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Integration of Industrie 4.0 in lean manufacturing learning factories
H Bauer, F Brandl, C Lock, G Reinhart - Procedia manufacturing, 2018 - Elsevier
Industrie 4.0 is referred to as an umbrella term for various digital concepts eg IoT, CPS, Big
Data, Data Analytics, Digital Twin, Digital Shadow, HRC, etc. Said concepts promise new …
Data, Data Analytics, Digital Twin, Digital Shadow, HRC, etc. Said concepts promise new …
Enabling value stream map** for internal logistics using multidimensional process mining
D Knoll, G Reinhart, M Prüglmeier - Expert Systems with Applications, 2019 - Elsevier
Pen and paper-based value stream map** (VSM) is the established tool for recording
processes, identifying waste and deriving recommendations for action. However, today, its …
processes, identifying waste and deriving recommendations for action. However, today, its …
Towards predictive analytics in internal logistics–an approach for the data-driven determination of key performance indicators
M Wuennenberg, K Muehlbauer, J Fottner… - CIRP Journal of …, 2023 - Elsevier
Data-driven methods can leverage opportunities to optimize internal logistics systems.
Performance metrics can be gathered by Machine Learning. However, missing information …
Performance metrics can be gathered by Machine Learning. However, missing information …
Develo** an internal logistics ontology for process mining
D Knoll, J Waldmann, G Reinhart - Procedia CIRP, 2019 - Elsevier
Process mining offers the potential for internal logistics process improvement using data.
While there exists a massive amount of data, identifying and understanding relevant data …
While there exists a massive amount of data, identifying and understanding relevant data …
A Classification of Data Structures for Process Analysis in Internal Logistics
Data Science plays a crucial role in driving new approaches to process optimization. With
the increasing complexity of internal logistics systems, data-oriented methods have become …
the increasing complexity of internal logistics systems, data-oriented methods have become …
Technical University of Munich, Boltzmannstrasse 15, 85748 Garching Bei Muenchen, Germany max. wuennenberg@ tum. de
MWDC Haid, J Fottner - … , IN4PL 2023, Rome, Italy, November 15 …, 2023 - books.google.com
Data Science plays a crucial role in driving new approaches to process optimization. With
the increasing complexity of internal logistics systems, dataoriented methods have become …
the increasing complexity of internal logistics systems, dataoriented methods have become …