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Intelligent Systems for Power Load Forecasting: A Study Review [PDF]
Energies, 2020 The study of power load forecasting is gaining greater significance nowadays, particularly with the use and integration of renewable power sources and external power stations. Power forecasting is an important task in the planning, control, and operation
Ibrahim Salem Jahan +2 more
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Short-term power load interval forecasting based on nonparametric Bootstrap errors sampling
Energy Reports, 2022 Short-term power load forecasting plays a vital role in the planning of distribution network and the development of social economy. Many researchers have devoted their attention to construct point forecasting models.
Ling Xiao, Miaotong Li, Shenghui Zhang
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IEEE Access, 2023 Power system load forecasting model plays an important role in all aspects of power system planning, operation and control. Therefore, accurate power load forecasting provides an important guarantee for the stable operation of the power grid system. This
Hongsheng Xu +3 more
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Research on power load forecasting model of economic development zone based on neural network
Energy Reports, 2021 The power load forecasting model can calculate the predicted value accurately and quickly, which will be helpful to distribute the power reasonably and improve the stability of the power grid.
Qiming Feng, Suping Qian
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A methodology for Electric Power Load Forecasting
AEJ - Alexandria Engineering Journal, 2011 AbstractElectricity demand forecasting is a central and integral process for planning periodical operations and facility expansion in the electricity sector. Demand pattern is almost very complex due to the deregulation of energy markets. Therefore, finding an appropriate forecasting model for a specific electricity network is not an easy task ...
Hassan Soltan
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Power Load Forecasting based on the Parallel Chaos Algorithm
Chemical Engineering Transactions, 2016 The power load forecasting is an important part of the power system planning and the operation research. With the continuous increase of the power consumption in China, the research of the power load forecasting has been paid by the people.
X. Chang, B.X. Li
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Analysis of Influencing Factors of Heat Load of Heating Power Station [PDF]
E3S Web of Conferences, 2021 Heating system load forecasting is very important in heating system planning and formulating heating plans. More accurate load forecasting can obtain greater economic and social benefits for the heating power station. The selection of influencing factors
Lu Yu, Li Rui
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Medium- and long-term power load forecasting model [PDF]
E3S Web of Conferences, 2023 Power load is an important part of power system, and power load forecasting has an important impact on power system analysis, design and control. With the development of smart micro grid, load forecasting has gradually become an important module in the ...
Zhu Yuning +4 more
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Short-term load forecasting method for power system based on key feature optimization
Zhejiang dianli, 2023 Accurate forecasting of short-term power load is an important condition for the safe and economic operation of the power system. To improve the accuracy of short-term load forecasting for the power system， a short-term load forecasting method based on ...
ZHU Geng +4 more
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Probabilistic Interval Forecasting of Power Load Based on Structured Load Model
Zhongguo dianli, 2021 Probability interval forecasting has become one of the main methods for power load forecasting because of the uncertainties of power load. In order to solve the problem that the conventional probability interval forecasting methods cannot consider the ...
Chuanjun PANG +3 more
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