Autonomous supervision and optimization of product quality in a multi-stage manufacturing process based on self-adaptive prediction models

• Main Authors: Lughofer, Edwin, Zavoianu, Alexandru-Ciprian, Pollak, Robert, Pratama, Mahardhika, Meyer-Heye, Pauline, Zörrer, Helmut, Eitzinger, Christian, Radauer, Thomas
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Computer science and engineering; MULTI-stage Production System; Predictive Maintenance
• Online Access: https://hdl.handle.net/10356/152126
• Institution: Nanyang Technological University

In modern manufacturing facilities, there are basically two essential phases for assuring high production quality with low (or even zero) defects and waste in order to save costs for companies. The first phase concerns the early recognition of potentially arising problems in product quality, the sec...