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-free predictive control of motor drives and power converters: A review

M Khalilzadeh, S Vaez-Zadeh, J Rodriguez… - Ieee …, 2021 - ieeexplore.ieee.org
Predictive control has emerged as a promising control method in a variety of technological
fields. Model predictive control, as one of the subdivisions of this control method, has found …

Data-driven continuous-set predictive current control for synchronous motor drives

PG Carlet, A Favato, S Bolognani… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Optimization-based control strategies are an affirmed research topic in the area of electric
motor drives. These methods typically rely on the accurate parametric representation of …

Speed sensorless model predictive current control based on finite position set for PMSHM drives

X Sun, T Li, Z Zhu, G Lei, Y Guo… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
As an efficient control strategy, model predictive current control (MPCC) has rapid response
and simple calculation. This article proposes an improved MPCC scheme for permanent …

Data-driven recursive least squares estimation for model predictive current control of permanent magnet synchronous motors

A Brosch, S Hanke, O Wallscheid… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The performance of model predictive controllers (MPC) strongly depends on the quality of
their models. In the field of electric drive control, white-box (WB) modeling approaches …

Model-free predictive control of grid-forming inverters with $ LCL $ filters

R Heydari, H Young… - … on Power Electronics, 2022 - ieeexplore.ieee.org
With the increasing penetration of distributed energy resources into islanded microgrids, a
grid-forming inverter (GFI) has become the key element interfacing renewable energy …

Model-free predictive current control of a voltage source inverter

J Rodriguez, R Heydari, Z Rafiee, HA Young… - IEEE …, 2020 - ieeexplore.ieee.org
Conventional model predictive control (MPC) of power converter has been widely applied to
power inverters achieving high performance, fast dynamic response, and accurate transient …

Integral sliding mode control based deadbeat predictive current control for PMSM drives with disturbance rejection

Y Xu, S Li, J Zou - IEEE Transactions on Power Electronics, 2021 - ieeexplore.ieee.org
To promote the control performance of the modern high-precision permanent-magnet
synchronous motor (PMSM) system on the existence of the time-delay and parameter …

Generalized data-driven model-free predictive control for electrical drive systems

Y Wei, H Young, F Wang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The performance of model predictive control has a strong correlation to the precision of the
physical parameters of the plant, and these parameters are hard to determine since they are …

Recurrent neural network-based robust adaptive model predictive speed control for PMSM with parameter mismatch

TT Nguyen, HN Tran, TH Nguyen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Due to the fast dynamic response and ability to handle the constraints, model predictive
control (MPC) is becoming an exciting and widely applied approach for permanent magnet …