Results 31 to 40 of about 9,504 (261)
Alexandria Engineering Journal, 2020 Short-term power load forecasting plays a key role in power supply systems. Many methods have been used in short-term power load forecasting during the past years. A new short-term power load forecasting method is proposed in this study. First, the study
Fei Wu +3 more
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Journal of Applied Science and Engineering, 2021 Accurate power load prediction plays an important role in the design of power distribution equipment and distribution network. The traditional forecasting methods have problems with the low accuracy of power load forecasting and slow model training.
Xiao Xiong, Zengyong Xu, Yuxia Yuan
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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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Power System Load Forecasting Method Based on Recurrent Neural Network [PDF]
E3S Web of Conferences, 2020 Power system load forecasting plays an important role in the power dispatching operation. The development of the electricity market and the increasing integration of distributed generators have increased the complexity of power consumption model and put ...
Pang Chuanjun, Bao Tie, He Lei
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On the impact of socio-economic factors on power load forecasting [PDF]
2014 IEEE International Conference on Big Data (Big Data), 2014 In this paper, we analyze a public dataset of electricity consumption collected over 3,800 households for one year and half. We show that some socioeconomic factors are critical indicators to forecast households' daily peak (and total) load. By using a random forests model, we show that the daily load can be predicted accurately at a fine temporal ...
Han, Yufei +3 more
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Zhejiang dianli, 2023 Accurate forecasting of short-term power load for industrial sectors plays a pivotal role in ensuring the safe and economic operation of regional power grids. To address this critical need， a short-term power load forecasting model in industries based on
YU Yinshu +4 more
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Fuzzy Load Forecasting of Electric Power System
Journal of Computers, 2012 In order to efficiently improve the prediction accuracy, two load forecasting model based on fuzzy theory are presented, which are fuzzy clustering model and improved fuzzy regression analysis model .The method of fuzzy clustering is used to divide the area by the similar feature of load increasing.
Yan Yan, Aimin Yang
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The Journal of Engineering, 2019 The fast economic development of China in recent years is raising demand for construction of AC/DC power supply park with high power consumption density. This correspondingly requires grid to forecast the load of these AC/DC power supply park to be built.
Xiang Xiao +5 more
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Zhongguo dianli, 2020 With the continuous development of power industry, the importance of load forecasting is becoming more and more obvious. As an important part of load forecasting, short-term load forecasting is of great significance to the dispatching and operation of ...
Huiru ZHAO, Yihang ZHAO, Sen GUO
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Energies, 2023 With the rapid development of new power systems, power usage stations are becoming more diverse and complex. Fine-grained management of demand-side power load has become increasingly crucial.
Liyuan Sun +5 more
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