Optimized TSMC Control Based MPPT for PV System under Variable Atmospheric Conditions Using PSO Algorithm

被引:12
|
作者
Lamzouri, F-E [1 ]
Boufounas, E-M [1 ]
Brahmi, A. [1 ]
El Amrani, A. [1 ]
机构
[1] Fac Sci & Technol, REIPT Lab, BP 509, Boutalamine, Errachidia, Morocco
关键词
photovoltaic system; boost converter; maximum power point tracking; terminal sliding mode control; particle swarm optimization; SLIDING-MODE CONTROL;
D O I
10.1016/j.procs.2020.03.116
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In the present paper, we report a robust and efficient terminal sliding mode controller based particle swarm optimization (PSO-TSMC) for maximum power point tracking (MPPT) of photovoltaic (PV) system under variable atmospheric conditions. The PSO-TSMC controller combines the features of both terminal sliding mode control (TSMC) and particle swarm optimization (PSO) method. The proposed approach is designed based TSMC controller as robust nonlinear controller in order to make the PV system performs at the desired reference maximum power voltage (MPV) despite the atmospheric conditions variation, by regulating the control duty cycle. Moreover, the proposed approach applied TSMC controller with their optimal parameter by using PSO method. Furthermore, a comparative study, including the proposed PSO-TSMC controller, the standard TSMC and the conventional sliding mode control (SMC), is investigated under variable atmospheric conditions. Hence, simulation results reveal that the proposed approach assures more robustness against atmospheric conditions variation with best tracking performance and fast tracking response convergence in finite time compared to the other controllers (i.e. TSMC and SMC). (C) 2020 The Authors. Published by Elsevier B.V.
引用
收藏
页码:887 / 892
页数:6
相关论文
共 50 条
  • [31] Novel PWM Control with Modified PSO-MPPT Algorithm for Reduced Switch MLI Based Standalone PV System
    Panda, Kaibalya Prasad
    Anand, Abhisekh
    Bana, Prabhat Ranjan
    Panda, Gayadhar
    INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS, 2018, 19 (05):
  • [32] Improved PSO algorithm based MPPT Control under Partial Shaded Environment
    Pan, Anqi
    Zhang, Kairu
    Chu, Xuejiao
    Xing, Chengcheng
    ADVANCES IN APPLIED SCIENCE AND INDUSTRIAL TECHNOLOGY, PTS 1 AND 2, 2013, 798-799 : 620 - 623
  • [33] Improved Artificial Neural Network Based MPPT Tracker for PV System under Rapid Varying Atmospheric Conditions
    Bouadjila T.
    Khelil K.
    Rahem D.
    Berrezzek F.
    Period. polytech., Electr. eng. comput. sci., 2023, 2 (149-159): : 149 - 159
  • [34] OPTIMIZATION OF GRID CONNECTED PV SYSTEM BY PARTIAL SHADING MPPT USING MODIFIED PSO ALGORITHM
    Kamalsakthi, S.
    Baskaran, J.
    Elankurisil, S. A.
    2019 8TH IEEE INTERNATIONAL CONFERENCE ON COMPUTATION OF POWER, ENERGY, INFORMATION AND COMMUNICATION (ICCPEIC'19), 2019, : 298 - 301
  • [35] MPPT Control for PV Generation System Based on an Improved Inccond Algorithm
    Zou, Yinqing
    Yu, Youling
    Zhang, Yu
    Lu, Jicheng
    2012 INTERNATIONAL WORKSHOP ON INFORMATION AND ELECTRONICS ENGINEERING, 2012, 29 : 105 - 109
  • [36] A Novel Modified Sine-Cosine Optimized MPPT Algorithm for Grid Integrated PV System under Real Operating Conditions
    Padmanaban, Sanjeevikumar
    Priyadarshi, Neeraj
    Holm-Nielsen, Jens Bo
    Bhaskar, Mahajan Sagar
    Azam, Farooque
    Sharma, Amarjeet Kumar
    Hossain, Eklas
    IEEE ACCESS, 2019, 7 : 10467 - 10477
  • [37] Global MPPT Algorithm with Coordinated Control of PSO and INC for Rooftop PV Array
    Liu, Jinhua
    Li, Junyin
    Wu, Jianan
    Zhou, Wenhui
    JOURNAL OF ENGINEERING-JOE, 2017,
  • [38] Research of MPPT Control Method Based on PSO Algorithm
    Wang Yunliang
    Bian Nan
    PROCEEDINGS OF 2015 4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT 2015), 2015, : 698 - 701
  • [39] A Suggestion of Combining a PV MPPT Algorithm Based on Temperature Control with a PV Cooling Based on Temperature Control with a PV Cooling System
    da Rocha, Nuno M.
    Coelho, Roberto F.
    Martins, Denizar Cruz
    Passos, Julio C.
    IECON 2014 - 40TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2014, : 1950 - 1956
  • [40] MPPT of PV Systems under Partial Shaded Conditions using Flower Pollination Algorithm
    Subha, R.
    Himavathi, S.
    2017 INTERNATIONAL CONFERENCE ON INNOVATIONS IN ELECTRICAL, ELECTRONICS, INSTRUMENTATION AND MEDIA TECHNOLOGY (ICIEEIMT), 2017, : 206 - 210