TY - GEN
T1 - Disturbance Attenuation-based Full Closed-Loop FCS Model Predictive Position Control for PMSM-based Actuators used in Robotics
AU - Gong, Chao
AU - Liu, Yunshu
AU - Zhao, Xing
AU - Zhang, Xiaotian
AU - Rodriguez, Jose
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - In this paper, a novel approach is introduced to address the challenges associated with controlling permanent magnet synchronous motor (PMSM)-based actuators in robotics. The proposed method is a disturbance attenuation-based full closed-loop finite control set model predictive position control (FCS-MPPC) scheme. First, a discrete position prediction model is developed to serve as the foundational framework for the fully-closed-loop FCS-MPPC implementation. Second, to enhance resistance capability to disturbances, a mathematical model is created, including a disturbance term, and a disturbance observer is employed to monitor and adjust these disturbances in real time. The adjusted values are then integrated into the prediction process to ensure that the FCS-MPPC controller optimally selects voltage vectors for precise motor control. The proposed approach eliminates the need for separate speed and current control loops, instead utilizing a unified position control loop for PMSM rotor control. This results in a high system bandwidth and exceptional dynamic response, albeit with a relatively lower resistance to high-frequency disturbances. Finally, simulation results are provided to validate the proposed method.
AB - In this paper, a novel approach is introduced to address the challenges associated with controlling permanent magnet synchronous motor (PMSM)-based actuators in robotics. The proposed method is a disturbance attenuation-based full closed-loop finite control set model predictive position control (FCS-MPPC) scheme. First, a discrete position prediction model is developed to serve as the foundational framework for the fully-closed-loop FCS-MPPC implementation. Second, to enhance resistance capability to disturbances, a mathematical model is created, including a disturbance term, and a disturbance observer is employed to monitor and adjust these disturbances in real time. The adjusted values are then integrated into the prediction process to ensure that the FCS-MPPC controller optimally selects voltage vectors for precise motor control. The proposed approach eliminates the need for separate speed and current control loops, instead utilizing a unified position control loop for PMSM rotor control. This results in a high system bandwidth and exceptional dynamic response, albeit with a relatively lower resistance to high-frequency disturbances. Finally, simulation results are provided to validate the proposed method.
KW - disturbance attenuation
KW - finite control set
KW - model predictive position control
KW - Permanent magnet synchronous motor
KW - robotics
UR - http://www.scopus.com/inward/record.url?scp=85199087094&partnerID=8YFLogxK
U2 - 10.1109/IPEMC-ECCEAsia60879.2024.10567437
DO - 10.1109/IPEMC-ECCEAsia60879.2024.10567437
M3 - 会议稿件
AN - SCOPUS:85199087094
T3 - 2024 IEEE 10th International Power Electronics and Motion Control Conference, IPEMC 2024 ECCE Asia
SP - 2128
EP - 2133
BT - 2024 IEEE 10th International Power Electronics and Motion Control Conference, IPEMC 2024 ECCE Asia
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 10th IEEE International Power Electronics and Motion Control Conference, IPEMC 2024 ECCE Asia
Y2 - 17 May 2024 through 20 May 2024
ER -