Pre-Filtering SCADA Data for Enhanced Machine Learning-Based Multivariate Power Estimation in Wind Turbines

Data generated during the shutdown or start-up processes of wind turbines, particularly in complex wind conditions such as offshore environments, often accumulate in the low-wind-speed region, leading to reduced multivariate power estimation accuracy. Therefore, developing efficient filtering method...

Full description

Saved in:
Bibliographic Details
Main Authors: Bubin Wang, Bin Zhou, Denghao Zhu, Mingheng Zou, Haoxuan Luo
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Journal of Marine Science and Engineering
Subjects:
Online Access:https://www.mdpi.com/2077-1312/13/3/410
Tags: Add Tag
No Tags, Be the first to tag this record!