Author

Ralf Gitzel

Observed names: Gitzel, Ralf, R. Gitzel

Observed institutions: University of Mannheim, ABB (Sweden), Thüringer Aufbaubank, ABB (Canada), ABB (Germany), Technische Universität Dresden, ABB (Switzerland)

ORCID: 0000-0001-7584-4329

Observed ORCID: 0000-0001-7584-4329

OpenAlex ID: A5000984875

Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions

2020 · Martin W. Hoffmann, Stephan Wildermuth, et al. · Sensors · 116

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An Industrial Case Study Using Vibration Data and Machine Learning to Predict Asset Health

2018 · Ido Amihai, Ralf Gitzel, et al. · IEEE Conference on Business Informatics · 73

Modeling Machine Health Using Gated Recurrent Units with Entity Embeddings and K-Means Clustering

2018 · Ido Amihai, Moncef Chioua, et al. · IEEE International Conference on Industrial Informatics (INDIN) · 27

A Four-Layer Architecture Pattern for Constructing and Managing Digital Twins

2019 · Somayeh Malakuti, Johannes Schmitt, et al. · Lecture notes in computer science · 24

Using established Web Engineering knowledge in model-driven approaches

2007 · Ralf Gitzel, Axel Korthaus, et al. · Science of Computer Programming · 23

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Industrial Services as a Research Discipline

2015 · Gitzel, Ralf, Schmitz, Björn, et al. · Publication Server of the Catholic University Eichstätt-Ingolstadt (Catholic University of Eichstätt-Ingolstadt) · 18

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Data Quality in Time Series Data: An Experience Report.

2016 · Ralf Gitzel · 17

A Data Quality Dashboard for Reliability Data

2015 · Ralf Gitzel, Simone Turring, et al. · IEEE Conference on Business Informatics · 16

Integrative Service Innovation: An Industrial Use Case

2015 · Martin W. Krueger, Eng K. Chew, et al. · IEEE Conference on Business Informatics · 15

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A Taxonomy of Metamodel Hierarchies

2005 · Ralf Gitzel, Tobias Hildenbrand · MADOC (University of Mannheim) · 13

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Ontological Extension to the MOF Metamodel as a Basis for Code Generation

2006 · R. Gitzel, I. Ott, et al. · The Computer Journal · 12

Seamless maintenance — Integration of FDI Device Management & CMMS

2013 · Dirk Schulz, Ralf Gitzel · IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) · 10

The Role of Metamodeling in Model-Driven Development

2004 · Axel Korthaus, Ralf Gitzel · 10

Toward Cognitive Assistance and Prognosis Systems in Power Distribution Grids—Open Issues, Suitable Technologies, and Implementation Concepts

2024 · Ralf Gitzel, Martin W. Hoffmann, et al. · IEEE Access · 8

How a Relaxation of the Strictness Definition Can Benefit MDD Approaches With Meta Model Hierarchies

2004 · Ralf Gitzel, Matthias Merz · 8

A Data Quality Dashboard for CMMS Data

2018 · Ralf Gitzel, Subanatarajan Subbiah, et al. · International Conference on Operations Research and Enterprise Systems · 7

Design and implementation of a leasing service for CORBA-based applications

2003 · M. Aleksy, R. Gitzel · International Conference on Cyberworlds (CW) · 7

Towards Robust ML-Algorithms for the Condition Monitoring of Switchgear

2019 · Ralf Gitzel, Ido Amihai, et al. · International Conference on Societal Automation (SA) · 6

What is "Industrial Service"? A Discussion Paper

2015 · Björn Schmitz, Ralf Gitzel, et al. · Publication Server of the Catholic University Eichstätt-Ingolstadt (Catholic University of Eichstätt-Ingolstadt) · 6

Combining Architecture-based Software Reliability Predictions with Financial Impact Calculations

2010 · Franz Brosch, Ralf Gitzel, et al. · Electronic Notes in Theoretical Computer Science · 6

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Model-Driven Software Development Using a Metamodel-Based Extension Mechanism for UML

2006 · Ralf Gitzel · MADOC (University of Mannheim) · 6

Optimizing life cycle cost using genetic algorithms

2008 · Ralf Gitzel, Martin Herbort · Journal of cost management · 5

Ontological metamodel extension for generative architectures (OMEGA), Ō

2004 · Ralf Gitzel, Ingo Ott, et al. · 5

Estimating the Sustainability of AI Models Based on Theoretical Models and Experimental Data

2023 · Ralf Gitzel, Marie Platenius-Mohr, et al. · Preprints.org · 4

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