Continuous-control-set model-free predictive fundamental current control for PMSM system

F Wang, Y Wei, H Young, D Ke, H **e… - IEEE Transactions on …, 2023‏ - ieeexplore.ieee.org
Although the robustness is enhanced essentially by the model-free predictive control, the
accuracy of its data-driven model is directly affected by the unnecessary current harmonics …

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 …

[HTML][HTML] Model-free predictive control and its applications

M Nauman, W Shireen, A Hussain - Energies, 2022‏ - mdpi.com
Predictive control offers many advantages such as simple design and a systematic way to
handle constraints. Model predictive control (MPC) belongs to predictive control, which uses …

Autoregressive moving average model-free predictive current control for PMSM drives

Y Wei, F Wang, H Young, D Ke… - IEEE Journal of …, 2023‏ - ieeexplore.ieee.org
To eliminate the influence of the parameter mismatches and obtain high model quality, a
model-free predictive current control (MF-PCC) strategy based on the autoregressive …

Model-free predictive current control using extended affine ultralocal for PMSM drives

Y Wei, H Young, D Ke, F Wang… - IEEE Transactions on …, 2023‏ - ieeexplore.ieee.org
Ultralocal is always used to solve the problem of weak robustness in predictive control to
resist the influences caused by some time-varying physical parameters in the motor driving …

PLPR-Based Predictive Control for LCL-Filtered Voltage Source Inverters

Z Yin, F Deng, A Ghanem, SS Kaddah… - IEEE Transactions on …, 2024‏ - ieeexplore.ieee.org
The model predictive control (MPC) is sensitive to parameter variations in LCL-filtered
voltage source inverters (VSIs). To improve the robustness of the MPC, this article proposes …

Dynamic-linearization-based predictive control of a voltage-source inverter

W Wu, L Qiu, X Liu, J Ma, J Rodriguez… - IEEE Transactions on …, 2023‏ - ieeexplore.ieee.org
In pursuit of accurate and fast trajectory tracking of power converters, an explicit model is
commonly used in the finite control-set model predictive control (FCS-MPC) framework to …

Artificial Intelligence in the Hierarchical Control of ac, dc and Hybrid ac/dc Microgrids–A Review

J Gutiérrez-Escalona, C Roncero-Clemente… - IEEE …, 2024‏ - ieeexplore.ieee.org
Growing concerns about the energy and environmental crisis are accelerating the transition
to a sustainable energy generation landscape through the integration of distributed …

Continuous-control-set model-free predictive control using time-series subspace for PMSM drives

F Wang, Y Wei, H Young, D Ke… - IEEE Transactions …, 2023‏ - ieeexplore.ieee.org
Recently, data analysis is used in model-free predictive control to mitigate the effects of
parameter mismatches in parametric models. However, the finite-control-set (FCS) type …

Model-free predictive control using sinusoidal generalized universal model for PMSM drives

Y Wei, H Young, D Ke, F Wang, H Qi… - IEEE Transactions on …, 2024‏ - ieeexplore.ieee.org
To address the issue of weak robustness caused by parameter mismatches in model
predictive control (MPC), model-free predictive control is widely adopted in motor driving …