PHM2010 dataset

Name: PHM2010 dataset
Creator: He Zhang
Published: 2026-04-17T17:24:54+08:00

IEEE2026-04-17 收录

刀具磨损预测

数控加工维护

数据链接：

https://ieee-dataport.org/documents/phm2010-dataset 数据链接链接失效反馈

官方服务：

资源简介：

the PHM2010 dataset is used as the experimental data, the experiment employs a three-blade carbide end mill for machining stainless steel workpieces on a CNC milling machine. Each tool is used for 315 cycles, with repetitive cutting paths simulating the tool wear process in actual industrial scenarios.

提供机构：

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

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Table 1 lists the experimental workpiece materials and processing parameters, including spindle speed nt (rpm), workpiece feed f (mm/rev) and tool milling depth ap (mm). The milling cutter is an end m

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PHM2010 dataset

资源简介：

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