relationships

Relationships

Supplements

Funder/s