Performance enhancement of UPQC based on optimized GBSSA hybrid fuzzy controller with EPLL

被引:0
|
作者
Monikandan, A. S. [1 ]
Kumar, C. Agees [1 ]
机构
[1] Arunachala Coll Engn Women, Dept Elect & Elect Engn, Vellichanthai, India
关键词
UPQC; enhanced PLL; GBSSA; hybrid fuzzy controller; power quality issues; POWER-QUALITY; CONTROL STRATEGIES; IMPROVEMENT; 3-PHASE;
D O I
10.3233/JIFS-213263
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this research, UPQC (Unified Power Quality Conditioner) with optimized hybrid fuzzy controller based GBSSA (Gaussian Barebone SalpSwarm Algorithm) withEPLL(Enhanced Phase Locked Loop) have been proposed for power quality enhancement in power distribution networks. Using the proposed method, the difficulties in major of the power distribution system networks can be solved, related to power quality issues. GBSSA has been employed in this research, to improve solution accuracy and optimization efficiency. Given that, it is permissible to add some extra time cost to acquire a better solution, based on the Non-Free Lunch (NFL) theory, and that the time consumption of function evaluation is rather large, when addressing actual optimization problems, the extra time consumption can be overlooked to some extent. The EPLL control method improves the standard PLL, by reducing its fundamental flaw, which is the occurrence of main frequency errors, as well as double frequency errors. It controls the DC-bus voltage of unified power quality conditioners, during supply voltage and load voltage turbulences. The proposed UPQC control technique has been found to be resilient, to a variety of source and load perturbations, including unbalanced, transient distorted supply, voltage sag, unbalanced load and voltage swell. The proposed optimized GBSSA hybrid fuzzy controller with EPLL has been proven to be more effective in reducing the THD (Total Harmonic Distortion) to 3.22%. Moreover, comparative analysis with a conventional TSF-PLL has been performed with that of Takagi-Sugeno fuzzy controller and implemented using MATLAB (MATrix Laboratory).
引用
收藏
页码:7199 / 7211
页数:13
相关论文
共 50 条
  • [31] A hybrid fuzzy cerebellar model articulation controller based autonomous controller
    Guo, C
    Ye, Z
    Sun, ZQ
    Sarkar, P
    Jamshidi, M
    COMPUTERS & ELECTRICAL ENGINEERING, 2002, 28 (01) : 1 - 16
  • [32] Design of Soccer League Optimization Based Hybrid Controller for Solar-Battery Integrated UPQC
    Srilakshmi, Koganti
    Srinivas, Nakka
    Balachandran, Praveen Kumar
    Reddy, Jonnala Ganesh Prasad
    Gaddameedhi, Sravanthy
    Valluri, Nagaraju
    Selvarajan, Shitharth
    IEEE ACCESS, 2022, 10 : 107116 - 107136
  • [33] Adaptive Neuro-Fuzzy Based UPQC in A Distributed Power System for Enhancement of Power Quality
    Pradeep, M.
    Padmaja, V.
    Himabindu, E.
    HELIX, 2018, 8 (02): : 3170 - 3175
  • [34] Research on UPQC harmonic control strategy based on optimized QPIR controller of beetle antennae search algorithm in microgrid
    Fuyin, N. I.
    Jian, Hu
    ELECTRICAL ENGINEERING, 2024, 106 (03) : 2357 - 2369
  • [35] Volterra LMS/F Based Control Algorithm for UPQC With Multi-Objective Optimized PI Controller Gains
    Alam, Sayed Javed
    Arya, Sabha Raj
    IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN POWER ELECTRONICS, 2023, 11 (04) : 4368 - 4376
  • [36] Realization of rotorcraft control based on hybrid fuzzy controller
    Sun, Yan
    Wang, Ding
    Fang, Yuan
    Qi, Feng-Hua
    MECHANICAL COMPONENTS AND CONTROL ENGINEERING III, 2014, 668-669 : 514 - +
  • [37] Fuzzy Controller based Energy Management of Hybrid System
    Balachandran, Gowri
    Nafeesa, K.
    Shihabudheen, K., V
    2018 4TH INTERNATIONAL CONFERENCE FOR CONVERGENCE IN TECHNOLOGY (I2CT), 2018,
  • [38] Solar PV Fed DC Link Voltage For Fuzzy Logic Sliding Mode Controller Based UPQC To Improve The Dynamic Performance In Power Grid
    Himabindu, E.
    Krishna, D.
    Venkateshwarlu, S.
    Reddy, Kavitha Chenna
    JOURNAL OF APPLIED SCIENCE AND ENGINEERING, 2025, 28 (05): : 969 - 978
  • [39] Wide area adaptive hybrid fuzzy STATCOM controller for dynamic stability enhancement
    Ganesh, Aman
    Dahiya, Ratna
    Singh, Girish Kumar
    COMPEL-THE INTERNATIONAL JOURNAL FOR COMPUTATION AND MATHEMATICS IN ELECTRICAL AND ELECTRONIC ENGINEERING, 2016, 35 (05) : 1830 - 1849
  • [40] Optimized fuzzy controller for a power-torque distribution in a hybrid vehicle with a parallel configuration
    Derakhshan, Mohsen
    Shirazi, Kourosh Heidari
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING, 2014, 228 (14) : 1654 - 1674