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
A hybrid model based on bidirectional long short-term memory neural network and Catboost for short-term electricity spot price forecasting
Sign Up to like & getrecommendations! Published in 2020 at "Journal of the Operational Research Society"
DOI: 10.1080/01605682.2020.1843976
Abstract: Abstract Electricity price forecasting plays a crucial role in a liberalised electricity market. Generally speaking, long-term electricity price is widely utilised for investment profitability analysis, grid or transmission expansion planning, while medium-term forecasting is important… read more here.
Keywords: term electricity; short term; term; price forecasting ... See more keywords
Medium and Long-Term Electricity Trading Considering Renewable Energy Participation
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DOI: 10.1109/access.2020.2972560
Abstract: The medium and long-term electricity trading approach considering uncertain renewable energy participation is established based on the bi-level model in this paper. The upper-level is designed to maximize the profitability of power generation companies, while… read more here.
Keywords: term electricity; level; long term; energy ... See more keywords
Short-Term Electricity Load Forecasting Based on Temporal Fusion Transformer Model
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
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
Hybrid ARIMA and Support Vector Regression in Short‑term Electricity Price Forecasting
Sign Up to like & getrecommendations! Published in 2017 at "Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis"
DOI: 10.11118/actaun201765020699
Abstract: The literature suggests that, in short‑term electricity‑price forecasting, a combination of ARIMA and support vector regression (SVR) yields performance improvement over separate use of each method. The objective of the research is to investigate the… read more here.
Keywords: term electricity; electricity price; arima support; price ... See more keywords
The Economy and Policy Incorporated Computing System for Social Energy and Power Consumption Analysis
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DOI: 10.3390/su131810473
Abstract: Human activities, such as energy consumption and economic development, will significantly affect the natural environment, while changes in the natural environment will also affect the sustainability of human society. Studying the energy consumption changes of… read more here.
Keywords: policy; energy; term electricity; long term ... See more keywords