Critical review of data, models and performance metrics for wind and solar power forecast
Global climatic changes and increased carbon footprints provided the main impetus for the
decrease in the use of fossil fuels for electricity generation and transportation. Matured …
decrease in the use of fossil fuels for electricity generation and transportation. Matured …
Predictive models for power management of a hybrid microgrid—A review
The energy demand of the human civilization is increasing day by day, which has made man
to look for alternative sources, considering that the fossil fuels, which are the principal …
to look for alternative sources, considering that the fossil fuels, which are the principal …
Evaluation of neural network-based methodologies for wind speed forecasting
Multi-layer perceptron neural networks (MLP-NN) are widely utilized in forecasting
applications. However, optimal training of these networks is still a challenge. A …
applications. However, optimal training of these networks is still a challenge. A …
Economic dispatch for power system with short-term solar power forecast
E Espinosa-Juárez, JL Solano-Gallegos… - 2019 International …, 2019 - ieeexplore.ieee.org
This paper presents the problem of economic dispatch for an electrical system with
unconventional energy sources and energy storage. The economic dispatch is considered …
unconventional energy sources and energy storage. The economic dispatch is considered …
One-hour-ahead wind power forecast using hybrid grey models
This paper proposes two hybrid grey-based short-term wind power prediction techniques:
GM (1, 1)-ARMA and GM (1, 1)-NARnet. These techniques are combined with ARMA models …
GM (1, 1)-ARMA and GM (1, 1)-NARnet. These techniques are combined with ARMA models …