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- W4377019439 abstract "Abstract In view of the time-series characteristics of the grid load data, this paper proposes a method to predict electricity demand by optimizing a long-and short-term memory (LSTM) neural network model using the grey wolf optimization algorithm, taking into account the effects of time, weather conditions and holiday conditions on electricity loads. The model overcomes the disadvantage that the backpropagation through the time algorithm tends to converge to a local optimum. The experimental results show that the prediction results outperform those of the traditional LSTM for short-term electricity loads, providing a reference direction for future electricity forecasting models." @default.
- W4377019439 created "2023-05-19" @default.
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- W4377019439 date "2023-05-01" @default.
- W4377019439 modified "2023-10-17" @default.
- W4377019439 title "Short-term power forecasting model based on GWO-LSTM network" @default.
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- W4377019439 doi "https://doi.org/10.1088/1742-6596/2503/1/012039" @default.
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