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
  • [21] FREQUENCY-RESPONSE PLOTS FOR SAVITZKY-GOLAY FILTER FUNCTIONS
    BETTY, KR
    HORLICK, G
    ANALYTICAL CHEMISTRY, 1977, 49 (02) : 351 - 352
  • [22] PPG Based Heart Rate Algorithm Improvement with Butterworth IIR Filter And Savitzky-Golay FIR Filter
    Chatterjee, Ayan
    Roy, Uttam Kumar
    2018 2ND INTERNATIONAL CONFERENCE ON ELECTRONICS, MATERIALS ENGINEERING & NANO-TECHNOLOGY (IEMENTECH), 2018, : 199 - 204
  • [23] The Savitzky-Golay Filter Based Hammerstein-Wiener Model for SOC Estimation
    Yang, Youwei
    Wang, Dongqing
    2022 25TH INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS (ICEMS 2022), 2022,
  • [24] Performance Evaluation of a Two-Dimensional Savitzky-Golay Filter for Image Smoothing Applications
    Kim, Jeong-Hwan
    Jeung, Gyeo-Wun
    Lee, Jun-Woo
    Kim, Kyeong-Seop
    ELECTRONICS, COMMUNICATIONS AND NETWORKS V, 2016, 382 : 309 - 316
  • [25] Current-Transformer Saturation Detection Using Savitzky-Golay Filter
    Schettino, Bruno M.
    Duque, Carlos A.
    Silveira, Paulo M.
    IEEE TRANSACTIONS ON POWER DELIVERY, 2016, 31 (03) : 1400 - 1401
  • [26] Optimizing Savitzky-Golay Filter on GPU and FPGA Accelerators for Financial Applications
    Oroutzoglou, Ioannis
    Kokkinis, Argyris
    Ferikoglou, Aggelos
    Danopoulos, Dimitrios
    Masouros, Dimosthenis
    Siozios, Kostas
    2022 11TH INTERNATIONAL CONFERENCE ON MODERN CIRCUITS AND SYSTEMS TECHNOLOGIES (MOCAST), 2022,
  • [27] Retracted: The application of Savitzky-Golay filter on optical measurement of atmospheric compositions
    Li, Wenjun
    Lecture Notes in Electrical Engineering, 2011, 98 : 469 - 480
  • [28] Integrated Savitzky-Golay filter from inverse taylor series approach
    Wayt, Howard J.
    Khan, Taufiquar R.
    PROCEEDINGS OF THE 2007 15TH INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING, 2007, : 375 - +
  • [29] Identification terahertz spectra for the dyestuffs based on principal component analysis and Savitzky-Golay filter
    Liu, Haishun
    Zhang, Zhenwei
    Yang, Yuping
    Chen, Tao
    Zhang, Cunlin
    OPTIK, 2018, 172 : 668 - 673
  • [30] Asymmetrical Hysteresis Modelling Based on Grey Savitzky-Golay Filter for Rubber Hinge on Thrust Rod of Commercial Vehicle
    Liu Q.
    Shi W.
    Gao C.
    Chen Z.
    Min H.
    Chen L.
    Hsi-An Chiao Tung Ta Hsueh/Journal of Xi'an Jiaotong University, 2019, 53 (05): : 82 - 91and99