FUZZY LOGIC AND PI CONTROLLER FOR PHOTOVOLTAIC PANEL BATTERY CHARGING SYSTEM

被引:0
|
作者
Khan, Mazbahur Rahman [1 ]
Motakabber, S. M. A. [1 ]
Alam, Ahm Zahirul [1 ]
Wafa, Syed Ahmad Fawwaz [1 ]
机构
[1] Int Islamic Univ Malaysia, Fac Engn, Dept Elect & Comp Engn, Jalan Gombak, Kuala Lumpur 53100, Malaysia
来源
IIUM ENGINEERING JOURNAL | 2022年 / 23卷 / 02期
关键词
FLC; MPPT; PI controller; PV panel; battery charging control; MPPT;
D O I
10.31436/iiumej.v23i2.2385
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Due to the nonlinear property of the PV panels, there are a few significant restrictions and limitations in the PV solar system. The PV panels always have to depend on environmental conditions such as temperature and solar radiation to generate efficient power. This paper proposed an optimum control system that can handle the uncertainties and nonlinearities of any system by using the Fuzzy Logic Control system (FLC). The proposed system utilized an FLC system for a DC-DC boost converter, tracking the PV panel's maximum power point (MPPT). A PI control system is also used to maintain the continuous power supply for an optimum battery charging system for the DC-DC Buck converter. The goal is to provide constant voltage and appropriate current for charging the battery. It will increase the system efficiency and reduce the losses. It would also increase the battery life cycle and help the battery to charge fast. There are several MPPT methods found in the literature. The FLC can make a precise decision by considering the environmental state of the system. It can get a response to nonlinear environmental conditions instantly. The proposed system yielded an expected accuracy of 92% to 96%, with a system efficiency of 76% to 83%. Besides, it does not require any knowledge about the system since it is a rule-based system. The entire system has been designed in MATLAB/Simulink. The simulation results have been analyzed under 9 environmental states in a 1.0 s period.
引用
收藏
页码:138 / 153
页数:16
相关论文
共 50 条
  • [21] Application of Fuzzy Logic for Charging Control of Lead-Acid battery in Stand-alone Solar Photovoltaic System
    Swathika, R.
    Ram, R. K. Ganesh
    Kalaichelvi, V.
    Karthikeyan, R.
    2013 INTERNATIONAL CONFERENCE ON GREEN COMPUTING, COMMUNICATION AND CONSERVATION OF ENERGY (ICGCE), 2013, : 377 - 381
  • [22] Fuzzy Logic Controller to Improve Photovoltaic Water Pumping System Performance
    Bouchakour, Abdelhak
    Borni, Abdelhalim
    Zaghba, Layachi
    Boukebbous, Sief Eddine
    Fazzani, Amor
    2018 6TH INTERNATIONAL RENEWABLE AND SUSTAINABLE ENERGY CONFERENCE (IRSEC), 2018, : 595 - 599
  • [23] Fuzzy Logic Controller for A Photovoltaic Array System to AC Grid Connected
    Yousef, Ali M.
    El-Saady, Gaber
    Abu-Elyouser, Farag K.
    2016 SAUDI ARABIA SMART GRID (SASG), 2016,
  • [24] Enhancing Fuzzy Logic MPPT Controller with Metaheuristic Mechanism in Photovoltaic System
    Tan, Min Keng
    He, Ronghui
    Liu, Qiwen
    Yang, Min
    Teo, Kenneth Tze Kin
    2018 IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE IN ENGINEERING AND TECHNOLOGY (IICAIET), 2018, : 55 - 60
  • [25] APPLYING FUZZY LOGIC CONTROLLER TO INTELLIGENT SOLAR PANEL CLEANING SYSTEM
    Huang, Cong-Hui
    JOURNAL OF MARINE SCIENCE AND TECHNOLOGY-TAIWAN, 2014, 22 (06): : 716 - 722
  • [26] The MPPT Control of Photovoltaic System using Fuzzy-PI Controller
    Lee, Chang-Uk
    Ko, Jae-Sub
    Seo, Tae-Young
    Kim, Dae-Kyong
    Chung, Dong-Hwa
    2013 INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS (ICEMS), 2013, : 303 - 305
  • [27] Comparative Study of Three Phase Grid Connected Photovoltaic System Using PI, PR and Fuzzy Logic PI Controller with Harmonic Analysis
    Essaghir, Soukaina
    Benchagra, Mohamed
    Barbri, Noureddine El
    ADVANCED INTELLIGENT SYSTEMS FOR SUSTAINABLE DEVELOPMENT (AI2SD'2019): VOL 7 - ADVANCED INTELLIGENT SYSTEMS FOR SUSTAINABLE DEVELOPMENT APPLIED IN ENERGY AND ELECTRICAL ENGINEERING, 2020, 624 : 43 - 53
  • [28] FUZZY LOGIC BASED SOLAR PANEL AND BATTERY CONTROL SYSTEM DESIGN
    Matindife, Liston
    Wang, Zenghui
    PROCEEDINGS OF 2017 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), VOL 1, 2017, : 98 - 104
  • [29] Design and Hardware Implementation of Fuzzy Logic Controller for Boost Converter for Battery Charging Using dSPACE
    Kumar, K. S. V. Phani
    Siddhartha, Vishwanatha
    Deepika, Kalluri
    Venkateshwarlu, Sonnati
    RECENT ADVANCES IN POWER ELECTRONICS AND DRIVES, VOL 2, EPREC 2023, 2024, 1139 : 343 - 352
  • [30] Battery Management using Fuzzy Logic Controller
    Jadhav, Anuradha D.
    Nair, Sreedevi
    INTERNATIONAL CONFERENCE ON APPLIED PHYSICS, POWER AND MATERIAL SCIENCE, 2019, 1172