posted on 2025-05-10, 13:09authored byRoky Baidya, Ricardo P. Aguilera, Pablo Acuna, Ramón A. Delgado, Tobias Geyer, Daniel Quevedo, Toit Mouton
Recently, an efficient optimization strategy based on the sphere decoding algorithm (SDA) has been proposed to solve the optimal control problem underlying direct model predictive control (MPC) formulations with long horizons. However, as will be elucidated in this work, this optimization algorithm presents some limitations during transient operation of power converters, which increase the execution time required to obtain the optimal solution. To overcome this issue, the present work presents an improved version of the SDA for direct MPC that is not affected by transient operations of the power converter. The key novelty of the proposal is to reduce the execution time of the SDA when the system is in a transient by projecting the unconstrained optimal solution onto the envelope of the original finite control set. As evidenced by the simulation results, the proposed SDA is able to quickly compute the optimal solution for the long-horizon direct MPC during both steady-state and transient operation of the power converter.
History
Source title
Proceedings of the IECON2016 - 42nd Annual Conference of the Industrial Electronics Society
Name of conference
IECON2016 - 42nd Annual Conference of the Industrial Electronics Society
Location
Florence, Italy
Start date
2016-10-24
End date
2016-10-27
Pagination
5039-5045
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Place published
Piscataway, NJ
Language
en, English
College/Research Centre
Faculty of Engineering and Built Environment
School
School of Electrical Engineering and Computer Science