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A review of computer tools for analysing the integration of renewable energy into various energy systems
This paper includes a review of the different computer tools that can be used to analyse the
integration of renewable energy. Initially 68 tools were considered, but 37 were included in …
integration of renewable energy. Initially 68 tools were considered, but 37 were included in …
[HTML][HTML] Power market models for the clean energy transition: State of the art and future research needs
As power systems around the world are rapidly evolving to achieve decarbonization
objectives, it is crucial that power system planners and operators use appropriate models …
objectives, it is crucial that power system planners and operators use appropriate models …
ARIMA models to predict next-day electricity prices
Price forecasting is becoming increasingly relevant to producers and consumers in the new
competitive electric power markets. Both for spot markets and long-term contracts, price …
competitive electric power markets. Both for spot markets and long-term contracts, price …
Trends and challenges in the operation of pumped-storage hydropower plants
The increasing penetration of renewable energy sources (RESs) in the power system has
highlighted the benefits of being able to store energy in a more efficient manner, and the …
highlighted the benefits of being able to store energy in a more efficient manner, and the …
Day-ahead electricity price forecasting using the wavelet transform and ARIMA models
AJ Conejo, MA Plazas, R Espinola… - IEEE transactions on …, 2005 - ieeexplore.ieee.org
This paper proposes a novel technique to forecast day-ahead electricity prices based on the
wavelet transform and ARIMA models. The historical and usually ill-behaved price series is …
wavelet transform and ARIMA models. The historical and usually ill-behaved price series is …
Transmission management in the deregulated environment
RD Christie, BF Wollenberg… - Proceedings of the …, 2000 - ieeexplore.ieee.org
Three very different methods of accomplishing the same task-managing the operation of the
transmission system in the deregulated power system operating environment-have been …
transmission system in the deregulated power system operating environment-have been …
Short-term electricity price forecasting with stacked denoising autoencoders
A short-term forecasting of the electricity price with data-driven algorithms is studied in this
research. A stacked denoising autoencoder (SDA) model, a class of deep neural networks …
research. A stacked denoising autoencoder (SDA) model, a class of deep neural networks …
A GARCH forecasting model to predict day-ahead electricity prices
Price forecasting is becoming increasingly relevant to producers and consumers in the new
competitive electric power markets. Both for spot markets and long-term contracts, price …
competitive electric power markets. Both for spot markets and long-term contracts, price …
Stochastic optimization of microgrid operation with renewable generation and energy storages
The operation of energy storage systems (ESSs) in power systems where variable
renewable energy sources (VRESs) and ESSs must contribute to securing the supply, can …
renewable energy sources (VRESs) and ESSs must contribute to securing the supply, can …
Forecasting electricity prices for a day-ahead pool-based electric energy market
This paper considers forecasting techniques to predict the 24 market-clearing prices of a day-
ahead electric energy market. The techniques considered include time series analysis …
ahead electric energy market. The techniques considered include time series analysis …