Research on short‐term output power forecast model of wind farm based on neural network combination algorithm

Research on short‐term output power forecast model of wind farm based on neural network combination algorithm

Abstract Reliable wind farm short‐term output power prediction plays a crucial role in the safety and economy of power system operation. By embedding multiple neural network methods, such as long short‐term memory (LSTM) neural network, multiple optimized BP neural network and wavelet neural network...

Full description

Bibliographic Details
Main Authors: Boyang Qu, Zuoxia Xing, Yang Liu, Lei Chen
Format: Article
Language:English
Published: Wiley 2022-10-01
Series:Wind Energy
Subjects:
BP neural network
CEEMDAN algorithm
intrinsic mode function
long short‐term memory
VMD algorithm
wind power forecasting
Online Access:https://doi.org/10.1002/we.2763

Internet

https://doi.org/10.1002/we.2763

Similar Items