Neighboring-Pixel-Based Maximum Power Point Tracking Algorithm for Partially Shaded Photovoltaic (PV) Systems

被引:5
作者
Rehman, Huma [1 ]
Murtaza, Ali Faisal [1 ]
Sher, Hadeed Ahmed [2 ]
Noman, Abdullah M. [3 ]
Al-Shamma'a, Abdullrahman A. [3 ]
Alkuhayli, Abdulaziz [3 ]
Spertino, Filippo [4 ]
机构
[1] Univ Cent Punjab UCP, Fac Engn, Lahore 54782, Pakistan
[2] Ghulam Ishaq Khan Inst Engn Sci & Technol, Fac Elect Engn, Topi 23460, Pakistan
[3] King Saud Univ, Coll Engn, Elect Engn Dept, Riyadh 11421, Saudi Arabia
[4] Politecn Torino, Dipartimento Energia Galileo Ferraris, Corso Duca Abruzzi 24, I-10129 Turin, Italy
关键词
MPPT; virtual Imaging techniques; image processing; photovoltaic systems; partial shading; ARRAY; EFFICIENCY;
D O I
10.3390/electronics11030359
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a neighboring-pixel-based virtual imaging (NPBVI) technique is developed to comprehensively detect the shading conditions on PV arrays. The proposed VI technique is then merged with a probabilistic mechanism of shaded module currents. Finally, a mathematical model is presented, which predicts the current voltage (I-V) region corresponding to the global maximum (GM) of the shaded PV array. The effectiveness of the proposed NPBVI MPPT is validated through numerous experiments that were carried out using a hardware prototype with a 150 W power rating. For the experiments, a PV array consisting of 3 x 2 (N-p x N-s) 20 W PV modules was utilized. The experiments showcase agreement that the proposed method successfully identified the GM region of a partially shaded PV array.
引用
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页数:13
相关论文
共 29 条
[1]   Innovative Automated Control System for PV Fields Inspection and Remote Control [J].
Aghaei, Mohammadreza ;
Grimaccia, Francesco ;
Gonano, Carlo A. ;
Leva, Sonia .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2015, 62 (11) :7287-7296
[2]   An analytical approach to study partial shading effects on PV array supported by literature [J].
Ahmad, R. ;
Murtaza, Ali F. ;
Sher, Hadeed Ahmed ;
Shami, Umar Tabrez ;
Olalekan, Saheed .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2017, 74 :721-732
[3]   Power tracking techniques for efficient operation of photovoltaic array in solar applications - A review [J].
Ahmad, Riaz ;
Murtaza, Ali F. ;
Sher, Hadeed Ahmed .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2019, 101 :82-102
[4]  
Anh D.T., 2021, THESIS VIETNAMESE GE
[5]  
[Anonymous], 2016, EEEIC 2016 INT C ENV, DOI DOI 10.1109/EEEIC.2016.7555516
[6]   Qualitative and Quantitative Diagnostic Device for Detecting Defects in Crystalline Silicon PV Cells [J].
de Carvalho Neto, Joao T. .
IEEE TRANSACTIONS ON DEVICE AND MATERIALS RELIABILITY, 2021, 21 (04) :647-657
[7]   Thermography-Based Virtual MPPT Scheme for Improving PV Energy Efficiency Under Partial Shading Conditions [J].
Hu, Yihua ;
Cao, Wenping ;
Wu, Jiande ;
Ji, Bing ;
Holliday, Derrick .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2014, 29 (11) :5667-5672
[8]   Improved Restricted Control Set Model Predictive Control (iRCS-MPC) Based Maximum Power Point Tracking of Photovoltaic Module [J].
Hussain, Afaq ;
Sher, Hadeed Ahmed ;
Murtaza, Ali Faisal ;
Al-Haddad, Kamal .
IEEE ACCESS, 2019, 7 :149422-149432
[9]  
Karakose M, 2014, IEEE INT ENER CONF, P683, DOI 10.1109/ENERGYCON.2014.6850500
[10]   Weighted-Efficiency Enhancement Control for a Photovoltaic AC Module Interleaved Flyback Inverter Using a Synchronous Rectifier [J].
Kim, Young-Ho ;
Jang, Jin-Woo ;
Shin, Soo-Cheol ;
Won, Chung-Yuen .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2014, 29 (12) :6481-6493