A novel fault diagnosis technique for photovoltaic systems based on artificial neural networks
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Giorgio Sulligoi | Adel Mellit | W. Chine | Ali Malek | Vanni Lughi | A. Massi Pavan | A. Mellit | A. M. Pavan | G. Sulligoi | V. Lughi | A. Malek | W. Chine
[1] Beatrice Lazzerini,et al. An intelligent system for detecting faults in photovoltaic fields , 2011, 2011 11th International Conference on Intelligent Systems Design and Applications.
[2] Engin Karatepe,et al. New procedure for fault detection in grid connected PV systems based on the evaluation of current and voltage indicators , 2014 .
[3] Saravana Ilango Ganesan,et al. Positioning of PV panels for reduction in line losses and mismatch losses in PV array , 2015 .
[4] P. G. Vidal,et al. Characterization of the insulation and leakage currents of PV generators: Relevance for human safety , 2010 .
[5] T. Hiyama,et al. Controlling of artificial neural network for fault diagnosis of photovoltaic array , 2011, 2011 16th International Conference on Intelligent System Applications to Power Systems.
[6] A. Mellit,et al. A comprehensive method for estimating energy losses due to shading of GC-BIPV systems using monitoring data , 2012 .
[7] Meng-Hui Wang,et al. Modeling and fault diagnosis of a photovoltaic system , 2008 .
[8] Mariano Sidrach de Cardona,et al. PLC-Based PV Plants Smart Monitoring System: Field Measurements and Uncertainty Estimation , 2014, IEEE Transactions on Instrumentation and Measurement.
[9] A. Mellit,et al. The effect of soiling on energy production for large-scale photovoltaic plants , 2011 .
[10] A. Massi Pavan,et al. The effect of manufacturing mismatch on energy production for large-scale photovoltaic plants , 2015 .
[11] Abdelhamid Rabhi,et al. Neuro-Fuzzy fault detection method for photovoltaic systems , 2014 .
[12] Chunhua Wu,et al. An Intelligent Method for Fault Diagnosis in Photovoltaic Array , 2012 .
[13] L. Schirone,et al. Fault detection in a photovoltaic plant by time domain reflectometry , 1994 .
[14] Lorenzo Ciani,et al. Design and implementation of a on-board device for photovoltaic panels monitoring , 2013, 2013 IEEE International Instrumentation and Measurement Technology Conference (I2MTC).
[15] Nuri Gokmen,et al. Simple diagnostic approach for determining of faulted PV modules in string based PV arrays , 2012 .
[16] Yuchuan Wu,et al. Application of BP neural network fault diagnosis in solar photovoltaic system , 2009, 2009 International Conference on Mechatronics and Automation.
[17] Alessandro Massi Pavan,et al. A study on the mismatch effect due to the use of different photovoltaic modules classes in large‐scale solar parks , 2014 .
[18] A. M. Pavan,et al. Grid parity in the Italian commercial and industrial electricity market , 2013, 2013 International Conference on Clean Electrical Power (ICCEP).
[19] B. Lehman,et al. Decision tree-based fault detection and classification in solar photovoltaic arrays , 2012, 2012 Twenty-Seventh Annual IEEE Applied Power Electronics Conference and Exposition (APEC).
[20] Eleni Kaplani,et al. Energy performance and degradation over 20 years performance of BP c-Si PV modules , 2011, Simul. Model. Pract. Theory.
[21] Soteris A. Kalogirou,et al. FPGA‐based implementation of a real time photovoltaic module simulator , 2010 .
[22] Pedro Rodriguez,et al. PV panel model based on datasheet values , 2007, 2007 IEEE International Symposium on Industrial Electronics.
[23] S. Vergura,et al. Inferential statistics for monitoring and fault forecasting of PV plants , 2008, 2008 IEEE International Symposium on Industrial Electronics.
[24] Soteris A. Kalogirou,et al. A comparison between BNN and regression polynomial methods for the evaluation of the effect of soiling in large scale photovoltaic plants , 2013 .
[25] K. Otani,et al. Experimental studies of fault location in PV module strings , 2009 .
[26] Makoto Tanaka,et al. Diagnostic technology and an expert system for photovoltaic systems using the learning method , 2003 .
[27] Detlev Heinemann,et al. Monitoring and remote failure detection of grid-connected PV systems based on satellite observations , 2007 .
[28] Ye Zhao,et al. Challenges to overcurrent protection devices under line-line faults in solar photovoltaic arrays , 2011, 2011 IEEE Energy Conversion Congress and Exposition.
[29] Carlos Andrés Ramos-Paja,et al. Photovoltaic modules diagnostic: An overview , 2013, IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society.
[30] Soteris A. Kalogirou,et al. On-site PV characterization and the effect of soiling on their performance , 2013 .
[31] Alessandro Massi Pavan,et al. Photovoltaics in Italy: Toward grid parity in the residential electricity market , 2012, 2012 24th International Conference on Microelectronics (ICM).
[32] Joshua S. Stein,et al. A standardized approach to PV system performance model validation , 2010, 2010 35th IEEE Photovoltaic Specialists Conference.
[33] Soteris A. Kalogirou,et al. MPPT-based artificial intelligence techniques for photovoltaic systems and its implementation into field programmable gate array chips: Review of current status and future perspectives , 2014 .
[34] V. d’Alessandro,et al. Effective real-time performance monitoring and diagnostics of individual panels in PV plants , 2013, 2013 International Conference on Clean Electrical Power (ICCEP).
[35] L. Bun,et al. Détection et localisation de défauts pour un système PV , 2011 .
[36] A. Massi Pavan,et al. Fault diagnosis in photovoltaic arrays , 2015, 2015 International Conference on Clean Electrical Power (ICCEP).
[37] Soteris A. Kalogirou,et al. Fault detection method for grid-connected photovoltaic plants , 2014 .
[38] S. Yamanaka,et al. Diagnosis of a Power Output Lowering of PV Array with a (-dI/dV)-V Characteristic , 2006, 2006 IEEE 4th World Conference on Photovoltaic Energy Conference.
[39] Aissa Chouder,et al. Automatic supervision and fault detection of PV systems based on power losses analysis , 2010 .
[40] Philip Jennings,et al. Detectable faults on recently installed solar modules in Western Australia , 2014 .
[41] Francisco Jurado,et al. Guidelines for Protection against Overcurrent in Photovoltaic Generators , 2012 .
[42] Bruno Ando,et al. Sentinella: Smart Monitoring of Photovoltaic Systems at Panel Level , 2015, IEEE Transactions on Instrumentation and Measurement.