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
相关论文
共 24 条
  • [1] On Active Disturbance Rejection Control in Presence of Measurement Noise
    Ahmad, Saif
    Ali, Ahmad
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2022, 69 (11) : 11600 - 11610
  • [2] Model-free control
    Fliess, Michel
    Join, Cedric
    [J]. INTERNATIONAL JOURNAL OF CONTROL, 2013, 86 (12) : 2228 - 2252
  • [3] Gao ZQ, 2003, P AMER CONTR CONF, P4989
  • [4] Generalized Integrator-Extended State Observer With Applications to Grid-Connected Converters in the Presence of Disturbances
    Guo, Baoling
    Bacha, Seddik
    Alamir, Mazen
    Hably, Ahmad
    Boudinet, Cedric
    [J]. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2021, 29 (02) : 744 - 755
  • [5] Robustness Improvement of Model-Based Sensorless SPMSM Drivers Based on an Adaptive Extended State Observer and an Enhanced Quadrature PLL
    Jiang, Feng
    Sun, Songjun
    Liu, Anming
    Xu, Yunliu
    Li, Zhixiong
    Liu, Xicai
    Yang, Kai
    [J]. IEEE TRANSACTIONS ON POWER ELECTRONICS, 2021, 36 (04) : 4802 - 4814
  • [6] Model Predictive Control of Power Electronic Systems: Methods, Results, and Challenges
    Karamanakos, Petros
    Liegmann, Eyke
    Geyer, Tobias
    Kennel, Ralph
    [J]. IEEE OPEN JOURNAL OF INDUSTRY APPLICATIONS, 2020, 1 : 95 - 114
  • [7] Guidelines for the Design of Finite Control Set Model Predictive Controllers
    Karamanakos, Petros
    Geyer, Tobias
    [J]. IEEE TRANSACTIONS ON POWER ELECTRONICS, 2020, 35 (07) : 7434 - 7450
  • [8] Khalil H.K, 2017, HIGH GAIN OBSERVERS
  • [9] Active Disturbance Rejection Control Design With Suppression of Sensor Noise Effects in Application to DC-DC Buck Power Converter
    Lakomy, Krzysztof
    Madonski, Rafal
    Dai, Bin
    Yang, Jun
    Kicki, Piotr
    Ansari, Maral
    Li, Shihua
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2022, 69 (01) : 816 - 824
  • [10] Cascade extended state observer for active disturbance rejection control applications under measurement noise
    Lakomy, Krzysztof
    Madonski, Rafal
    [J]. ISA TRANSACTIONS, 2021, 109 : 1 - 10