Results 21 to 30 of about 17,048 (267)
Short-term load forecasting [PDF]
Proceedings of the IEEE, 1987 This paper discusses the state of the art in short-term load forecasting (STLF), that is, the prediction of the system load over an interval ranging from one hour to one week. The paper reviews the important role of STLF in the on-line scheduling and security functions of an energy management system (EMS).
George Gross, Francisco D. Galiana
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Energies, 2022 The complexity and uncertainty of the distribution system are increasing as the connection of distributed power sources using solar or wind energy is rapidly increasing, and digital loads are expanding. As these complexity and uncertainty keep increasing
Jintae Cho +5 more
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Combining Probabilistic Load Forecasts [PDF]
IEEE Transactions on Smart Grid, 2019 Submitted to IEEE Transactions on Smart ...
Yi Wang 0022 +5 more
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Energies, 2019 Compared to the load characteristics of normal working days, weekend load characteristics have a low level of load and are sensitive to meteorological conditions, which influences the accuracy of short-term weekend-load forecasting. To solve this problem
Bin Li +3 more
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Frontiers in Energy Research, 2022 Currently, traditional electricity consumers are now shifting to a new role of prosumers since more integration of renewable energy to demand side. Accurate short-term load demand forecasting is significant to safe, stable, and reliable operation of a ...
Jiying Wen +3 more
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Electricity forecasting on the individual household level enhanced based on activity patterns. [PDF]
PLoS ONE, 2017 Leveraging smart metering solutions to support energy efficiency on the individual household level poses novel research challenges in monitoring usage and providing accurate load forecasting.
Krzysztof Gajowniczek, Tomasz Ząbkowski
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Point-Interval Forecasting for Electricity Load Based on Regular Fluctuation Component Extraction
Energies, 2023 The fluctuation and uncertainty of the electricity load bring challenges to load forecasting. Traditional point forecasting struggles to avoid errors, and pure interval forecasting may cause the problem of too wide an interval.
Bilin Shao, Zixuan Yao, Yifan Qiang
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Electrical Load Forecasting [PDF]
WIT Transactions on Ecology and the Environment, 2010 Some long-term design activities are based on electrical load forecasting. Forecasting errors result in the wrong decisions being made in the future. At present there are three widely used methods of forecasting: the method based on enlarged specific indexes (ESI), the econometric method and the self-sufficient method.
Eroshenko, S. A. +2 more
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Energy and AI, 2022 Electricity load forecasting is an important part of power system dispatching. Accurately forecasting electricity load have great impact on a number of departments in power systems.
Fabiano Pallonetto +2 more
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