A novel fault diagnosis method of PV based-on power loss and I-V characteristics

The power loss and the changes of internal I-V output characteristics of photovoltaic (PV) module in the typical fault condition were analyzed. We proposed an on-line real time fault diagnosis method for PV module, which takes into account the power loss and the internal I-V characteristics. Taking into account the changes of temperature and irradiation, the running status of the PV module were simulated in real time. Firstly, by comparing the simulated power with the measured power, it could determine whether the abnormal power loss has occurred. Then based on the change of output voltage, it could decide if short-circuit fault has occurred and estimate the number of short circuited cells roughly. Further, the value of fill factor (FF) can be utilized to determine whether aging fault has occurred and to acquire the remaining service life of the module. The results of simulation and experiment show that this method can effectively detect the partial shadow short-circuit fault and aging fault. It proves the feasibility and accuracy of the fault diagnosis method.

[1]  Marcelo Gradella Villalva,et al.  Comprehensive Approach to Modeling and Simulation of Photovoltaic Arrays , 2009, IEEE Transactions on Power Electronics.

[2]  Michael G. Deceglie,et al.  Real-Time Series Resistance Monitoring in PV Systems Without the Need for I–V Curves , 2015, IEEE Journal of Photovoltaics.

[3]  Kara Clark,et al.  Alternatives No More: Wind and Solar Power Are Mainstays of a Clean, Reliable, Affordable Grid , 2015, IEEE Power and Energy Magazine.

[4]  Meng-Hui Wang,et al.  Modeling and fault diagnosis of a photovoltaic system , 2008 .

[5]  Aissa Chouder,et al.  Automatic supervision and fault detection of PV systems based on power losses analysis , 2010 .

[6]  Wenping Cao,et al.  Online Two-Section PV Array Fault Diagnosis With Optimized Voltage Sensor Locations , 2015, IEEE Transactions on Industrial Electronics.

[7]  Antonios Gasteratos,et al.  Fault diagnosis of photovoltaic modules through image processing and Canny edge detection on field thermographic measurements , 2015 .

[8]  Ye Zhao,et al.  Line–Line Fault Analysis and Protection Challenges in Solar Photovoltaic Arrays , 2013, IEEE Transactions on Industrial Electronics.

[9]  A. Maafi,et al.  Data acquisition system for photovoltaic systems performance monitoring , 1997, IEEE Instrumentation and Measurement Technology Conference Sensing, Processing, Networking. IMTC Proceedings.

[10]  Zhu Yongqiang,et al.  Fault diagnosis method and simulation analysis for photovoltaic array , 2011, 2011 International Conference on Electrical and Control Engineering.

[11]  K. Otani,et al.  Experimental studies of fault location in PV module strings , 2009 .

[12]  Bruno Ando,et al.  Sentinella: Smart Monitoring of Photovoltaic Systems at Panel Level , 2015, IEEE Transactions on Instrumentation and Measurement.

[13]  B. Raison,et al.  Maximizing the Power Output of Partially Shaded Photovoltaic Plants Through Optimization of the Interconnections Among Its Modules , 2012, IEEE Journal of Photovoltaics.

[14]  Takumi Takashima,et al.  Disconnection detection using earth capacitance measurement in photovoltaic module string , 2008 .

[15]  Junji Yamaguchi,et al.  Fault detection by signal response in PV module strings , 2008, 2008 33rd IEEE Photovoltaic Specialists Conference.

[16]  Fu Li A Survey of Online Fault Diagnosis for PV Module Based on BP Neural Network , 2013 .

[17]  Du-Ming Tsai,et al.  Defect Detection in Solar Modules Using ICA Basis Images , 2013, IEEE Transactions on Industrial Informatics.

[18]  Su Jian-hui,et al.  Versatile Matlab Simulation Model for Photovoltaic Array with MPPT Function , 2005 .

[19]  Beatrice Lazzerini,et al.  An intelligent system for detecting faults in photovoltaic fields , 2011, 2011 11th International Conference on Intelligent Systems Design and Applications.

[20]  Mao Mei-qin Determination of Serial Solar Panels' Current Equation Based on Maximum Power , 2007 .

[21]  S. Gonzalez,et al.  Development of a MATLAB/Simulink Model of a Single-Phase Grid-Connected Photovoltaic System , 2009, IEEE Transactions on Energy Conversion.