Dong Z.
33
Coauthors
10
Documentos
Volumen de publicaciones por año
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| Año de publicación | Num. Publicaciones |
|---|---|
| 2013 | 3 |
| 2014 | 2 |
| 2015 | 2 |
| 2017 | 1 |
| 2018 | 2 |
Publicaciones por áreas de conocimiento
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| Área de conocimiento | Num. Publicaciones |
|---|---|
| Aprendizaje automático | 5 |
| Energía solar | 5 |
| Energía renovable | 4 |
| Optimización matemática | 4 |
| Energía | 3 |
| Análisis de datos | 1 |
| Simulación por computadora | 1 |
| Fotovoltaica | 1 |
| Sensores remotos | 1 |
| Estadísticas | 1 |
Publicaciones por áreas temáticas
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| Área temática | Num. Publicaciones |
|---|---|
| Física aplicada | 6 |
| Ciencias de la computación | 3 |
| Métodos informáticos especiales | 2 |
| Geología, hidrología, meteorología | 2 |
| Ingeniería y operaciones afines | 1 |
| Economía de la tierra y la energía | 1 |
| Otras ramas de la ingeniería | 1 |
| Sistemas | 1 |
Principales fuentes de datos
| Origen | Num. Publicaciones |
|---|---|
| Scopus | 10 |
| Google Scholar | 0 |
| RRAAE | 0 |
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Coautores destacados por número de publicaciones
| Coautor | Num. Publicaciones |
|---|---|
| Dazhi Yang | 10 |
| Walsh W.M. | 6 |
| Reindl T. | 4 |
| Jirutitijaroen P. | 3 |
| Lim L.I. | 2 |
| Liu L. | 1 |
| Yu C. | 1 |
| Yan J. | 1 |
| Khoo Y. | 1 |
| Nobre A.M. | 1 |
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Top Keywords
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Publicaciones del autor
Operational photovoltaics power forecasting using seasonal time series ensemble
ArticleAbstract: The hypothesis, namely, ensemble forecasts improve forecast accuracy, is herein investigated. More sPalabras claves:Ensemble forecast, Forecast combination, NWP, TIME SERIESAutores:Dazhi Yang, Dong Z.Fuentes:scopusAnalyzing big time series data in solar engineering using features and PCA
ArticleAbstract: In solar engineering, we encounter big time series data such as the satellite-derived irradiance datPalabras claves:characterization, Principal Component Analysis, solar irradiance, Time series featuresAutores:Dazhi Yang, Dong Z., Lim L.I., Liu L.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:scopusDeep learning solution for intra-day solar irradiance fore casting in tropical high variability regions
Conference ObjectAbstract: Located on the Equator, Singapore has one of the most challenging climate for solar irradiance forecPalabras claves:Autores:Dazhi Yang, Dong Z., Yan J., Yu C.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:scopus