Model-Free Predictive Control of Power Converters with Multifrequency Extended State Observers

被引:26
作者
Babayomi, Oluleke [1 ]
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
基金
中国国家自然科学基金;
关键词
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.
引用
收藏
页码:11379 / 11389
页数:11
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