LUH Milling Dataset

kaggle2026-06-06 更新2026-06-20 收录

刀具磨损预测

铣削过程监控

数据链接：

https://www.kaggle.com/datasets/humbleresearcher/luh-milling-dataset 数据链接链接失效反馈

官方服务：

资源简介：

Multivariate time series of milling with varying tool wear and machine tools

针对可变刀具磨损与不同机床的铣削加工多变量时间序列数据集

创建时间：

2025-11-23

碳纤维增强复合材料刀具磨损监测数据集

复合材料加工监测

刀具磨损预测

本数据集来源于自主搭建的刀具磨损监测实验平台，在稳定切削条件下对碳纤维增强复合材料（CFRP）进行铣削和车削加工所采集的多源传感信号与对应刀具磨损标注值。主要包含切削过程中采集的多源传感信号（切削力、切削振动）、刀具磨损图像及标注值、加工参数表。数据集包括2个子集，分别为碳纤维增强复合材料加工过程车刀数据子集和铣刀数据子集，各包括2个文件夹和1个Excel文件，文件夹分别为刀具磨损图片和采集信号

国家基础学科公共科学数据中心180

PROGRAMS project. Machine tool data from Aurrenak S. Coop. on 2020 Week 21

铣削过程监控

机床状态监测

These data were collected from FIDIA machine tool controller during milling operation.

NIAID Data Ecosystem80

PROGRAMS project. Machine tool data from Aurrenak S. Coop. on 2020 Week 30

铣削过程监控

机床运行数据

These data were collected from FIDIA machine tool controller during milling operation.

NIAID Data Ecosystem60

Roughness of Milling Process

铣削过程监控

振动信号分析

This dataset is used to develop an algorithm for evaluating machining quality. When machining a workpiece in a milling process, vibration signals can be recorded by a 3-axis accelerometer, which is at

DataCite Commons2020-11-06 更新90

Signal Segmentation for Milling Process

铣削过程监控

振动信号分析

This dataset is used to develop an algorithm for automatic segmenting the collected signals. When machining a workpiece in a milling process, vibration signals can be recorded by a 3-axis acceleromete

DataCite Commons2020-11-06 更新60

LUH Milling Dataset

资源简介：

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