TY - GEN
T1 - Model Predictive Control of 5L-ANPC Converter-Fed PMSM Drives with Two-Stage Optimization
AU - Zhou, Dehong
AU - Ding, Li
AU - Quan, Zhongyi
AU - Li, Yunwei Ryan
N1 - Publisher Copyright:
© 2020 IEEE.
PY - 2020/3
Y1 - 2020/3
N2 - Classical model predictive control (MPC) of a five-level active neutral-point-clamped (5L-ANPC) converter-fed PMSM drive faces two limitations: heavy computation burden and poor steady-state performance. This paper proposed an MPC scheme with two-stage optimization to reduce the computational burden and improve steady-state performance. To simplify the computational complexity, the 5L-ANPC converter is decoupled into two parts: the low-frequency cell (LFC) and the high-frequency cell (HFC). In the first stage, the switching states of the LFC are selected based on the sign of the desired output voltage; in the second stage, the optimal duty cycles for the high-frequency cell (HFC) are calculated by the multiple vector MPC. The pulse train for each switching state is generated by phase-shifted pulse-width modulation (PS-PWM) based on the voltage-second balance principle. The phase capacitor and DClink capacitor voltage balance are achieved by the flexibility of the inherent redundancy in the 5L-ANPC converter. An efficient optimization method is also formulated to reduce the classical enumeration algorithm to only 6 times, which significantly simplifies the computational burden of MPC. Due to the interleaved switching manner within each phase, the steady-state performance compared with well the linear controller with PSPWM. Experimental evaluations have been presented to validate the effectiveness of the proposed MPC.
AB - Classical model predictive control (MPC) of a five-level active neutral-point-clamped (5L-ANPC) converter-fed PMSM drive faces two limitations: heavy computation burden and poor steady-state performance. This paper proposed an MPC scheme with two-stage optimization to reduce the computational burden and improve steady-state performance. To simplify the computational complexity, the 5L-ANPC converter is decoupled into two parts: the low-frequency cell (LFC) and the high-frequency cell (HFC). In the first stage, the switching states of the LFC are selected based on the sign of the desired output voltage; in the second stage, the optimal duty cycles for the high-frequency cell (HFC) are calculated by the multiple vector MPC. The pulse train for each switching state is generated by phase-shifted pulse-width modulation (PS-PWM) based on the voltage-second balance principle. The phase capacitor and DClink capacitor voltage balance are achieved by the flexibility of the inherent redundancy in the 5L-ANPC converter. An efficient optimization method is also formulated to reduce the classical enumeration algorithm to only 6 times, which significantly simplifies the computational burden of MPC. Due to the interleaved switching manner within each phase, the steady-state performance compared with well the linear controller with PSPWM. Experimental evaluations have been presented to validate the effectiveness of the proposed MPC.
KW - Model predictive control (MPC)
KW - active-neutral-point-clamped (ANPC) converter
KW - phase-shifted modulation (PS-PWM)
UR - https://www.scopus.com/pages/publications/85087777472
U2 - 10.1109/APEC39645.2020.9124096
DO - 10.1109/APEC39645.2020.9124096
M3 - 会议稿件
AN - SCOPUS:85087777472
T3 - Conference Proceedings - IEEE Applied Power Electronics Conference and Exposition - APEC
SP - 237
EP - 242
BT - APEC 2020 - 35th Annual IEEE Applied Power Electronics Conference and Exposition
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 35th Annual IEEE Applied Power Electronics Conference and Exposition, APEC 2020
Y2 - 15 March 2020 through 19 March 2020
ER -