Improved performance of a shunt hybrid active power filter by a robust exponential functional link network-based nonlinear adaptive filter control to enhance power quality

被引:1
|
作者
Daramukkala, Pavankumar [1 ]
Mohanty, Kanungo Barada [1 ]
Behera, Bhanu Pratap [1 ]
机构
[1] Natl Inst Technol, Dept Elect Engn, Rourkela, India
关键词
Power Quality; Harmonic mitigation; Reactive power sharing; Shunt Hybrid Active Power Filter; Nonlinear adaptive filtering; ALGORITHM; DESIGN; SYSTEM; SERIES;
D O I
10.1016/j.isatra.2024.05.036
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This research article details the design and implementation of a nonlinear adaptive filtering (NAF) technique using an exponential functional link network (EFLN) for a shunt hybrid active power filter (SHAPF) control to solve the current-associated power quality issues on the utility side at the distribution level of electrical power systems. Separation of the fundamental component from the harmonics, achieving unity power factor operation, reducing the reactive power drawn from the source, balancing the currents during transients, and reduction of total harmonic distortion (THD) of the source current are the issues considered to resolve. The proposed technique solves these issues by generating the sinusoidal reference current and separating the fundamental current from the harmonics. When compared to conventional and existing adaptive filtering techniques such as least mean square (LMS), least mean fourth (LMF), and variable step size LMS (VSS-LMS), the proposed EFLN-NAF method excels in terms of speedy convergence, adaptability in noise-specific environments and reduced steady-state coefficient error. MATLAB/Simulink software is utilized to perform the simulations to examine the suggested strategy for the chosen SHAPF topology both in static and dynamic scenarios. For a 15 kW and 3kVAr requirement of the nonlinear load, simulation results proved that the designed PPF for 2kVAr is able to share the reactive power with the APF, thereby reducing its rating and cost. The proposed method of filtering has been proven to be fast converging with 0.049 s, and the THD in steady state is brought to 1.32 % in steady-state and to 3.77 % during transient conditions, which are under standard limits. A hardware prototype of the experimental setup is constructed at the laboratory scale with OPAL-RT (OP4510) as the controller. With an active and reactive power demand of 1.1 kW and 210VAr, the designed PPF supplies 110 VAr, whereas the rest is supplied by the APF. The practical THD in source current is observed to be 2.081 %, which meets the standards. The results from both simulations and experiments are validated, and the efficacy of the proposed technique in mitigating the aforementioned power quality issues is proved.
引用
收藏
页码:324 / 349
页数:26
相关论文
共 50 条
  • [41] Shunt Active Power Filter Employing Robust Extended Complex Kalman Filter based Linear Quadratic Regulator Control Strategy for Power Quality Enhancement
    Patjoshi, Rajesh Kumar
    Panigrahi, Rakhee
    JOURNAL OF POWER TECHNOLOGIES, 2020, 100 (02): : 120 - 128
  • [42] Power Quality Enhancement for Nonlinear Unbalanced Loads through Improved Active Power Filter Control
    Youssef, Tarek A.
    Elsayed, Ahmed T.
    Berzoy, Alberto
    Mohammed, Osama A.
    IECON 2014 - 40TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2014, : 5202 - 5207
  • [43] Experimental Investigations on Particle Swarm Optimization Based Control Algorithm for Shunt Active Power Filter to Enhance Electric Power Quality
    Kumar, Ravinder
    Bansal, Hari Om
    Gautam, Aditya R.
    Mahela, Om Prakash
    Khan, Baseem
    IEEE ACCESS, 2022, 10 : 54878 - 54890
  • [44] Performance Tolerant Control of Shunt Active Power Filter Under Unbalanced Nonlinear Load
    Frifita, K.
    Boussak, M.
    Naamane, A.
    M'Sirdi, N.
    2015 16TH INTERNATIONAL CONFERENCE ON SCIENCES AND TECHNIQUES OF AUTOMATIC CONTROL AND COMPUTER ENGINEERING (STA), 2015, : 278 - 283
  • [45] Improvement. of power quality using adaptive shunt active filter
    Tey, LH
    So, PL
    Chu, YC
    IEEE TRANSACTIONS ON POWER DELIVERY, 2005, 20 (02) : 1558 - 1568
  • [47] Comparison of Different Control Strategies for Robust Shunt Active Power Filter
    Ghasemi, A.
    Mortazavi, S. S.
    INTERNATIONAL REVIEW OF ELECTRICAL ENGINEERING-IREE, 2009, 4 (06): : 1147 - 1155
  • [48] Adaptive Hysteresis Current Controlled Shunt Active Power Filter for Power Quality Enhancement
    Thekkath, Preethi
    Prabha, S. U.
    PROCEEDINGS OF 2013 INTERNATIONAL CONFERENCE ON CIRCUITS, POWER AND COMPUTING TECHNOLOGIES (ICCPCT 2013), 2013, : 31 - 36
  • [49] Hybrid optimization shunt active power filter based on radar power system
    Wang, Yuetong
    Li, Congcong
    Li, Siqi
    Wang, Dalian
    Cheng, Tingli
    Chen, Zhiwei
    Zhang, Yingying
    MEASUREMENT & CONTROL, 2023, 56 (3-4): : 704 - 712
  • [50] Approximated fuzzy logic controlled shunt active power filter for improved power quality
    Singh, Rambir
    Singh, Asheesh K.
    Arya, Rakesh K.
    EXPERT SYSTEMS, 2013, 30 (02) : 152 - 161