Documentos de Walsh W.M. | REDI

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Filtros aplicados

Palabras Claves: "Exponential smoothing state space model"

Subtipo de publicación

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Energy Conversion and Management(1)

Área temáticas

Física aplicada(2)

Ciencias de la computación(1)

Geología, hidrología, meteorología(1)

Otras ramas de la ingeniería(1)

Área de conocimiento

Energía solar(2)

Aprendizaje automático(1)

Optimización matemática(1)

Sensores remotos(1)

Año de Publicación

Origen

Palabras Claves

Forecast horizon(1)

Hourly solar irradiance forecasting(1)

Satellite image analysis(1)

Self-Organizing Maps(1)

Stationarity(1)

Satellite image analysis and a hybrid ESSS/ANN model to forecast solar irradiance in the tropics

Abstract: We forecast hourly solar irradiance time series using satellite image analysis and a hybrid exponent

Palabras claves:

Exponential smoothing state space model, Hourly solar irradiance forecasting, multi-layer perceptron, Satellite image analysis, Self-Organizing Maps

Dazhi Yang, Dong Z., Reindl T., Walsh W.M.

Short-term solar irradiance forecasting using exponential smoothing state space model

Abstract: We forecast high-resolution solar irradiance time series using an exponential smoothing state space

Palabras claves:

Exponential smoothing state space model, Forecast horizon, Stationarity, Time series forecasting

Dazhi Yang, Dong Z., Reindl T., Walsh W.M.