Quality checks in production processes in the manufacturing industry are often destructive and therefore unsustainable. In this project, we investigate how process mining on real-time sensor data can be used to carry out quality control during the production process and detect potential problems at an early stage.
The aim of the project is to be able to predict the quality of the end product of the production process on the basis of real-time data and to adjust the production process where necessary. This will enable the industry to work more sustainably.
The project will deliver an AI software toolkit with methods and algorithms for application in production processes in various industries.
15 November 2020 - 15 November 2024
New process mining algorithms are developed and tested in case studies at various industrial companies. Based on the results, a software toolkit will be developed for practical application.
Impact on education
Students from the Institute for ICT, together with students from Eindhoven University of Technology, will carry out case studies in various industries.