A novel ANFIS controller for maximum power point tracking in photovoltaic systems

被引：0
|
作者：
Khaehintung, N [1 ]
Sirisuk, P [1 ]
Kurutach, W [1 ]
机构：
[1] Mahanakorn Univ Technol, Dept Control & Instrumentat Engn, Bangkok 10530, Thailand
来源：
PEDS 2003 : FIFTH INTERNATIONAL CONFERENCE ON POWER ELECTRONICS AND DRIVE SYSTEMS, VOLS 1 AND 2, PROCEEDINGS | 2003年
关键词：
ANFIS; photovoltaic; solar cells;
D O I：
暂无
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 paper presents the design of a controller for Maximum Power Point Tracking (MPPT) of a photovoltaic system. The proposed controller relies upon an Adaptive Neuro-Fuzzy Inference System (ANFIS) which is designed as a combination of the concepts of Sugeno fuzzy model and neural network. The controller employs the ANFIS of five layers with nine fuzzy rules. Simulations with practical parameters show that our proposed MPPT using ANFIS outperform the conventional MPPT controller terms of tracking speed and accuracy. Moreover, the system is implemented on Pentium PC, from which preliminary experimental results are presented.
引用
收藏
页码：833 / 836
页数：4
相关论文
共 50 条
  • [21] A fuzzy logic controller with beta parameter for maximum power point tracking of Photovoltaic systems
    Li, Xingshuo
    Went, Huiqing
    2016 IEEE 8TH INTERNATIONAL POWER ELECTRONICS AND MOTION CONTROL CONFERENCE (IPEMC-ECCE ASIA), 2016,
  • [22] An Intelligent Fuzzy Controller for Maximum Power Point Tracking in Partially Shaded Photovoltaic Systems
    Zhou, Liang
    Wu, Zhenxing
    Wang, Guangsen
    Wu, Meina
    2015 7TH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS IHMSC 2015, VOL II, 2015,
  • [23] Simulation of Maximum Power Point Tracking for Photovoltaic Systems
    Al-Bahadili, Hussein
    Al-Saadi, Hadi
    Al-Sayed, Riyad
    Hasan, M. Al-Sheikh
    2013 1ST INTERNATIONAL CONFERENCE & EXHIBITION ON THE APPLICATIONS OF INFORMATION TECHNOLOGY TO RENEWABLE ENERGY PROCESSES AND SYSTEMS (IT-DREPS 2013), 2013, : 79 - 84
  • [24] A maximum power point tracking method for photovoltaic systems
    Fan, Rong
    Zhang, Xiuxia
    Bai, Shunxian
    Lecture Notes in Electrical Engineering, 2015, 334 : 221 - 228
  • [25] Development of A Novel Hybrid Maximum Power Point Tracking Methodology for Photovoltaic Systems
    Zhang, Fan
    Thanapalan, Kary
    Maddy, Jon
    Guwy, Alan
    PROCEEDINGS OF THE 18TH INTERNATIONAL CONFERENCE ON AUTOMATION AND COMPUTING (ICAC 12), 2012, : 218 - 223
  • [26] A novel method of fuzzy controlled maximum power point tracking in photovoltaic systems
    Yaragatti, Udayakumar R.
    Naik, Anantha
    Ballal, Rajkiran
    Shreesha, C.
    2005 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY - (ICIT), VOLS 1 AND 2, 2005, : 1485 - 1490
  • [27] Modeling of photovoltaic module using Maximum Power Point Tracking controller
    Bouksaim, Maroua
    Acci, Yassin
    Hadjouja, Abdelkader
    Krami, Nissrine
    Srifi, Mohamed Nabil
    2018 INTERNATIONAL SYMPOSIUM ON ADVANCED ELECTRICAL AND COMMUNICATION TECHNOLOGIES (ISAECT), 2018,
  • [28] Design of optimal controller for photovoltaic maximum power point tracking applications
    Ma, Suliang
    Li, Jianlin
    Li, Guanghui
    Chen, Mingxuan
    Tan, Yuliang
    Wu, Yiwen
    ENERGY SOURCES PART A-RECOVERY UTILIZATION AND ENVIRONMENTAL EFFECTS, 2022,
  • [29] Maximum Power Point Tracking of Photovoltaic Systems Based on Fast Terminal Sliding Mode Controller
    Zaidi, A.
    Dahech, K.
    Damak, T.
    INTERNATIONAL JOURNAL OF RENEWABLE ENERGY RESEARCH, 2016, 6 (04): : 1435 - 1445
  • [30] A Study of Maximum Power Point Tracking Algorithm for Photovoltaic Systems Using a Fuzzy Logic Controller
    Elzein, I. A.
    Petranko, Y.
    INTERNATIONAL CONFERENCE ON AUTOMATION, MECHANICAL AND ELECTRICAL ENGINEERING (AMEE 2015), 2015, : 373 - 383
12345