A cyber-physical system for adaptive quality control loops based on fringe projection measurements

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Authors: Maria Chiara Magnanini, Ozan Demir, Waiel Elmadih, Qian Kai Loh, Sean Lau, Marcello Colledani
Cited by: 2
References: 20

Abstract

In the context of zero-defect manufacturing, achieving production quality is essential to eliminate defects and reduce waste. This work addresses the need for adaptive, in-process control strategies that can respond immediately to deviations at product level, at the same time ensuring system level efficiency, i.e. avoiding off-line rework or unnecessary line stoppages. This paper presents a cyber-physical system (CPS) designed to enable feedback and feedforward quality control loops in industrial manufacturing through fringe projection measurements. The CPS integrates optical 3D metrology with intelligent control mechanisms to dynamically adjust the machining strategy. Experiments carried out in the industrial case study demonstrate improved dimensional accuracy and reduced scrap rates in high-variability environments. The CPS architecture supports modular integration into existing manufacturing lines and facilitates scalability.

Fields of Study & Subjects

Manufacturing Process and Optimization Flexible and Reconfigurable Manufacturing Systems Industrial Vision Systems and Defect Detection

Publication details

Journal / source
Procedia CIRP
Publisher
Elsevier BV
Volume
139
Pages
17–22
Publication date
1 January 2026
Language
EN