Quality Monitoring for Micro Resistance Spot Welding with Class-Imbalanced Data Based on Anomaly Detection

Quality Monitoring for Micro Resistance Spot Welding with Class-Imbalanced Data Based on Anomaly Detection

Micro resistance spot welding (MRSW) is an important technology widely used in electronics manufacturing for micro component joining. For the joining of micro enameled wire, quality control is heavily dependent on manual inspection till now. In this paper, a quality monitoring approach based on isol...

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Bibliographic Details
Main Authors: Jiaquan Zeng, Biao Cao, Ran Tian
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Applied Sciences
Subjects:
micro resistance spot welding
quality monitoring
class-imbalanced data
anomaly detection
isolation forest
Online Access:https://www.mdpi.com/2076-3417/10/12/4204

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