Kalman Filter-Based Control System for Power Quality Conditioning Devices

被引:63
作者
Kanieski, Joao Marcos [1 ]
Cardoso, Rafael [2 ]
Pinheiro, Humberto [1 ]
Gruendling, Hilton Abilio [1 ]
机构
[1] Univ Fed Santa Maria, Grp Power Elect & Control GEPOC, BR-97105900 Santa Maria, RS, Brazil
[2] Univ Tecnol Fed Parana, Energy Anal & Proc Res Grp, BR-85503390 Pato Branco, PR, Brazil
关键词
Active power filter; Kalman filter; linear quadratic regulator (LQR); optimum control; optimum filtering; power quality; reference generation; ACTIVE-FILTER; TRACKING; IDENTIFICATION; HARMONICS; INVERTERS; OBSERVER;
D O I
10.1109/TIE.2012.2226412
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A new control scheme based on the Kalman filter and the linear quadratic regulator (LQR) is proposed to improve the performance of power quality conditioning devices. Grid perturbations such as load variations, frequency deviation, voltage distortion, line impedance, unbalance, and measurement noise are taken into account. A new model of the plant is developed that allows the use of the LQR controller with a better performance. This new controller structure is feasible thanks to an algorithm based on the Kalman filter (KF), which estimates the state space variables at the point of common coupling, used in the proposed control system. This algorithm is also responsible for generating the references for the controller. The proposed control system was implemented using a digital signal controller. Extensive tests and experimental results are presented in order to verify the performance of the proposal.
引用
收藏
页码:5214 / 5227
页数:14
相关论文
共 50 条
  • [31] A single microphone Kalman filter-based noise canceller
    Gabrea, M
    Grivel, E
    Najim, M
    IEEE SIGNAL PROCESSING LETTERS, 1999, 6 (03) : 55 - 57
  • [32] Kalman Filter-Based Error Concealment for Video Transmission
    Takahashi, Shigeki
    Ogawa, Takahiro
    Tanaka, Hirokazu
    Haseyama, Miki
    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2009, E92A (03) : 779 - 787
  • [33] Kalman Filter-Based Facial Emotional Expression Recognition
    Fan, Ping
    Gonzalez, Isabel
    Enescu, Valentin
    Sahli, Hichem
    Jiang, Dongmei
    AFFECTIVE COMPUTING AND INTELLIGENT INTERACTION, PT I, 2011, 6974 : 497 - +
  • [34] Estimation of Torque Variation due to Torsional Vibration in a Rotating System Using a Kalman Filter-Based Approach
    Mahapatra, Satyajit
    Shrivastava, Akash
    Sahoo, Biswajit
    Mohanty, Amiya Ranjan
    JOURNAL OF VIBRATION ENGINEERING & TECHNOLOGIES, 2023, 11 (04) : 1939 - 1950
  • [35] Research on Kalman Particle Filter-Based Tracking Algorithm
    Hou, YiMin
    Zhao, YongLiang
    Sun, TingTing
    Di, JianMing
    ADVANCED BUILDING MATERIALS AND STRUCTURAL ENGINEERING, 2012, 461 : 571 - 574
  • [36] Kalman Filter-Based Coarse-to-Fine Control for Display Visual Alignment Systems
    Kwon, SangJoo
    Jeong, Haemin
    Hwang, Jaewoong
    IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2012, 9 (03) : 621 - 628
  • [37] Improvement in Power Quality using Hybrid Power Filters based on Robust Extended Kalman Filter
    Ray, Prakash K.
    Das, Soumya R.
    Mohanty, Asit
    Eddy, Foo Y. S.
    Krishnan, Ashok
    Gooi, H. B.
    Amaratunga, G. A. J.
    2018 19TH INTERNATIONAL CARPATHIAN CONTROL CONFERENCE (ICCC), 2018, : 585 - 590
  • [38] Kalman Filter-Based Super-Twisting Sliding Mode Control of Shunt Active Power Filter for Electric Vehicle Charging Station Applications
    Celik, Dogan
    Ahmed, Hafiz
    Meral, Mehmet Emin
    IEEE TRANSACTIONS ON POWER DELIVERY, 2023, 38 (02) : 1097 - 1107
  • [39] Kalman filter-based prediction refinement and quality enhancement for geometry-based point cloud compression
    Wang, Lu
    Sun, Jian
    Yuan, Hui
    Hamzaoui, Raouf
    Wang, Xiaohui
    2021 INTERNATIONAL CONFERENCE ON VISUAL COMMUNICATIONS AND IMAGE PROCESSING (VCIP), 2021,
  • [40] Hybrid Kalman Filter-Based MPPT Design for Photovoltaic System in Energy Harvesting Optimization
    Rabeea, Waleed
    Ucun, Levent
    FORTHCOMING NETWORKS AND SUSTAINABILITY IN THE AIOT ERA, VOL 1, FONES-AIOT 2024, 2024, 1035 : 345 - 365