TY - JOUR
T1 - Multiple-Voltage-Vector Model-Free Predictive Deadbeat Control With Updated Reference Voltage Vector for PMSM Drive
AU - Li, Xiangcheng
AU - Yang, Yong
AU - Sun, Jun
AU - Xiao, Yang
AU - Fan, Mingdi
AU - Ni, Kai
AU - Hu, Jiefeng
AU - Wen, Huiqing
AU - Yang, Hui
AU - Rodriguez, Jose
N1 - Publisher Copyright:
© 1986-2012 IEEE.
PY - 2025
Y1 - 2025
N2 - Model predictive control (MPC) has been extensively investigated for its impressive dynamic response and efficacy in controlling non-linear systems. However, MPC faces challenges in terms of robustness, primarily due to its dependency on system parameters. In contrast, model-free predictive control (MFPC) offers an alternative that relies on the inputs and outputs of the system without applying system parameters in each control period. To avoid the problem of the stator current gradient update stagnation existing in the conventional MFPC strategy, this article proposes an enhanced MFPC strategy based on a novel reference voltage vector (VV) updating mechanism. In the proposed strategy, the reference VVs for the present control period are determined by evaluating the difference between the reference current and the sampling current, which is related to the previously calculated VVs of the contiguous control period. By substituting the current gradient with the updated reference VVs, the proposed strategy effectively reduces the interferences arising from inaccurate current gradients, enhancing the steady-state performance of the system. The proposed MFPC is verified using a laboratory 0.5 kw permanent magnet synchronous motor drive setup.
AB - Model predictive control (MPC) has been extensively investigated for its impressive dynamic response and efficacy in controlling non-linear systems. However, MPC faces challenges in terms of robustness, primarily due to its dependency on system parameters. In contrast, model-free predictive control (MFPC) offers an alternative that relies on the inputs and outputs of the system without applying system parameters in each control period. To avoid the problem of the stator current gradient update stagnation existing in the conventional MFPC strategy, this article proposes an enhanced MFPC strategy based on a novel reference voltage vector (VV) updating mechanism. In the proposed strategy, the reference VVs for the present control period are determined by evaluating the difference between the reference current and the sampling current, which is related to the previously calculated VVs of the contiguous control period. By substituting the current gradient with the updated reference VVs, the proposed strategy effectively reduces the interferences arising from inaccurate current gradients, enhancing the steady-state performance of the system. The proposed MFPC is verified using a laboratory 0.5 kw permanent magnet synchronous motor drive setup.
KW - Deadbeat control
KW - model predictive control (MPC)
KW - model-free predictive control (MFPC)
KW - multiple voltage vectors (VVs)
KW - permanent magnet synchronous motor (PMSM)
UR - http://www.scopus.com/inward/record.url?scp=86000427092&partnerID=8YFLogxK
U2 - 10.1109/TPEL.2024.3445497
DO - 10.1109/TPEL.2024.3445497
M3 - Article
AN - SCOPUS:86000427092
SN - 0885-8993
VL - 40
SP - 6492
EP - 6505
JO - IEEE Transactions on Power Electronics
JF - IEEE Transactions on Power Electronics
IS - 5
ER -