QR kȏd

Wind Power Prediction Based on EMD-KPCA-BiLSTM-ATT Model

In order to improve wind power utilization efficiency and reduce wind power prediction errors, a combined prediction model of EMD-KPCA-BilSTM-ATT is proposed, which includes a data processing method combining empirical mode decomposition (EMD) and kernel principal component analysis (KPCA), and a pr...

Cijeli opis

Spremljeno u:
Glavni autori: Zhiyan Zhang, Aobo Deng, Zhiwen Wang, Jianyong Li, Hailiang Zhao, Xiaoliang Yang
Format: Artigo
Jezik:Inglês
Izdano: MDPI AG 2024-05-01
Serija:Energies
Teme:
wind power
power prediction
empirical mode decomposition
kernel principal component analysis
bidirectional long short-term memory neural network
attention mechanism
Online pristup:https://www.mdpi.com/1996-1073/17/11/2568
Oznake: Dodaj oznaku
Bez oznaka, Budi prvi tko označuje ovaj zapis!

Slični predmeti