Results 31 to 40 of about 136,820 (296)
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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Optimization for Electric Power Load Forecast
International Journal of Electrical and Computer Engineering (IJECE), 2018 Load flow studies are one of the most important aspects of power system planning and operation. The main information obtained from this study comprises the magnitudes and phase angles of load bus voltages, reactive powers at generators buses, real and reactive power flow on transmission lines, other variables being known.
I. A. Ethmane +3 more
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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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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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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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Short-term power load probabilistic interval multi-step forecasting based on ForecastNet
Energy Reports, 2022 Many uncertain factors to the planning and distribution of the power grid have been brought by connecting to the distributed power grid and increasing active loads.
Yupeng Li +4 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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Power Load Forecasting Model Based on Grey Neural Network Regression Combination [PDF]
E3S Web of Conferences, 2020 Due to the limitations of a single power load forecasting model, the power load forecasting cannot be performed well. In order to obtain a greater closeness to predict results with actual data, this paper presents the power load forecasting model based ...
Ma Guozhen +6 more
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A comprehensive review for wind, solar, and electrical load forecasting methods
Global Energy Interconnection, 2022 Wind power, solar power, and electrical load forecasting are essential works to ensure the safe and stable operation of the electric power system. With the increasing permeability of new energy and the rising demand response load, the uncertainty on the ...
Han Wang +5 more
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