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Dazhi Yang

Bio: Dazhi Yang is an academic researcher from Harbin Institute of Technology. The author has contributed to research in topics: Solar irradiance & Irradiance. The author has an hindex of 32, co-authored 116 publications receiving 3217 citations. Previous affiliations of Dazhi Yang include National University of Singapore & Beihang University.

Papers published on a yearly basis

Papers
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Journal ArticleDOI
TL;DR: This paper presents a preliminary study on how to review solar irradiance and photovoltaic power forecasting using text mining, which serves as the first part of a forthcoming series of text mining applications in solar forecasting.

348 citations

Journal ArticleDOI
09 Oct 2020
TL;DR: A brief review of influential energy forecasting papers can be found in this article, which summarizes research trends, discusses importance of reproducible research and points out six valuable open data sources; makes recommendations about publishing high-quality research papers; and offers an outlook into the future of energy forecasting.
Abstract: Forecasting has been an essential part of the power and energy industry. Researchers and practitioners have contributed thousands of papers on forecasting electricity demand and prices, and renewable generation (e.g., wind and solar power). This article offers a brief review of influential energy forecasting papers; summarizes research trends; discusses importance of reproducible research and points out six valuable open data sources; makes recommendations about publishing high-quality research papers; and offers an outlook into the future of energy forecasting.

223 citations

Journal ArticleDOI
TL;DR: In this article, three forecasting methods are proposed using different types of meteorological data as input parameters, namely, global horizontal irradiance (GHI), diffuse horizontal irradiances (DHI), direct normal irradiance and cloud cover.

201 citations

Journal ArticleDOI
15 Jun 2013-Energy
TL;DR: A novel Fourier trend model is proposed and compared with other popular trend models using residual analysis and the Kwiatkowski-Phillips-Schmidt-Shin (KPSS) stationarity test to show that the ESSS model has generally better performance than other time series forecasting models.

171 citations

Journal ArticleDOI
TL;DR: Predicting solar radiation on inclined surfaces is a critical task for photovoltaic energy systems design, simulation and performance evaluation and this paper provides a benchmark on transposition model accuracies.

152 citations


Cited by
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01 Jan 2002

9,314 citations

01 Jan 1989
TL;DR: In this article, a two-dimensional version of the Pennsylvania State University mesoscale model has been applied to Winter Monsoon Experiment data in order to simulate the diurnally occurring convection observed over the South China Sea.
Abstract: Abstract A two-dimensional version of the Pennsylvania State University mesoscale model has been applied to Winter Monsoon Experiment data in order to simulate the diurnally occurring convection observed over the South China Sea. The domain includes a representation of part of Borneo as well as the sea so that the model can simulate the initiation of convection. Also included in the model are parameterizations of mesoscale ice phase and moisture processes and longwave and shortwave radiation with a diurnal cycle. This allows use of the model to test the relative importance of various heating mechanisms to the stratiform cloud deck, which typically occupies several hundred kilometers of the domain. Frank and Cohen's cumulus parameterization scheme is employed to represent vital unresolved vertical transports in the convective area. The major conclusions are: Ice phase processes are important in determining the level of maximum large-scale heating and vertical motion because there is a strong anvil componen...

3,813 citations

Journal ArticleDOI
TL;DR: An overview of forecasting methods of solar irradiation using machine learning approaches is given and it will be shown that other methods begin to be used in this context of prediction.

1,095 citations

01 Jan 2016

983 citations