Forecasting quantiles of day-ahead electricity load
Sign Up to like & getrecommendations! Published in 2017 at "Energy Economics"
DOI: 10.1016/j.eneco.2017.08.002
Abstract: Accurate load forecasting plays a crucial role in the decision making process of many market participants, but probably is most important for the dispatch planning of an electricity market operator. Despite the competitive forecast accuracy… read more here.
Keywords: electricity load; load forecasting; electricity; forecasting quantiles ... See more keywords
Short term electricity load forecasting using a hybrid model
Sign Up to like & getrecommendations! Published in 2018 at "Energy"
DOI: 10.1016/j.energy.2018.06.012
Abstract: Abstract Short term electricity load forecasting is one of the most important issue for all market participants. Short term electricity load is affected by natural and social factors, which makes load forecasting more difficult. To… read more here.
Keywords: electricity load; load forecasting; term electricity; load ... See more keywords
Electricity load dynamics, temperature and seasonality Nexus in Algeria
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DOI: 10.1016/j.energy.2020.117513
Abstract: During the last decade, major changes have affected the electricity sector in Algeria. As consequence it recorded an important increase of electricity demand in energy and capacity under the mixt pressure of demography and socio-economic… read more here.
Keywords: electricity; electricity demand; electricity load; load dynamics ... See more keywords
Short-Term Electricity Load Forecasting Based on Temporal Fusion Transformer Model
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DOI: 10.1109/access.2022.3211941
Abstract: Electricity load forecasting plays an important role in the operation of power systems. Inaccurate forecast would reduce the safety of power supply and affect the economic and social activities as well as national defense and… read more here.
Keywords: term electricity; electricity load; load forecasting; electricity ... See more keywords
Optimal Nonparametric Prediction Intervals of Electricity Load
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Power Systems"
DOI: 10.1109/tpwrs.2020.2965799
Abstract: A novel machine learning based mixed integer programming model is developed for the optimal nonparametric prediction intervals (PIs) of electricity load, which minimizes interval width subject to target hit probability constraint. Binary variables are employed… read more here.
Keywords: electricity load; optimal nonparametric; prediction intervals; nonparametric prediction ... See more keywords
Macro-Factor Affecting the Electricity Load Demand in Power System
Sign Up to like & getrecommendations! Published in 2017 at "International Journal on Advanced Science, Engineering and Information Technology"
DOI: 10.18517/ijaseit.7.5.2278
Abstract: As Malaysia moves forward as a developed country, it is expected that electricity consumption will be increased when the economy, population and industry are growing. Therefore, this paper presents an analysis on the Macro-Factors such… read more here.
Keywords: macro factor; load demand; electricity load; demand ... See more keywords
Research and Application of a Novel Hybrid Model Based on a Deep Neural Network for Electricity Load Forecasting: A Case Study in Australia
Sign Up to like & getrecommendations! Published in 2019 at "Energies"
DOI: 10.3390/en12132467
Abstract: Electricity load forecasting plays an essential role in improving the management efficiency of power generation systems. A large number of load forecasting models aiming at promoting the forecasting effectiveness have been put forward in the… read more here.
Keywords: electricity load; load forecasting; load; model ... See more keywords
GMDH-Based Semi-Supervised Feature Selection for Electricity Load Classification Forecasting
Sign Up to like & getrecommendations! Published in 2018 at "Sustainability"
DOI: 10.3390/su10010217
Abstract: With the development of smart power grids, communication network technology and sensor technology, there has been an exponential growth in complex electricity load data. Irregular electricity load fluctuations caused by the weather and holiday factors… read more here.
Keywords: electricity load; forecasting problem; electricity; load ... See more keywords