A New Approach to Select an Optimal PV Module Model Under the Outdoor Conditions

被引:0
|
作者
Mahammed, I. Hadj [1 ]
Berrah, S. [2 ]
Arab, A. Hadj [3 ]
Bakelli, Y. [3 ]
机构
[1] CDER, URAER, Ghardaia, Algeria
[2] A Mira Univ, Fac Elect, Elect Lab, Bejaia, Algeria
[3] CDER, Algiers 16340, Algeria
关键词
photovoltaic models; characterization; outdoor measurement; modeling; simulation; correlation; ANFIS; EXPERIMENTAL-VERIFICATION; PHOTOVOLTAIC MODULES; OPERATING CURRENT; SOLAR-RADIATION; PERFORMANCE; VALIDATION; PARAMETERS; SYSTEM;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Despite the great development in modeling the I-V characteristics of the PV module, the outdoor conditions variations still the main difficulty to predict its performances. In this work, anew approach proposed to reconstruct the I-V characteristic of a PV module under variousreal conditions of irradiance and temperature. Based on the characterization tests data, carried out on four different PV modules technologies (monocrystalline silicon,polycrystalline silicon, thin film CIS and amorphous silicon), under semi-arid environment conditions of Ghardaia site, a developed methodology has been presented. It consists of exploiting a set of the five parameters data versus irradiance and temperature obtained via the five parameters model. The assembled data have been reconstructed via analytical and adaptive neuro-fuzzy inference system (ANFIS) models, for each PV module technology. The reconstructed of five parameters model obtained by ANFIS modelgive a good precision for all tested PV module types, in comparison to the analytical model
引用
收藏
页码:811 / 821
页数:11
相关论文
共 50 条
  • [1] Development of a novel solar PV module model for reliable power prediction under real outdoor conditions
    Kumar, Manish
    Malik, Prashant
    Chandel, Rahul
    Chandel, Shyam Singh
    RENEWABLE ENERGY, 2023, 217
  • [2] Outdoor PV Module Performance under Fluctuating Irradiance Conditions in Tropical Climates
    Ye, Jia-Ying
    Ding, Kun
    Reindl, Thomas
    Aberle, Armin G.
    PV ASIA PACIFIC CONFERENCE 2012, 2013, 33 : 238 - 247
  • [3] Outdoor testing of PV module temperature and performance under different mounting and operational conditions
    Kurnik, Jurij
    Jankovec, Marko
    Brecl, Kristijan
    Topic, Marko
    SOLAR ENERGY MATERIALS AND SOLAR CELLS, 2011, 95 (01) : 373 - 376
  • [4] Model Parameter Analysis of Cracked Photovoltaic Module under Outdoor Conditions
    Zhang, Jingwei
    Liu, Yongjie
    Ding, Kun
    Feng, Li
    Hamelmann, Frank U.
    Chen, Xiang
    2020 47TH IEEE PHOTOVOLTAIC SPECIALISTS CONFERENCE (PVSC), 2020, : 2509 - 2512
  • [5] A simple model for pv module reflection losses under field conditions
    SjerpsKoomen, EA
    Alsema, EA
    Turkenburg, WC
    SOLAR ENERGY, 1997, 57 (06) : 421 - 432
  • [6] New Technology for Precise Outdoor PV Module Performance Measurements
    Hishikawa, Yoshihiro
    Yamagoe, Kengo
    Ohshima, Hironori
    Tsuno, Yuki
    Kojima, Hisashi
    2015 IEEE 42ND PHOTOVOLTAIC SPECIALIST CONFERENCE (PVSC), 2015,
  • [7] Optimal Model Selection For PV Module Modeling
    Mahammed, I. Hadj
    Bakelli, Y.
    Oudjana, S. Hamid
    Arab, A. Hadj
    Berrah, S.
    2012 24TH INTERNATIONAL CONFERENCE ON MICROELECTRONICS (ICM), 2012,
  • [8] Precise Outdoor PV Module Performance Characterization Under Unstable Irradiance
    Hishikawa, Yoshihiro
    Doi, Takuya
    Higa, Michiya
    Yamagoe, Kengo
    Ohshima, Hironori
    IEEE JOURNAL OF PHOTOVOLTAICS, 2016, 6 (05): : 1221 - 1227
  • [9] A Modified Approach for Parameter Estimation of Photovoltaic (PV) Module under Varying Climatic Conditions
    Lawi, Jonathan A.
    Begam, Mumtaj K.
    Babu, Chitti B.
    Umar, Kangiwa M.
    2019 IEEE 9TH INTERNATIONAL CONFERENCE ON SYSTEM ENGINEERING AND TECHNOLOGY (ICSET), 2019, : 425 - 430
  • [10] A Novel Approach for Direct MPP Estimation of a PV Module Under Different Irradiation Conditions
    Sahu, Himanshu Sekhar
    Mishra, Mahesh K.
    Kumar, Shashank
    Nayak, Sisir Kumar
    IEEE TRANSACTIONS ON ENERGY CONVERSION, 2021, 36 (04) : 3127 - 3136