Linear model predictive control with lifted bilinear models by Koopman-based approach

This study proposes a linear Model Predictive Control (MPC) method that combines high prediction accuracy with low computational cost, using a lifted bilinear model based on Koopman theory. In recent years, there has been a growing interest in approaches to learning prediction models that determine...

Full description

Bibliographic Details
Main Authors: Masaki Kanai, Masaki Yamakita
Format: Article
Language:English
Published: Taylor & Francis Group 2022-06-01
Series:SICE Journal of Control, Measurement, and System Integration
Subjects:
Online Access:http://dx.doi.org/10.1080/18824889.2022.2104006