A generalized ANN model for reliability analysis of a semitransparent photovoltaic solar module with cost modeling

作者: Ruby Beniwal , H. O. Gupta , G. N. Tiwari

DOI: 10.1007/S10825-018-1200-2

关键词:

摘要: The accurate prediction of output power over the requisite time has a vital role in photovoltaic (PV) industry. Reliability is measurement quality or consistency measured output. analysis procedure for determining successful operation system with maintenance and without maintenance. We present concept analyzing reliability semitransparent solar module an algorithm using artificial neural network (ANN) to enhance modules. determine maximum minimum developed uses results some existing studies available literature training purposes ANN model. very important increase overall performance any large-scale applications at cost. generalized model on basis cost modeling.

参考文章(25)
R. Moretón, E. Lorenzo, L. Narvarte, Experimental observations on hot-spots and derived acceptance/rejection criteria Solar Energy. ,vol. 118, pp. 28- 40 ,(2015) , 10.1016/J.SOLENER.2015.05.009
Lina M. Elobaid, Ahmed K. Abdelsalam, Ezeldin E. Zakzouk, Artificial neural network-based photovoltaic maximum power point tracking techniques: a survey Iet Renewable Power Generation. ,vol. 9, pp. 1043- 1063 ,(2015) , 10.1049/IET-RPG.2014.0359
Benjamin B. Yang, Jose L. Cruz-Campa, Gaddi S. Haase, Edward I. Cole, Paiboon Tangyunyong, Paul J. Resnick, Alice C. Kilgo, Murat Okandan, Gregory N. Nielson, Failure Analysis Techniques for Microsystems-Enabled Photovoltaics IEEE Journal of Photovoltaics. ,vol. 4, pp. 470- 476 ,(2014) , 10.1109/JPHOTOV.2013.2284864
Nalin K. Gautam, N.D. Kaushika, Reliability evaluation of solar photovoltaic arrays Solar Energy. ,vol. 72, pp. 129- 141 ,(2002) , 10.1016/S0038-092X(01)00085-8
Harold A. Lauffenburger, Ronald T. Anderson, Reliability Terminology and Formulae for Photovoltaic Power Systems IEEE Transactions on Reliability. ,vol. R-31, pp. 289- 295 ,(1982) , 10.1109/TR.1982.5221342
Peter Hacke, Ryan Smith, Kent Terwilliger, Stephen Glick, Dirk Jordan, Steve Johnston, Michael Kempe, Sarah Kurtz, Testing and analysis for lifetime prediction of crystalline silicon PV modules undergoing degradation by system voltage stress 2012 38th IEEE Photovoltaic Specialists Conference. ,vol. 3, pp. 001750- 001755 ,(2012) , 10.1109/PVSC.2012.6317933
L.M. Elobaid, A.K. Abdelsalam, E.E. Zakzouk, Artificial neural network based maximum power point tracking technique for PV systems conference of the industrial electronics society. pp. 937- 942 ,(2012) , 10.1109/IECON.2012.6389165
Kenneth Kennerud, Analysis of Performance Degradation in CdS Solar Cells IEEE Transactions on Aerospace and Electronic Systems. ,vol. 5, pp. 912- 917 ,(1969) , 10.1109/TAES.1969.309966