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scopus(13)
Bidirectional irradiance transposition based on the Perez model
ArticleAbstract: The Perez irradiance model offers a practical representation of solar irradiance by considering thePalabras claves:Inverse transposition, Perez model, Reference cells, Tropical regionsAutores:Dazhi Yang, Du H., Lim L.I., Nobre A.M., Reindl T., Walsh W.M., Ye Z.Fuentes:scopusA novel hybrid approach based on self-organizing maps, support vector regression and particle swarm optimization to forecast solar irradiance
ArticleAbstract: We forecast hourly solar irradiance time series using a novel hybrid model based on SOM (self-organiPalabras claves:Hourly solar irradiance forecasting, Particle Swarm Optimization, Self-Organizing Maps, Support Vector RegressionAutores:Dazhi Yang, Dong Z., Reindl T., Walsh W.M.Fuentes:scopusDay-Ahead Solar Irradiance Forecasting in a Tropical Environment
ArticleAbstract: Day-ahead solar irradiance forecasting is carried out using data from a tropical environment, SingapPalabras claves:Autores:Aryaputera A.W., Dazhi Yang, Walsh W.M.Fuentes:scopusEvaluation of transposition and decomposition models for converting global solar irradiance from tilted surface to horizontal in tropical regions
ArticleAbstract: Many simulations and performance evaluations of solar energy systems require information on local soPalabras claves:Decomposition models, Irradiance conversion from horizontal to tilt, Tilt to horizontal, Transposition modelsAutores:Dazhi Yang, Dong Z., Jirutitijaroen P., Khoo Y., Nobre A.M., Walsh W.M.Fuentes:scopusEstimation and applications of clear sky global horizontal irradiance at the equator
ArticleAbstract: We analyze Singapore global horizontal irradiance (GHI) measurements and propose a clear sky GHI modPalabras claves:Autores:Dazhi Yang, Jirutitijaroen P., Walsh W.M.Fuentes:scopusHourly solar irradiance time series forecasting using cloud cover index
ArticleAbstract: We apply time series analysis to forecast next hour solar irradiance including cloud cover effects.Palabras claves:ARIMA, Cloud cover, regression, TIME SERIESAutores:Dazhi Yang, Jirutitijaroen P., Walsh W.M.Fuentes:scopusSatellite image analysis and a hybrid ESSS/ANN model to forecast solar irradiance in the tropics
ArticleAbstract: We forecast hourly solar irradiance time series using satellite image analysis and a hybrid exponentPalabras claves:Exponential smoothing state space model, Hourly solar irradiance forecasting, multi-layer perceptron, Satellite image analysis, Self-Organizing MapsAutores:Dazhi Yang, Dong Z., Reindl T., Walsh W.M.Fuentes:scopusShort term solar irradiance forecasting using a mixed wavelet neural network
ArticleAbstract: In modern smart grids and deregulated electricity markets, accurate forecasting of solar irradiancePalabras claves:Neural networks, solar irradiance, tropics, variability, waveletsAutores:Dazhi Yang, Reindl T., Sharma V., Walsh W.M.Fuentes:scopusShort-term solar irradiance forecasting using exponential smoothing state space model
ArticleAbstract: We forecast high-resolution solar irradiance time series using an exponential smoothing state spacePalabras claves:Exponential smoothing state space model, Forecast horizon, Stationarity, Time series forecastingAutores:Dazhi Yang, Dong Z., Reindl T., Walsh W.M.Fuentes:scopusVery short-term irradiance forecasting at unobserved locations using spatio-temporal kriging
ArticleAbstract: Several variants of spatio-temporal kriging are used to perform very short-term solar irradiance forPalabras claves:Irradiance forecasting, Sensor network, Spatio-temporal krigingAutores:Aryaputera A.W., Dazhi Yang, Walsh W.M., Zhao L.Fuentes:scopus