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Papers matching “data model design” 616

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A Flexible Production Cost Model for Permanent Magnet Synchronous Machines for Electric Vehicles
2023 Research Square preprint Engineering Electric Motor Design and Analysis Open access

Jonas Hemsen, Nikita Nowak, Lutz Eckstein

0

citations
A GAN-Based Multi-Sensor Data Augmentation Technique for CNC Machine Tool Wear Prediction
2023 IEEE Access article Engineering Advanced machining processes and optimization Open access

Yuechi Jiang, Benny Drescher, Guoguang Yuan

23

citations
Using scaled FE solutions for an efficient coupled electromagnetic–thermal induction machine model
2021 COMPEL The International Journal for Computation and Mathematics in Electrical and Electronic Engineering article Engineering Electric Motor Design and Analysis

Martin Marco Nell, Benedikt Groschup, Kay Hameyer

3

citations
Exploiting Local Geometric Features in Vehicle Design Optimization with 3D Point Cloud Autoencoders
2021 IEEE Congress on Evolutionary Computation (CEC) conference-paper Engineering 3D Shape Modeling and Analysis

Thiago Rios, Bas van Stein, Patricia Wollstadt, Thomas Bäck, Bernhard Sendhoff, Stefan Menzel

13

citations
Automatic Model Order Reduction Technique for Real-time Temperature Monitoring of Oil-Cooled Electric Machines
2023 IEEE Transactions on Industry Applications article Engineering Electric Motor Design and Analysis

Akiyasu Miyamoto, Henning Sauerland, Huihui Xu, Rik W. De Doncker

6

citations
Experimental Validation of a Structure-Borne Sound Model of a Direct Drive Wind Turbine Generator
2023 Forschung im Ingenieurwesen article Engineering Electric Motor Design and Analysis Open access

Thomas Decker, Martin Cardaun, Christoph Mülder, Tobias Duda, Dennis Bosse, Georg Jacobs, +1 more

2

citations
Esterification of Levulinic Acid to Ethyl Levulinate over Amberlyst-15 in Flow: Systematic Kinetic Model Discrimination and Parameter Estimation
2025 Industrial & Engineering Chemistry Research article Engineering Catalysis for Biomass Conversion Open access

Eleni Grammenou, Maerthe Theresa Tillmann, Solomon Gajere Bawa, Arun Pankajakshan, Federico Galvanin, Asterios Gavriilidis

3

citations
A Combustion Model Validation Framework for Turbulent Premixed Hydrogen-Air Flames Utilizing OpenFOAM
2026 Flow Turbulence and Combustion article Engineering Combustion and flame dynamics Open access

S. Nerzak, Ludovico Nista, Marco Vivenzo, Michael Gauding, Heinz G. Pitsch

0

citations
Development of a decision support system for profile extrusion
2024 AIP conference proceedings conference-paper Engineering Digital Transformation in Industry

Christian Hopmann, Jana Sasse

1

citations
Design of ecological optimized buildings under economic constraints using openBIM
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Building Energy and Comfort Optimization Open access

David Jansen

0

citations
Product and Process Data Structure for Automated Battery Disassembly
2025 Recycling article Engineering Manufacturing Process and Optimization Open access

Domenic Klohs, Moritz H. Frieges, Jonas Gorsch, Philip Ellmann, Heiner Hans Heimes, Achim Kampker

6

citations
Generation of Synthetic Data for DL-based Defect Detection in the Automotive Context
2025 IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) conference-paper Engineering Industrial Vision Systems and Defect Detection

Alexander Moriz, Dominik Wolfschläger, Miguel Suchodolak, Achim Byl, Friedrich Wolf, Kai Wege, +2 more

1

citations
Vapor compression system data-driven surrogate models for aircraft Environmental Control Systems
2025 International Journal of Refrigeration article Engineering Refrigeration and Air Conditioning Technologies Open access

Nicolás Ablanque Mejía, Nasrulloh Ratu Bagus Satrio Loka, Santiago Torras, Sriram Karthik Gurumurthy, Joaquim Rigola, C. Oliet, +3 more

3

citations
Data-driven modeling of open circuit voltage hysteresis for LiFePO 4 batteries with conditional generative adversarial network
2025 Energy and AI article Engineering Advanced Battery Technologies Research Open access

Lisen Yan, Jun Peng, Zeyu Zhu, Heng Li, Dirk Uwe Sauer, Weihan Li

21

citations
Data generation framework for inverse modeling of nonlinear systems in structural dynamics applications
2023 Acta Mechanica article Engineering Control Systems and Identification Open access

Pavle Milicevic, Okyay Altay

5

citations
Open-source framework for automated generation of building energy performance simulation models and beyond from BIM Data
2025 Automation in Construction article Engineering BIM and Construction Integration Open access

David Jansen, Veronika Richter, Laura Maier, Jérôme Frisch, Christoph van Treeck, Dirk Müller

17

citations
A data-driven EIS approach for developing PEM fuel cell operation maps: A pathway towards applying neural networks
2025 International Journal of Hydrogen Energy article Engineering Fuel Cells and Related Materials Open access

Oliver Schopen, Leon Bellinghausen, Thomas Esch, Bahman Shabani

6

citations
Sharing Linked Building Data in a Peer-to-Peer Network: ifcOWL Meets InterPlanetary File System
2023 Journal of Computing in Civil Engineering article Engineering BIM and Construction Integration

Jyrki Oraskari, Seppo Törmä, Mehmet Yalcinkaya, Vishal Singh, Jakob Beetz

5

citations
System-level Performance Analysis of High-Data-Rate Frequency-to-Amplitude Converter based CPFSK Transceiver at 60 GHz
2021 IEEE Radio and Wireless Symposium (RWS) conference-paper Engineering Radio Frequency Integrated Circuit Design

Yanlu Wang, Muh‐Dey Wei, Renato Negra

2

citations
Artificial intelligence and design of experiments for resource adequacy assessment in power systems
2024 Energy Strategy Reviews article Engineering Power System Reliability and Maintenance Open access

Jan Priesmann, Marius Tillmanns, Marius Reich, Mario Adam, Aaron Praktiknjo

8

citations
Closed-form design concept for fully utilized FRP-reinforced rectangular concrete cross-sections accompanied by experimental validation on carbon-reinforced beams
2024 Structures article Engineering Structural Behavior of Reinforced Concrete Open access

Homam Spartali, Josef Hegger, Birgit Beckmann, Rostislav Chudoba

4

citations
Practical, near-optimal design rule extraction for heat pumps in single-family buildings
2026 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access

Fabian Römer, Nico Fuchs, Dirk Müller

1

citations
FFT-based surrogate modeling of auxetic metamaterials with real-time prediction of effective elastic properties and swift inverse design
2024 Materials & Design article Engineering Cellular and Composite Structures Open access

Hooman Danesh, Daniele Di Lorenzo, Francisco Chinesta, Stefanie Reese, Tim Brepols

21

citations
Introducing a Deep Neural Network-Based Model Predictive Control Framework for Rapid Controller Implementation
2024 Proceedings of the ... American Control Conference/Proceedings of the American Control Conference conference-paper Engineering Advanced Control Systems Optimization Open access

Alexander Winkler, Julian Bedei, Patrick Schaber, Stefan Pischinger, Jakob Andert, Charles Robert Koch

14

citations
Harmonic-based modeling, control and design of permanent magnet and reluctance synchronous machines
2020 RWTH Publications (RWTH Aachen) book Engineering Electric Motor Design and Analysis Open access

0

citations