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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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Research on short-term power load forecasting based on VMD and GRU. [PDF]
PLoS ONEThe traditional method for power load forecasting is susceptible to various factors, including holidays, seasonal variations, weather conditions, and more. These factors make it challenging to ensure the accuracy of forecasting results.
Haoyue Sun, Zhicheng Yu, Bining Zhang
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Short-term power load forecasting method based on Bagging-stochastic configuration networks. [PDF]
PLoS ONEAccurate short-term load forecasting is of great significance in improving the dispatching efficiency of power grids, ensuring the safe and reliable operation of power grids, and guiding power systems to formulate reasonable production plans and reduce ...
Xinfu Pang +4 more
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Short term power load forecasting using Deep Neural Networks [PDF]
2017 International Conference on Computing, Networking and Communications (ICNC), 2017 Accurate load forecasting greatly influences the planning processes undertaken in operation centres of energy providers that relate to the actual electricity generation, distribution, system maintenance as well as electricity pricing. This paper exploits
Marnerides, Angelos, Ud Din, Ghulam Mohi
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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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ProLoaF: Probabilistic load forecasting for power systems
SoftwareX, 2023 Published by Elsevier, Amsterdam [u.a.]
Gürses-Tran, Gonca +2 more
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