Performance Analysis of Thermal Image Processing-Based Photovoltaic Fault Detection and PV Array Reconfiguration-A Detailed Experimentation

被引:33
作者
Alwar, Srinivasan [1 ]
Samithas, Devakirubakaran [2 ]
Boominathan, Meenakshi Sundaram [1 ]
Balachandran, Praveen Kumar [3 ]
Mihet-Popa, Lucian [4 ]
机构
[1] Sethu Inst Technol, Dept Elect & Elect Engn, Virudunagar 626115, India
[2] QIS Coll Engn & Technol, Dept Elect & Elect Engn, Ongole 523272, India
[3] Vardhaman Coll Engn, Dept Elect & Elect Engn, Hyderabad 501218, India
[4] Oestfold Univ Coll, Fac Informat Technol Engn & Econ, N-1757 Halden, Norway
关键词
image processing; reconfiguration; photovoltaics; mean; standard deviation; MOSFET; MAXIMUM POWER; DYNAMIC RECONFIGURATION; SYSTEM; CONFIGURATION; SIMULATION; TRACKING;
D O I
10.3390/en15228450
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Due to the flexibility, sustainability, affordability, and ease of installation of solar photovoltaic systems, their use has significantly increased over the past two decades. The performance of a solar PV system can be constrained by a variety of external conditions, including hotspots, partial shade, and other minor faults. This causes the PV system to permanently fail and power losses. The power output in a partially shaded solar system is improved in this work by the introduction of a fault classifier based on thermal image analysis with a reconfiguration algorithm. For that purpose, the entire PV array is divided into two parts, with one of these being the male part and the other being the female part. MOSFET switches are used to build the switching matrix circuit that connects these parts. The Flir T420bx thermal camera captures thermal pictures, and MATLAB/Simulink (R) is used to extract the image properties. The pairing reconfiguration pattern is found using an algorithm based on image processing and the image attributes. The switching signals to the switching circuit are triggered by an Arduino controller. The image attributes of the thermal images may also be used to categorize PV system defects. This reconfiguration technique is easy, simple to use, and it can also be used to check the health of each PV module. The performance of the proposed work was validated using a 5 kW PV system with a 4 x 5 TCT array configuration at Sethu Institute of Technology's renewable energy lab in India. The proposed method was simulated using the MATLAB-Simulink software program, and the outcomes were verified on different hardware setups.
引用
收藏
页数:21
相关论文
共 26 条
[1]   Experimental investigation of the effect of partial shading on photovoltaic performance [J].
Al Mamun, Mohammad Abdullah ;
Hasanuzzaman, Md ;
Selvaraj, Jeyraj .
IET RENEWABLE POWER GENERATION, 2017, 11 (07) :912-921
[2]  
Bezuidenhout L.J., 2012, CHARACTERIZATION SOL
[3]  
Breitenstein Otwin, 2011, Proceedings of the 26th European International Conference on Photovoltaic Solar Energy, P1031
[4]   Power Enhancement in Partial Shaded Photovoltaic System Using Spiral Pattern Array Configuration Scheme [J].
Cherukuri, Santhan Kumar ;
Balachandran, Praveen Kumar ;
Kaniganti, Kalyan Raj ;
Buddi, Madhu Kiran ;
Butti, Dasu ;
Devakirubakaran, S. ;
Babu, Thanikanti Sudhakar ;
Alhelou, Hassan Haes .
IEEE ACCESS, 2021, 9 :123103-123116
[5]   A novel musical chairs algorithm applied for MPPT of PV systems [J].
Eltamaly, Ali M. .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2021, 146 (146)
[6]   An Improved Cuckoo Search Algorithm for Maximum Power Point Tracking of Photovoltaic Systems under Partial Shading Conditions [J].
Eltamaly, Ali M. .
ENERGIES, 2021, 14 (04)
[7]  
Gonzalez-Diaz B, 2014, MICROSCOPY ADV SCI R
[8]   Identifying PV Module Mismatch Faults by a Thermography-Based Temperature Distribution Analysis [J].
Hu, Yihua ;
Cao, Wenping ;
Ma, Jien ;
Finney, Stephen J. ;
Li, David .
IEEE TRANSACTIONS ON DEVICE AND MATERIALS RELIABILITY, 2014, 14 (04) :951-960
[9]   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
[10]   Reconfiguration of Urban Photovoltaic Arrays Using Commercial Devices [J].
Ignacio Serna-Garces, Sergio ;
David Bastidas-Rodriguez, Juan ;
Andres Ramos-Paja, Carlos .
ENERGIES, 2016, 9 (01)