5–7 Oct 2021 Virtual Conference
Virtual Conference
Europe/Vienna timezone

Simulating the impact of complex rules’ configuration on quality control in steel manufacturing

7 Oct 2021, 13:50
15m
Room 3

Room 3

Oral Presentation Machine learning, big data and artificial intelligence T_11 Integration of Al & modeling & data mining

Speaker

Dr Joachim Gnauk (PSI Metals)

Description

Configuring rules for automated quality evaluation within a quality management system is a complex task, especially when several processing lines along the production route are involved. In fact, the system user needs to transfer process and product knowledge of quality engineers and steel developers into the system in order to enable an automated quality decision that reflects the experts’ knowhow. In this paper, a system that supports the definition of complex quality evaluation rules and validates them by simulating their impact on a large amount of historical, high-resolution production mass data, is presented. Examples are illustrated from a first successful installation in the integrated plant of a renowned Asian steel manufacturer.

Author

Dr Joachim Gnauk (PSI Metals)

Co-authors

Dr Alessandro Stenico (PSI Metals GmbH) Mr Vladimir Berenzon (PSI Metals GmbH) Mr Kai Huang (PSI Information Technology Co., Ltd.)

Presentation materials