Shunt Active Power Filter Based on Savitzky-Golay Filter: Pragmatic Modelling and Performance Validation

被引:14
|
作者
Hasan, Kamrul [1 ]
Othman, Muhammad Murtadha [1 ]
Meraj, Sheikh Tanzim [2 ]
Mekhilef, Saad [3 ]
Abidin, Ahmad Farid Bin [1 ]
机构
[1] Univ Teknol MARA, Sch Elect Engn, Coll Engn, Shah Alam 40450, Malaysia
[2] Univ Teknol Petronas, Dept Elect & Elect Engn, Seri Iskandar 32610, Perak, Malaysia
[3] Swinburne Univ Technol, Sch Sci Comp & Engn Technol, Hawthorn, Vic 3122, Australia
关键词
Grid frequency; harmonics elimination; phase-locked loop (PLL); power electronics; Savitzky-Golay filter (SGF); shunt active power filter (SAPF); synchronization; 3-PHASE SOLAR PV; PLL; SYNCHRONIZATION; DESIGN;
D O I
10.1109/TPEL.2023.3258457
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This article introduces a novel reference current generation technique based on the Savitzky-Golay filter (SGF) for shunt active power filter (SAPF). Although the existing and conventional SAPF can mitigate harmonics under grid disturbances and nonlinear load environments, they have numerous performance deficiencies including computational complexity, average filtration ability, and slow dynamic response. The proposed SAPF based on SGF can generate a harmonic-free fundamental reference current that can eventually improve the overall harmonic profile and performance compared to existing SAPFs. In addition, an SGF-based phase-locked loop (PLL) is introduced to generate reference phases directly fromthe distorted grid voltages by retaining the fundamental information of the signal. Thus, it does not induce any phase delay or distortions in the output, unlike the conventional PLLs utilized in the SAPFs. Comparative analysis of performance evaluation is carried outwith other SAPFs, and the findings represent the principal achievements of this article. This includes a substantial improvement in performance and harmonic profile under transient conditions. The results are further validated through simulation analysis and hardware implementation.
引用
收藏
页码:8838 / 8850
页数:13
相关论文
共 50 条
  • [1] Savitzky-Golay Filter-Based PLL: Modeling and Performance Validation
    Hasan, Kamrul
    Meraj, Sheikh Tanzim
    Othman, Muhammad Murtadha
    Lipu, M. S. Hossain
    Hannan, M. A.
    Muttaqi, Kashem M.
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 71
  • [2] What Is a Savitzky-Golay Filter?
    Schafer, Ronald W.
    IEEE SIGNAL PROCESSING MAGAZINE, 2011, 28 (04) : 111 - 117
  • [3] Savitzky-Golay filter for reactivity calculation
    Suescun-Diaz, Daniel
    Bonilla-Londono, Hector F.
    Figueroa-Jimenez, Jorge H.
    JOURNAL OF NUCLEAR SCIENCE AND TECHNOLOGY, 2016, 53 (07) : 944 - 950
  • [4] Micro-PMU based on Savitzky-Golay filter
    Aleixo, Renato R.
    Silva, Leandro R. M.
    Duque, Carlos A.
    Lima, Marcelo A. A.
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2020, 14 (11) : 2092 - 2099
  • [5] Savitzky-Golay Filter for Denoising Lung Sound
    Haider, Nishi Shahnaj
    Periyasamy, R.
    Joshi, Deepak
    Singh, B. K.
    BRAZILIAN ARCHIVES OF BIOLOGY AND TECHNOLOGY, 2018, 61
  • [6] Investigation of Performance of Savitzky-Golay Filter for Speckle Reduction in Ultrasound Images
    Randhawa, Simarjot Kaur
    Sunkaria, Ramesh Kumar
    2018 FIRST INTERNATIONAL CONFERENCE ON SECURE CYBER COMPUTING AND COMMUNICATIONS (ICSCCC 2018), 2018, : 261 - 264
  • [7] A NOVEL VARIANT OF THE SAVITZKY-GOLAY FILTER FOR SPECTROSCOPIC APPLICATIONS
    TURTON, BCH
    MEASUREMENT SCIENCE AND TECHNOLOGY, 1992, 3 (09) : 858 - 863
  • [8] Generalized Savitzky-Golay filter for smoothing triangular meshes
    Fabian, Gabor
    COMPUTER AIDED GEOMETRIC DESIGN, 2023, 100
  • [9] Noisy blind source separation based on CEEMD and Savitzky-Golay filter
    Peng, Hua-Fu
    Huang, Gao-Ming
    2017 2ND INTERNATIONAL SEMINAR ON ADVANCES IN MATERIALS SCIENCE AND ENGINEERING, 2017, 231
  • [10] Reconstructing Vegetation Temperature Condition Index Based on the Savitzky-Golay Filter
    Li, Manman
    Liu, Junming
    COMPUTER AND COMPUTING TECHNOLOGIES IN AGRICULTURE IV, PT 3, 2011, 346 : 629 - 637