Model-Free Predictive Control of Power Converters with Multifrequency Extended State Observers
被引:26
作者:
论文数: 引用数:
h-index:
机构:
Babayomi, Oluleke
[1
]
Zhang, Zhenbin
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Lab More Power Elect Energy Syst MPEES, Sch Elect Engn, Jinan, Peoples R China
Shandong Univ, Shenzhen Res Inst, Shenzhen 518054, Peoples R ChinaShandong Univ, Sch Elect Engn, Jinan 250061, Peoples R China
Zhang, Zhenbin
[2
,3
]
机构:
[1] Shandong Univ, Sch Elect Engn, Jinan 250061, Peoples R China
[2] Shandong Univ, Lab More Power Elect Energy Syst MPEES, Sch Elect Engn, Jinan, Peoples R China
[3] Shandong Univ, Shenzhen Res Inst, Shenzhen 518054, Peoples R China
Predictive models;
Observers;
Predictive control;
Bandwidth;
Standards;
Noise reduction;
Noise measurement;
Extended state observer (ESO);
grid-connected converter;
model predictive control (MPC);
model uncertainty;
noise suppression;
parameter mismatch;
PMSM;
D O I:
10.1109/TIE.2022.3225819
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
The performance of model-free predictive control (MFPC), which is based on the ultralocal model, is highly dependent on the effectiveness of the extended-state observer (ESO). The standard linear ESO has a high-gain which enhances disturbance rejection attributes. Nevertheless, this ESO has two main limitations: 1) it amplifies high-frequency measurement noises, and 2) it deteriorates disturbance rejection performance when the noise immunity is improved. Therefore, this article introduces a new technique to improve both the disturbance rejection and noise suppression of ESO without increasing the bandwidth: the multifrequency-based ESO (MF-ESO). Two novel ESO structures that operate on the MF-ESO principle are analyzed: 1) parallel and 2) cascade ESOs. Extensive frequency domain analyses unravel the comparative capabilities of the MF-ESO structures for improved disturbance rejection and/or high-frequency noise suppression. A novel adaptive gain is proposed to improve CESO's dynamic performance. The superior features of the proposed MF-ESO are experimentally validated by the MFPC of a grid-connected power converter.
机构:
Department of Electrical Engineering, Mechatronics Section, CINVESTAV-IPN, Avenida IPN No. 2508, Col. San Pedro Zacatenco, CDMXDepartment of Electrical Engineering, Mechatronics Section, CINVESTAV-IPN, Avenida IPN No. 2508, Col. San Pedro Zacatenco, CDMX
机构:
North China Univ Technol, Inverter Technol Engn Res Ctr Beijing, Beijing 100144, Peoples R ChinaNorth China Univ Technol, Inverter Technol Engn Res Ctr Beijing, Beijing 100144, Peoples R China
Zhang, Yongchang
Jin, Jialin
论文数: 0引用数: 0
h-index: 0
机构:
North China Univ Technol, Inverter Technol Engn Res Ctr Beijing, Beijing 100144, Peoples R ChinaNorth China Univ Technol, Inverter Technol Engn Res Ctr Beijing, Beijing 100144, Peoples R China
Jin, Jialin
Huang, Lanlan
论文数: 0引用数: 0
h-index: 0
机构:
North China Univ Technol, Beijing 100144, Peoples R China
Gui Zhou Aerosp Control Technol Corp LTD, Guiyang 550009, Peoples R ChinaNorth China Univ Technol, Inverter Technol Engn Res Ctr Beijing, Beijing 100144, Peoples R China
机构:
Department of Electrical Engineering, Mechatronics Section, CINVESTAV-IPN, Avenida IPN No. 2508, Col. San Pedro Zacatenco, CDMXDepartment of Electrical Engineering, Mechatronics Section, CINVESTAV-IPN, Avenida IPN No. 2508, Col. San Pedro Zacatenco, CDMX
机构:
North China Univ Technol, Inverter Technol Engn Res Ctr Beijing, Beijing 100144, Peoples R ChinaNorth China Univ Technol, Inverter Technol Engn Res Ctr Beijing, Beijing 100144, Peoples R China
Zhang, Yongchang
Jin, Jialin
论文数: 0引用数: 0
h-index: 0
机构:
North China Univ Technol, Inverter Technol Engn Res Ctr Beijing, Beijing 100144, Peoples R ChinaNorth China Univ Technol, Inverter Technol Engn Res Ctr Beijing, Beijing 100144, Peoples R China
Jin, Jialin
Huang, Lanlan
论文数: 0引用数: 0
h-index: 0
机构:
North China Univ Technol, Beijing 100144, Peoples R China
Gui Zhou Aerosp Control Technol Corp LTD, Guiyang 550009, Peoples R ChinaNorth China Univ Technol, Inverter Technol Engn Res Ctr Beijing, Beijing 100144, Peoples R China