Model predictive control of power electronic systems: Methods, results, and challenges

P Karamanakos, E Liegmann, T Geyer… - IEEE Open Journal of …, 2020 - ieeexplore.ieee.org
Model predictive control (MPC) has established itself as a promising control methodology in
power electronics. This survey paper highlights the most relevant MPC techniques for power …

Model predictive control for power converters and drives: Advances and trends

S Vazquez, J Rodriguez, M Rivera… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
Model predictive control (MPC) is a very attractive solution for controlling power electronic
converters. The aim of this paper is to present and discuss the latest developments in MPC …

State of the art of finite control set model predictive control in power electronics

J Rodriguez, MP Kazmierkowski… - IEEE Transactions …, 2012 - ieeexplore.ieee.org
This paper addresses to some of the latest contributions on the application of Finite Control
Set Model Predictive Control (FCS-MPC) in Power Electronics. In FCS-MPC, the switching …

Predictive control in power electronics and drives

P Cortés, MP Kazmierkowski… - IEEE Transactions …, 2008 - ieeexplore.ieee.org
Predictive control is a very wide class of controllers that have found rather recent application
in the control of power converters. Research on this topic has been increased in the last …

A model predictive control system for a hybrid battery-ultracapacitor power source

B Hredzak, VG Agelidis, M Jang - IEEE Transactions on Power …, 2013 - ieeexplore.ieee.org
A model predictive control system for a hybrid battery-ultracapacitor power source is
proposed and experimentally verified in this paper. The main advantage of the proposed …

A tutorial and review discussion of modulation, control and tuning of high-performance dc-dc converters based on small-signal and large-signal approaches

S Kapat, PT Krein - IEEE Open Journal of Power Electronics, 2020 - ieeexplore.ieee.org
Many commercial controller implementations for dc-dc converters are based on pulse-width
modulation (PWM) and small-signal analysis. Increasing switching frequencies, linked in …

Direct voltage control of DC–DC boost converters using enumeration-based model predictive control

P Karamanakos, T Geyer… - IEEE transactions on power …, 2013 - ieeexplore.ieee.org
This paper presents a model predictive control (MPC) approach for dc-dc boost converters.
A discrete-time switched nonlinear (hybrid) model of the converter is derived, which captures …

Modeling electronic power converters in smart DC microgrids—An overview

A Frances, R Asensi, O Garcia… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Electronic power converters (EPCs) are the key elements of the smart dc microgrid
architectures. In order to enhance the controllability of the system, most of the elements are …

Comparison of hybrid control techniques for buck and boost DC-DC converters

S Mariéthoz, S Almér, M Bâja… - IEEE transactions on …, 2009 - ieeexplore.ieee.org
Five recent techniques from hybrid and optimal control are evaluated on two power
electronics benchmark problems. The benchmarks involve a number of practically …

Active learning for nonlinear system identification with guarantees

H Mania, MI Jordan, B Recht - arXiv preprint arXiv:2006.10277, 2020 - arxiv.org
While the identification of nonlinear dynamical systems is a fundamental building block of
model-based reinforcement learning and feedback control, its sample complexity is only …