Efficient MPPT Controller for Solar PV System Using GWO-CS Optimized Fuzzy Logic Control and Conventional Incremental Conductance Technique

被引:0
|
作者
Urvashi Chauhan
Himanshu Chhabra
Asha Rani
Bhavnesh Kumar
Vijander Singh
机构
[1] Netaji Subhas University of Technology (Formerly NSIT,ICE Department
[2] University of Delhi),ECE Department
[3] Parul University,Mechatronics Department
[4] Parul University,undefined
关键词
Renewable energy; Solar PV system; MPPT; Incremental conductance; Fuzzy logic; GWO-CS optimization;
D O I
暂无
中图分类号
学科分类号
摘要
In this work, an efficient MPPT controller is designed using expert fuzzy system and conventional incremental conductance (INC) algorithm for solar photovoltaic system. The proposed controller possesses adaptive capability due to the inclusion of optimized fuzzy logic expert knowledge and simultaneously preserves the simplicity of conventional MPPT. The membership functions in proposed INC-Fuzzy controller are optimized using hybrid grey wolf cuckoo search optimization so as to increase the tracking accuracy of controller. The basic INC MPPT and INC-PID MPPT techniques are also implemented for comparative analysis. The performance of proposed hybrid INC-Fuzzy MPPT controller is validated on a string of multi-crystalline solar cell KC130GT by M/s Kyocera in 4S1P configuration. The effectiveness of proposed technique is justified in terms of power tracking accuracy and average efficiency.
引用
收藏
页码:463 / 472
页数:9
相关论文
共 50 条
  • [21] IMPROVED INCREMENTAL CONDUCTANCE MAXIMUM POWER POINT TRACKING ALGORITHM USING FUZZY LOGIC CONTROLLER FOR PHOTOVOLTAIC SYSTEM
    Deboucha, Houssam
    Belaid, Sofia Lalouni
    REVUE ROUMAINE DES SCIENCES TECHNIQUES-SERIE ELECTROTECHNIQUE ET ENERGETIQUE, 2017, 62 (04): : 381 - 387
  • [22] A Comparative Analysis of Different Standalone PV System Topologies using Fuzzy Logic-Based MPPT Technique
    Talha, Fatma
    Benmouiza, Khalil
    Birane, Mouhoub
    PROGRAM OF THE 2ND INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND AUTOMATIC CONTROL, ICEEAC 2024, 2024,
  • [23] Design of Temperature Control System Using Conventional PID and Intelligent Fuzzy Logic Controller
    Mugisha, Jean Claude
    Munyazikwiye, Bernard
    Karimi, Hamid Reza
    2015 INTERNATIONAL CONFERENCE ON FUZZY THEORY AND ITS APPLICATIONS (IFUZZY), 2015, : 50 - 55
  • [24] Comparative study of the MPPT methods applied to the PV system; Perturbation & Observation technique, sliding mode control and fuzzy logic control
    Tahiri, F.
    Harrouz, A.
    Colak, I.
    Hartani, M. A.
    Bekraoui, F.
    Boussaid, I.
    2023 11TH INTERNATIONAL CONFERENCE ON SMART GRID, ICSMARTGRID, 2023,
  • [25] Implementation of MPPT Control Using Fuzzy Logic in Solar-Wind Hybrid Power System
    Kumar, A. V. Pavan
    Parimi, Alivelu M.
    Rao, K. Uma
    2015 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, INFORMATICS, COMMUNICATION AND ENERGY SYSTEMS (SPICES), 2015,
  • [26] Design of a Fuzzy Logic-based MPPT Controller for a PV System Employing Sensorless Control of MRAS-based PMSM
    Abbas Mahmood Oghor Anwer
    Fuad Alhaj Omar
    Ahmet Afsin Kulaksiz
    International Journal of Control, Automation and Systems, 2020, 18 : 2788 - 2797
  • [27] Design of a Fuzzy Logic-based MPPT Controller for a PV System Employing Sensorless Control of MRAS-based PMSM
    Anwer, Abbas Mahmood Oghor
    Omar, Fuad Alhaj
    Kulaksiz, Ahmet Afsin
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2020, 18 (11) : 2788 - 2797
  • [28] Frequency control of PV-connected micro grid system using fuzzy logic controller
    Rajesh, T.
    Gunapriya, B.
    Sabarimuthu, M.
    Karthikkumar, S.
    Raja, R.
    Karthik, M.
    MATERIALS TODAY-PROCEEDINGS, 2021, 45 : 2260 - 2264
  • [29] A Hybrid Fuzzy Logic Controller-Firefly Algorithm (FLC-FA) Based for MPPT Photovoltaic (PV) System in Solar Car
    Ajiatmo, Dwi
    Robandi, Imam
    2016 IEEE INTERNATIONAL CONFERENCE ON POWER AND RENEWABLE ENERGY (ICPRE), 2016, : 606 - 610
  • [30] Direct and Quadrature Axis Voltage and Current Control of a Three Phase Grid Connected PV System with Adaptive Fuzzy Logic MPPT Controller
    Srivastava, Manaswi
    Saxena, Apoorva
    PROCEEDINGS OF THE FIRST IEEE INTERNATIONAL CONFERENCE ON POWER ELECTRONICS, INTELLIGENT CONTROL AND ENERGY SYSTEMS (ICPEICES 2016), 2016,