Bearing damage dataset for the 5 MW reference drivetrain installed on three different types of wind turbines: floating spar, floating TLP, and land-based

This dataset contains simulated acceleration measurements for the 5 MW drivetrain model installed on three distinct wind turbine platforms: floating spar, floating TLP, and land-based. The measurements are collected under healthy and two types of bearing damage conditions. The dataset also includes six distinct environmental conditions. Additional details can be found in the attached Data Description.docx file.

搜集汇总

背景与挑战

背景概述

该数据集提供了5 MW参考传动系统在三种风力发电机平台（浮式Spar、浮式TLP和陆基）上模拟的加速度测量数据，涵盖健康和两种轴承损伤条件以及六种环境条件，适用于风力发电机状态监测和故障检测研究。数据集由挪威科技大学团队创建，包含1.8 GB的压缩文件，发布于2024年，支持相关领域的数据分析和模型开发。