Short-Term Power Load Forecasting Based on an EPT-VMD-TCN-TPA Model

Accurate short-term load forecasting is the key to ensuring smooth and efficient power system operation and power market dispatch planning. However, the nonlinear, non-stationary, and time series nature of load sequences makes load forecasting difficult. To address these problems, this paper propose...

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Hlavní autoři:	Shifa Zan, Qiang Zhang
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2023-03-01
Edice:	Applied Sciences
Témata:	short-term load prediction ensemble patch transformation variational modal decomposition temporal convolutional networks temporal pattern attention fuzzy entropy
On-line přístup:	https://www.mdpi.com/2076-3417/13/7/4462
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