Real-Time Parameter Estimations of DC-AC Converters Using a Kalman Filter Approach

被引：0

作者：

Huang, Yuan ^{[1
]}

Armstrong, Matthew ^{[1
]}

Odhano, Shafiq ^{[1
]}

Ahmeid, Mohamed ^{[1
]}

机构：

[1] Newcastle Univ, Newcastle Upon Tyne, Tyne & Wear, England

来源：

2023 25TH EUROPEAN CONFERENCE ON POWER ELECTRONICS AND APPLICATIONS, EPE'23 ECCE EUROPE | 2023年

关键词：

<< DC-AC converter >>; << System identification >>; << Modelling >>; << Control Strategy >>; IDENTIFICATION;

D O I：

暂无

中图分类号：

TE [石油、天然气工业]; TK [能源与动力工程];

学科分类号：

0807 ; 0820 ;

摘要：

This paper proposes an approach for real-time parameter estimation of inverter-based systems, with validation via simulation. The Recursive Least Squares (RLS) and the Kalman Filter (KF) algorithms are compared and evaluated, with the KF showing the advantage of maintaining stability and responsiveness due to its covariance matrix update scheme.

引用

页数：8

共 50 条

[31] A condition monitoring approach for real-time monitoring of degrading systems using Kalman filter and logistic regression
Skordilis, E.
Moghaddass, R.
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2017, 55 (19) : 5579 - 5596
[32] Transport Parameter Estimations of Plasma Transport Dynamics Using the Extended Kalman Filter
Xu, Chao
Ou, Yongsheng
Schuster, Eugenio
IEEE TRANSACTIONS ON PLASMA SCIENCE, 2010, 38 (03) : 359 - 364
[33] Symmetrical Hybrid Multilevel Dc-Ac Converters Using the PD-CSV Modulation
Carmona, G.
Ramos, R.
Ruiz-Caballero, D.
Mussa, S. A.
Meynard, T.
IECON 2008: 34TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1-5, PROCEEDINGS, 2008, : 3218 - +
[34] Dynamic Matrix Predictive Control on DC-AC Modular Multilevel Converter: Design, Control and Real-Time Simulation
Gonzalez-Torres, Isaac
Miranda, Homero
Mendez-Barrios, Cesar
Cardenas, Victor
Espinoza, Jose
Gonzalez, Marcos I.
Perez, Marcelo
2017 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION (ECCE), 2017, : 4552 - 4559
[35] Kalman filter recipes for real-time image processing
Piovoso, M
Laplante, PA
REAL-TIME IMAGING, 2003, 9 (06) : 433 - 439
[36] A real-time alignment algorithm based on Kalman filter
Wang, Bo
Li, ZhiGang
Liu, YueDong
ISSCAA 2006: 1ST INTERNATIONAL SYMPOSIUM ON SYSTEMS AND CONTROL IN AEROSPACE AND ASTRONAUTICS, VOLS 1AND 2, 2006, : 1014 - +
[37] A real-time alignment algorithm based on Kalman filter
Wang, Bo
Wang, Can-Lin
Li, Dong
Dianzi Keji Daxue Xuebao/Journal of the University of Electronic Science and Technology of China, 2007, 36 (05): : 872 - 875
[38] Real-time deformation monitoring with GPS and Kalman Filter
Ince, CD
Sahin, M
EARTH PLANETS AND SPACE, 2000, 52 (10): : 837 - 840
[39] Real-time deformation monitoring with GPS and Kalman Filter
Cankut D. Ince
Muhammed Sahin
Earth, Planets and Space, 2000, 52 : 837 - 840
[40] Kalman filter recipes for real-time image processing
Piovoso, Michael
Laplante, Phillip A.
Real Time Imaging, 1600, 6 (433-439):

← 1 2 3 4 5 →