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Energy forecasting information


Energy forecasting includes forecasting demand (load) and price of electricity, fossil fuels (natural gas, oil, coal) and renewable energy sources (RES; hydro, wind, solar). Forecasting can be both expected price value and probabilistic forecasting.[1][2][3][4]

  1. ^ VanDeventer, William; Jamei, Elmira; Thirunavukkarasu, Gokul Sidarth; Seyedmahmoudian, Mehdi; Soon, Tey Kok; Horan, Ben; Mekhilef, Saad; Stojcevski, Alex (2019-09-01). "Short-term PV power forecasting using hybrid GASVM technique". Renewable Energy. 140: 367–379. doi:10.1016/j.renene.2019.02.087. ISSN 0960-1481. S2CID 115383272.
  2. ^ Seyedmahmoudian, Mehdi; Jamei, Elmira; Thirunavukkarasu, Gokul Sidarth; Soon, Tey Kok; Mortimer, Michael; Horan, Ben; Stojcevski, Alex; Mekhilef, Saad (May 2018). "Short-Term Forecasting of the Output Power of a Building-Integrated Photovoltaic System Using a Metaheuristic Approach". Energies. 11 (5): 1260. doi:10.3390/en11051260. hdl:10536/DRO/DU:30113253.
  3. ^ Das, Utpal Kumar; Tey, Kok Soon; Seyedmahmoudian, Mehdi; Mekhilef, Saad; Idris, Moh Yamani Idna; Van Deventer, Willem; Horan, Bend; Stojcevski, Alex (2018-01-01). "Forecasting of photovoltaic power generation and model optimization: A review". Renewable and Sustainable Energy Reviews. 81: 912–928. doi:10.1016/j.rser.2017.08.017. ISSN 1364-0321.
  4. ^ Das, Utpal Kumar; Tey, Kok Soon; Seyedmahmoudian, Mehdi; Idna Idris, Mohd Yamani; Mekhilef, Saad; Horan, Ben; Stojcevski, Alex (July 2017). "SVR-Based Model to Forecast PV Power Generation under Different Weather Conditions". Energies. 10 (7): 876. doi:10.3390/en10070876. hdl:10536/DRO/DU:30099275.

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Energy forecasting

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Energy forecasting includes forecasting demand (load) and price of electricity, fossil fuels (natural gas, oil, coal) and renewable energy sources (RES;...

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Forecasting

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earnings forecasts are the most reliable.[clarification needed] Economic forecasting Earthquake prediction Egain forecasting Energy forecasting for renewable...

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Solar power forecasting

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characteristics of the solar energy plant. Generally, the solar forecasting techniques depend on the forecasting horizon Nowcasting (forecasting 3–4 hours ahead)...

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Probabilistic forecasting

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probabilistic forecasting is a type of probabilistic classification. Weather forecasting represents a service in which probability forecasts are sometimes...

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Wind power forecasting

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Germany over a two-year period. Energy forecasting Global Energy Forecasting Competition has a track for wind power forecasting Devi 2021, p. 80. Devi 2021...

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Global Energy Forecasting Competition

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Group on Energy Forecasting opened Global Energy Forecasting Competition 2017 (GEFCom2017) termed: Hierarchical Probabilistic Load Forecasting. GEFCom2017...

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Electricity price forecasting

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Electricity price forecasting (EPF) is a branch of energy forecasting which focuses on using mathematical, statistical and machine learning models to...

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Weather forecasting

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information to the forecast. While increasing accuracy of forecasting models implies that humans may no longer be needed in the forecasting process at some...

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Electricity pricing

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were operating at a loss in 2019. Electricity price forecasting (EPF) is a branch of energy forecasting which focuses on using mathematical, statistical...

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Energy economics

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of supply and demand in energy market Energy and economic growth Energy derivatives Energy elasticity Energy forecasting Energy markets and electricity...

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Technology forecasting

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create technology forecasts based on past experience and current technological developments. Like other forecasts, technology forecasting can be helpful...

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Egain forecasting

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Egain forecasting is a method of controlling building heating by calculating demand for heating energy that should be supplied to the building in each...

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Renewable energy

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Renewable energy (or green energy) is energy from renewable natural resources that are replenished on a human timescale. Using renewable energy technologies...

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Quantile regression averaging

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forecasting Energy forecasting Forecasting Global Energy Forecasting Competitions Economic forecasting Prediction interval Probabilistic forecasting Quantile...

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JEL classification codes

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Other Q4 Energy Q40 General Q41 Demand and Supply • Prices Q42 Alternative Energy Sources Q43 Energy and the Macroeconomy Q47 Energy Forecasting Q48 Government...

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Climatology

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well as the forecasting of precipitation amounts and distribution of the future. A variation of this theme, used for medium range forecasting, is known...

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Weather Research and Forecasting Model

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A version of WRF-NMM tailored for hurricane forecasting, HWRF (hurricane weather research and forecasting), became operational in 2007. In 2009, a polar...

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Consensus forecast

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method Economic forecasting Ensemble averaging Ensemble forecasting Quantile Regression Averaging (QRA) Reference class forecasting Timmermann, Allan...

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Itron

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software for distributed system design, field workforce management and energy forecasting. 1996 - Itron acquires UTS, bringing MV-90 metering software application...

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2024 Atlantic hurricane season

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14 tropical storms, 7 hurricanes, 3 major hurricanes, and an accumulated cyclone energy (ACE) index of 72–111 units. Broadly speaking, ACE is a measure of the power...

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Weather

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History of Weather Forecasting. Archived 3 May 2007 at the Wayback Machine Retrieved on 15 April 2007. NASA. Weather Forecasting Through the Ages. Archived...

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Surf forecasting

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main key to forecasting the surf. If there is a swell of significant height that is headed in the direction of the break you are forecasting for, then there...

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International Energy Agency

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The International Energy Agency (IEA) is a Paris-based autonomous intergovernmental organisation, established in 1974, that provides policy recommendations...

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Eastern Interconnection

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Forecasting Working Group of the Reliability Assessment Subcommittee (August 2008). "2008-2017 Regional and National Peak Demand and Energy Forecasts...

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Variable renewable energy

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potential energy; wind and solar without storage can be decreased (curtailed) but are not dispatchable. Grid operators use day ahead forecasting to determine...

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Energy Information Administration

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National Energy Information System to "… contain such energy information as is necessary to carry out the Administration's statistical and forecasting activities...

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Reference class forecasting

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Reference class forecasting or comparison class forecasting is a method of predicting the future by looking at similar past situations and their outcomes...

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