Solar radiation prediction using Artificial Neural Network techniques: A review
暂无分享,去创建一个
[1] Orhan Büyükalaca,et al. Simple model for the generation of daily global solar-radiation data in Turkey , 2007 .
[2] O. Şenkal. Modeling of solar radiation using remote sensing and artificial neural network in Turkey , 2010 .
[3] Gabriel López,et al. Selection of input parameters to model direct solar irradiance by using artificial neural networks , 2004 .
[4] Cyril Voyant,et al. Optimization of an artificial neural network dedicated to the multivariate forecasting of daily glob , 2011 .
[5] K. Nagasaka,et al. Mapping of solar energy potential in Indonesia using artificial neural network and geographical information system , 2012 .
[6] A. Mellit,et al. A 24-h forecast of solar irradiance using artificial neural network: Application for performance prediction of a grid-connected PV plant at Trieste, Italy , 2010 .
[7] Hamdy K. Elminir,et al. Prediction of hourly and daily diffuse fraction using neural network, as compared to linear regression models , 2007 .
[8] Kasra Mohammadi,et al. Introducing the best model for predicting the monthly mean global solar radiation over six major cities of Iran , 2013 .
[9] M. A. Ansari,et al. Improvement in Coding Time of Embedded Zero Wavelet Tree , 2012 .
[10] Ali Keyhani,et al. Neural Network Estimation of Microgrid Maximum Solar Power , 2012, IEEE Transactions on Smart Grid.
[11] Juan A. Lazzús,et al. Estimation of global solar radiation over the city of La Serena (Chile) using a neural network , 2011 .
[12] M. Rubio,et al. Empirical modeling of hourly direct irradiance by means of hourly global irradiance , 2000 .
[13] Hamdy K. Elminir,et al. Estimation of solar radiation components incident on Helwan site using neural networks , 2005 .
[14] N. Emrahoğlu,et al. A Comparison of Two Solar Radiation Models Using Artificial Neural Networks and Remote Sensing in Turkey , 2013 .
[15] Kamaruzzaman Sopian,et al. Performance of grid-connected photovoltaic system in two sites in kuwait , 2012 .
[16] Viorel Badescu,et al. Computing global and diffuse solar hourly irradiation on clear sky. Review and testing of 54 models , 2012 .
[17] J. Mubiru,et al. Estimation of monthly average daily global solar irradiation using artificial neural networks , 2008 .
[18] D. Fadare. Modelling of solar energy potential in Nigeria using an artificial neural network model , 2009 .
[19] Soteris A. Kalogirou,et al. Artificial neural networks in renewable energy systems applications: a review , 2001 .
[20] J. Duffie,et al. Estimation of the diffuse radiation fraction for hourly, daily and monthly-average global radiation , 1982 .
[21] Soteris A. Kalogirou,et al. Artificial intelligence techniques for photovoltaic applications: A review , 2008 .
[22] E. Arcaklioğlu,et al. Use of artificial neural networks for mapping of solar potential in Turkey , 2004 .
[23] Haralambos Sarimveis,et al. A new neural network model for evaluating the performance of various hourly slope irradiation models: Implementation for the region of Athens , 2010 .
[24] Indira Karakoti,et al. Evaluation of different diffuse radiation models for Indian stations and predicting the best fit model , 2011 .
[25] A. Ghanbarzadeh,et al. New sunshine-based models for predicting global solar radiation using PSO (particle swarm optimizati , 2011 .
[26] Athanasios Sfetsos,et al. Univariate and multivariate forecasting of hourly solar radiation with artificial intelligence techniques , 2000 .
[27] Belkacem Draoui,et al. Estimating Global Solar Radiation Using Artificial Neural Network and Climate Data in the South-western Region of Algeria , 2012 .
[28] Kadir Bakirci,et al. Models of solar radiation with hours of bright sunshine: A review , 2009 .
[29] S. C. Kaushik,et al. Assessment of diffuse solar energy under general sky condition using artificial neural network , 2009 .
[30] Yingni Jiang,et al. Computation of monthly mean daily global solar radiation in China using artificial neural networks and comparison with other empirical models , 2009 .
[31] M. Mohandes,et al. Estimation of Diffuse Fraction of Global Solar Radiation Using Artificial Neural Networks , 2009 .
[32] T. R. Sumithira,et al. Prediction of monthly global solar radiation using adaptive neuro fuzzy inference system (ANFIS) technique over the State of Tamilnadu (India): a comparative study , 2012 .
[33] F. S. Tymvios,et al. Comparative study of Ångström's and artificial neural networks' methodologies in estimating global solar radiation , 2005 .
[34] Amit Kumar Yadav,et al. Tilt angle optimization to maximize incident solar radiation: A review , 2013 .
[35] S. S. Chandel,et al. Artificial Neural Network based Prediction of Solar Radiation for Indian Stations , 2012 .
[36] Adnan Sözen,et al. Estimation of solar potential in Turkey by artificial neural networks using meteorological and geographical data , 2004 .
[37] N. D. Kaushika,et al. Artificial neural network model for the estimation of direct solar radiation in the Indian zone , 2008 .
[38] W. A. Rahoma,et al. Application of Neuro-Fuzzy Techniques for Solar Radiation , 2011 .
[39] S. H. Cao,et al. Study of forecasting solar irradiance using neural networks with preprocessing sample data by wavelet analysis , 2006 .
[40] A. Angstrom. Solar and terrestrial radiation. Report to the international commission for solar research on actinometric investigations of solar and atmospheric radiation , 2007 .
[41] Giacomo Capizzi,et al. Innovative Second-Generation Wavelets Construction With Recurrent Neural Networks for Solar Radiation Forecasting , 2012, IEEE Transactions on Neural Networks and Learning Systems.
[42] Mohamed Mohandes,et al. Splitting Global Solar Radiation into Diffuse and Direct Normal Fractions Using Artificial Neural Networks , 2012 .
[43] Ahmed Ouammi,et al. Artificial neural network analysis of Moroccan solar potential , 2012 .
[44] Kamaruzzaman Sopian,et al. Modeling of Daily Solar Energy on a Horizontal Surface for Five Main Sites in Malaysia , 2011 .
[45] Tariq Muneer,et al. Discourses on solar radiation modeling , 2007 .
[46] Adnan Sözen,et al. Solar potential in Turkey , 2005 .
[47] Marwan M. Mahmoud,et al. Solar Energy Prediction for Malaysia Using Artificial Neural Networks , 2012 .
[48] Kamaruzzaman Sopian,et al. A review of solar energy modeling techniques , 2012 .
[49] Tariq Muneer,et al. Neural network based method for conversion of solar radiation data , 2013 .
[50] Adel Mellit,et al. Radial Basis Function Network-based prediction of global solar radiation data: Application for sizing of a stand-alone photovoltaic system at Al-Madinah, Saudi Arabia , 2010 .
[51] George H. Hargreaves,et al. Reference Crop Evapotranspiration from Temperature , 1985 .
[52] Muammer Ozgoren,et al. Daily total global solar radiation modeling from several meteorological data , 2011 .
[53] A. Angstroem. Solar and terrestrial radiation , 1924 .
[54] Yingni Jiang,et al. Prediction of monthly mean daily diffuse solar radiation using artificial neural networks and comparison with other empirical models , 2008 .
[55] Zhe Wang,et al. Solar Irradiance Short-Term Prediction Model Based on BP Neural Network , 2011 .
[56] Adel Mellit,et al. Prediction of daily global solar irradiation data using Bayesian neural network: A comparative study , 2012 .
[57] ZEKAI SEN,et al. Solar Irradiation Estimation from Sunshine Duration by Geno-Fuzzy Partial Approach , 2004 .
[58] Soteris A. Kalogirou,et al. Artificial intelligence techniques for sizing photovoltaic systems: A review , 2009 .
[59] I. Dincer,et al. Estimation of monthly solar radiation distribution for solar energy system analysis , 2011 .
[60] Ozan Şenkal,et al. The Estimation of Solar Radiation for Different Time Periods , 2010 .
[61] Adel Mellit,et al. A simplified model for generating sequences of global solar radiation data for isolated sites: Using artificial neural network and a library of Markov transition matrices approach , 2005 .
[62] W. Chow,et al. Solar radiation model , 2001 .
[63] K. A. Kavadias,et al. Use of neural networks for the creation of hourly global and diffuse solar irradiance data at representative locations in Greece , 2008 .
[64] O. Şenkal,et al. Estimation of solar radiation over Turkey using artificial neural network and satellite data , 2009 .
[65] K. K. Gopinathan,et al. Diffuse radiation models and monthly-average, daily, diffuse data for a wide latitude range , 1995 .
[66] O. S. Sastry,et al. Estimation of solar radiation using a combination of Hidden Markov Model and generalized Fuzzy model , 2013 .
[67] Jun Qin,et al. A simple and efficient algorithm to estimate daily global solar radiation from geostationary satellite data , 2011 .
[68] Cyril Voyant,et al. Forecasting of preprocessed daily solar radiation time series using neural networks , 2010 .
[69] David Pozo-Vázquez,et al. Generation of synthetic daily global solar radiation data based on ERA-Interim reanalysis and artifi , 2011 .
[70] Tom Heskes,et al. Input Selection with Partial Retraining , 1997, ICANN.
[71] Zekai Şen,et al. Statistical analysis of the Angström formula coefficients and application for Turkey , 1998 .
[72] A. Will,et al. On the use of niching genetic algorithms for variable selection in solar radiation estimation , 2013 .
[73] Ali Azadeh,et al. An integrated artificial neural networks approach for predicting global radiation , 2009 .
[74] Ahmet Koca,et al. Estimation of solar radiation using artificial neural networks with different input parameters for Mediterranean region of Anatolia in Turkey , 2011, Expert Syst. Appl..
[75] Mohamed Mohandes,et al. Estimation of global solar radiation using artificial neural networks , 1998 .
[76] S. Rehman,et al. Artificial neural network estimation of global solar radiation using air temperature and relative humidity , 2008 .
[77] Andreas S. Weigend,et al. Nonparametric selection of input variables for connectionist learning , 1996 .
[78] Fatih Evrendilek,et al. Assessing monthly average solar radiation models: a comparative case study in Turkey , 2011, Environmental monitoring and assessment.
[79] M. A. AbdulAzeez. Artificial Neural Network Estimation of Global Solar Radiation Using Meteorological Parameters in Gusau, Nigeria , 2011 .
[80] A. Ghanbarzadeh,et al. The potential of different artificial neural network (ANN) techniques in daily global solar radiation modeling based on meteorological data , 2010 .
[81] Gabriel López,et al. Daily solar irradiation estimation over a mountainous area using artificial neural networks , 2008 .
[82] Jianping Wang,et al. Solar Radiation Prediction Based on Phase Space Reconstruction of Wavelet Neural Network , 2011 .
[83] E. D. Mehleri,et al. Determination of the optimal tilt angle and orientation for solar photovoltaic arrays , 2010 .
[84] Gilles Notton,et al. Estimation of hourly global solar irradiation on tilted planes from horizontal one using artificial neural networks , 2012 .
[85] A. Zeroual,et al. Prediction of daily global solar radiation using fuzzy systems , 2007 .
[86] A. Massi Pavan,et al. An adaptive model for predicting of global, direct and diffuse hourly solar irradiance , 2010 .
[87] Daryl R. Myers,et al. Solar Radiation Modeling and Measurements for Renewable Energy Applications: Data and Model Quality , 2004 .
[88] Cyril Voyant,et al. Numerical Weather Prediction (NWP) and hybrid ARMA/ANN model to predict global radiation , 2012, ArXiv.
[89] Jorge Aguilera,et al. An application of the multilayer perceptron: Solar radiation maps in Spain , 2005 .
[90] Indira Karakoti,et al. Predicting monthly mean daily diffuse radiation for India , 2012 .
[91] S. N. Alamri,et al. ANN-based modelling and estimation of daily global solar radiation data: A case study , 2009 .
[92] N.Hedayat,et al. Daily Global Solar Radiation Modeling Using Multi-Layer Perceptron (MLP) Neural Networks , 2011 .
[93] S. Iniyan,et al. A review of energy models , 2006 .
[94] S. Alam,et al. Computation of beam solar radiation at normal incidence using artificial neural network , 2006 .
[95] Ali Rahimikhoob,et al. Estimating global solar radiation using artificial neural network and air temperature data in a semi-arid environment , 2010 .
[96] Saleh M. Al-Alawi,et al. An ANN-based approach for predicting global radiation in locations with no direct measurement instrumentation , 1998 .
[97] A. Katiyar,et al. Simple correlation for estimating the global solar radiation on horizontal surfaces in India , 2010 .