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Papers matching “data-driven clustering” 22

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Perspectives on data-driven models and its potentials in metal forming and blanking technologies
2022 Production Engineering article Engineering Metal Forming Simulation Techniques Open access

Mathias Liewald, Thomas Bergs, Peter Groche, Bernd‐Arno Behrens, David Briesenick, Philipp Niemietz, +2 more

63

citations
Open-Source Assessment of Peak Shaving Through Battery and Solar Power — a Data-Driven Approach
2025 International Conference on the European Energy Market (EEM) conference-paper Engineering Smart Grid Energy Management

Christoph Komanns, Florian Maurer, Jonathan Sejdija

0

citations
Data-Driven Regionalization of Decarbonized Energy Systems for Reflecting Their Changing Topologies in Planning and Optimization
2020 Energies article Engineering Integrated Energy Systems Optimization Open access

Martin Kueppers, Christian Perau, Marco Franken, Hans Joerg Heger, Matthias Huber, Michael Metzger, +1 more

11

citations
Data-driven approach on estimating the minimum required supply temperature for building heating systems: method development, extended application evaluation and sensitivity analysis
2025 Journal of Building Performance Simulation article Engineering Building Energy and Comfort Optimization

Sascha Johnen, Philipp Althaus, Jan Stock, André Xhonneux, Dirk Müller

2

citations
Monitoring and tracking of a suspension railway based on data-driven methods applied to inertial measurements
2021 Mechanical Systems and Signal Processing article Engineering Structural Health Monitoring Techniques

Daniel Frank Hesser, Kubilay Altun, Bernd A. Markert

32

citations
Geo-referenced synthetic low-voltage distribution networks: A data-driven approach
2021 IEEE PES Innovative Smart Grid Technologies Europe conference-paper Engineering Optimal Power Flow Distribution

Abhilash Bandam, Chloi Syranidou, Jochen Linßen, Detlef Stolten

9

citations
Konzept zur selektiven Modelladaption durch Clustering von Prozessdaten
2023 Zeitschrift für wirtschaftlichen Fabrikbetrieb article Engineering Fault Detection and Control Systems

Christian Brecher, Nils Frenkel, Vincent Lohrmann, Janis Ochel, Anton Strachkov, Marian Wiesch, +1 more

1

citations
Comparison of surface and subsurface data for the construction of a comprehensive DFN model
2025 conference-abstract Engineering Rock Mechanics and Modeling Open access

Sarah Perkams, Peter Achtziger-Zupančič, Florian Amann

0

citations
Comprehensive building clustering as an abstraction method for planning of power distribution systems
2023 IET conference proceedings. conference-paper Engineering Smart Grid Energy Management Open access

Paul Maximilian Röhrig, Andreas Ulbig

0

citations
Information systems engineering with Digital Shadows: Concept and use cases in the Internet of Production
2023 Information Systems article Engineering Digital Transformation in Industry Open access cited by 1 patent

Martin Liebenberg, Matthias Jarke

35

citations
Unifying data model of manufacturing processes for cross-domain collaboration in the Internet of Production
2026 Production Engineering article Engineering Digital Transformation in Industry Open access

Lucia Ortjohann, Philipp Niemietz, Thomas Bergs, Alexander Peitz, Michael Emonts, C. Brecher, +10 more

0

citations
Agile Product Development for Cyber-Physical Products
2023 Interdisciplinary excellence accelerator series book-chapter Engineering Flexible and Reconfigurable Manufacturing Systems Open access

Günther Schuh, Wolfgang Schulz, Maximilian Kühn, Christian Hinke

0

citations
Agile Product Development for Cyber-Physical Products
2023 Interdisciplinary excellence accelerator series book-chapter Engineering Flexible and Reconfigurable Manufacturing Systems Open access

Günther Schuh, Wolfgang Schulz, Maximilian Kühn, Christian Hinke

0

citations
Multi-Cluster Orchestration Framework for Cloud Native Manufacturing
2025 IEEE International Conference on Industrial Cyber-Physical Systems (ICPS) conference-paper Engineering Digital Transformation in Industry

Talib Sankal, Praveen Mohanram, Niels König, Robert Heinrich Schmitt

1

citations
DASH of Water – water distribution system modelling in the age of smart water meters
2020 conference-abstract Engineering Water Systems and Optimization Open access

David Bernhard Steffelbauer, Mirjam Blokker, Arno Knobbe, Edo Abraham

0

citations
Adaptive blind control using deep learning methods
2025 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access

Ghadeer Derbas, André Xhonneux, Dirk Müller

0

citations
A multistage stochastic mixed integer optimization model for the design of a renewable fuel supply chain network under demand uncertainty - Supplementary Materials
2025 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Process Optimization and Integration Open access

0

citations
A multistage stochastic mixed integer optimization model for the design of a renewable fuel supply chain network under demand uncertainty - Supplementary Materials
2025 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Process Optimization and Integration Open access

0

citations
Domain Generalization Using Maximum Mean Discrepancy Loss for Remaining Useful Life Prediction of Lithium-Ion Batteries
2025 Batteries article Engineering Advanced Battery Technologies Research Open access

Yue Yang, Stefan Pischinger

6

citations
Wheel Tracking and Vehicle Identification Using Road-Embedded Sensors
2025 IEEE Access article Engineering Transport Systems and Technology Open access

Moritz P. M. Hagmanns, Adrian Fazekas, Markus Oeser

1

citations
Recurrent Online and Transfer Learning of a CNC-Machining Center with Support Vector Machines
2021 IEEE International Symposium on Industrial Electronics (ISIE) conference-paper Engineering Control Systems and Identification

Muzaffer Ay, Max Schwenzer, Dirk Abell, Thomas Bergs

6

citations
An Alignment Method and a Dissimilarity Measure for 3D Building Spatial Designs
2025 IEEE Access article Engineering Architecture and Computational Design Open access

Ksenia Pereverdieva, Michael Emmerich, Andre H. Deutz, Hèrm Hofmeyer, Tessa Ezendam, Thomas Bäck

1

citations

22 results