In-situ material analysis with micro-magnetics and ML methods – Detection of quality-critical features on AISI4140 with micromagnetic NDT

被引：0

作者：

Böttger D. ^{[1
]}

Güray A. ^{[2
]}

Gauder D. ^{[2
]}

Strass B. ^{[1
]}

Wolter B. ^{[1
]}

Schulze V. ^{[2
]}

Lanza G. ^{[2
]}

机构：

[1] Fraunhofer-Institut für Zerstörungsfreie, Prüfverfahren IZFP, Campus E3 1, Saarbrücken

[2] Karlsruher Institut für Technologie (KIT) wbk, Institut für Produktionstechnik, Kaiserstr.12, Karlsruhe

来源：

WT Werkstattstechnik | 2022年 / 112卷 / 11-12期

关键词：

Compendex;

D O I：

10.37544/1436-4980-2022-11-12-71

中图分类号：

学科分类号：

摘要：

The detection capability of the in-situ high-speed 3MA inspection technique with respect to quality-critical features on AISI4140 using maschine learning techniques such as canonical discriminant analysis (CDA) and the evaluation of its in-situ capability are shown. The potential regarding control and regulation of the process by means of softsensors is shown in conclusion. © 2022, VDI Fachmedien GmBH & Co. KG. All rights reserved.

引用

页码：797 / 801

页数：4