Table 3 Parameters used in VMD.

From: Wind speed prediction based on variational mode decomposition and advanced machine learning models in zaafarana, Egypt

Parameters

Value

Description

Alpha

2000

Controls the bandwidth constraint, moderating the separation between different modes

Tau

0

Enforces noise tolerance

K

7

Defines the number of distinct frequency components to extract from the wind speed signal

DC

0

Indicating that the decomposition excludes any direct current (DC) component from the modes.

Initialization

1

Specifying random initialization for the algorithm’s optimization process.

Tolerance

\(\:{10}^{-6}\)

Ensuring the algorithm stops when the difference between iterations becomes negligible