Short-term forecast of daily curves of electricity demand and price

G Aneiros, J Vilar, P Raña - International Journal of Electrical Power & …, 2016 - Elsevier
The features of the electricity, as well as the rules of the competitive electricity markets,
create the need of accurate predictions of electricity demand and price in order to anticipate …

Prediction intervals for electricity demand and price using functional data

J Vilar, G Aneiros, P Raña - International Journal of Electrical Power & …, 2018 - Elsevier
This paper provides two procedures to obtain prediction intervals for electricity demand and
price based on functional data. The proposed procedures are related to one day ahead …

Forecasting next-day electricity demand and prices based on functional models

F Lisi, I Shah - Energy Systems, 2020 - Springer
Efficient modeling and forecasting of electricity demand and prices is an important issue in
competitive electricity markets. This work investigates the forecasting performance of several …

Forecasting next-day electricity demand and price using nonparametric functional methods

JM Vilar, R Cao, G Aneiros - International Journal of Electrical Power & …, 2012 - Elsevier
One-day-ahead forecasting of electricity demand and price is an important issue in
competitive electric power markets. Prediction task has been studied in previous works …

Short term price forecasting in deregulated electricity markets: A review of statistical models and key issues

SK Aggarwal, LM Saini, A Kumar - International Journal of Energy …, 2009 - emerald.com
Short term price forecasting in deregulated electricity markets: A review of statistical models and
key issues | Emerald Insight Books and journals Case studies Expert Briefings Open Access …

Forecasting long-run electricity prices

G Hamm, A Borison - The electricity journal, 2006 - Elsevier
Estimation of long-run electricity prices is extremely important but it is also very difficult
because of the many uncertainties that will determine future prices, and because of the lack …

Probabilistic mid-and long-term electricity price forecasting

F Ziel, R Steinert - Renewable and Sustainable Energy Reviews, 2018 - Elsevier
The liberalization of electricity markets and the development of renewable energy sources
has led to new challenges for decision makers. These challenges are accompanied by an …

Forecasting one-day-ahead electricity prices for italian electricity market using parametric and nonparametric approaches

I Shah, H Bibi, S Ali, L Wang, Z Yue - IEEE Access, 2020 - ieeexplore.ieee.org
Over the last three decades, accurate modeling and forecasting of electricity prices has
become a key issue in competitive electricity markets. As electricity price series usually …

Day-ahead electricity demand forecasting with nonparametric functional models

I Shah, F Lisi - 2015 12th International Conference on the …, 2015 - ieeexplore.ieee.org
Efficient modeling and forecasting for the electricity demand is an important issue in
competitive electricity market. In most electricity markets the daily demand is determined the …

[HTML][HTML] Electricity price forecasting: A review of the state-of-the-art with a look into the future

R Weron - International journal of forecasting, 2014 - Elsevier
A variety of methods and ideas have been tried for electricity price forecasting (EPF) over the
last 15 years, with varying degrees of success. This review article aims to explain the …