Power Converter Maintenance Optimization Using a Model-Based Digital Reliability Twin Paradigm

Felsberger, Lukas; Todd, Benjamin und Kranzlmüller, Dieter (2019): Power Converter Maintenance Optimization Using a Model-Based Digital Reliability Twin Paradigm. In: 2019 4Th International Conference on System Reliability and Safety (Icsrs 2019): S. 213-217

Abstract

Optimization of operations and maintenance activities in factories was estimated to have a global economic potential of 1.2 to 3.7 trillion USD by recent studies. Digital twins offer a framework to achieve such optimization by studying potential improvements in the virtual space before applying them to the real world. We studied the use of a digital twin based on a general model of system failure behaviour for maintenance optimization by combining existing methodologies into a general framework. Applying it to a real-world power converter use case, we identified either reactive or preventive maintenance to be more cost-effective depending on the operating conditions. This allowed to predict optimal maintenance for existing and future systems.

• Dokumententyp: Zeitschriftenartikel
• Fakultät: Mathematik, Informatik und Statistik > Informatik
• Themengebiete: 000 Informatik, Informationswissenschaft, allgemeine Werke > 004 Informatik
• Sprache: Englisch