Papers matching “data-driven development” 187
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The Potential of Data-Driven Engineering Models: An Analysis Across Domains in the Automotive Development Process2023 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Systems Engineering Methodologies and Applications
Julian Knödler, Christian Könen, Philip Muhl, Thomas Rudolf, Eric Sax, Hans-Christian Reuss, +2 more
5citations -
Data-driven approach on estimating the minimum required supply temperature for building heating systems: method development, extended application evaluation and sensitivity analysis2025 Journal of Building Performance Simulation article Engineering Building Energy and Comfort Optimization
Sascha Johnen, Philipp Althaus, Jan Stock, André Xhonneux, Dirk Müller
1citations -
Vapor compression system data-driven surrogate models for aircraft Environmental Control Systems2025 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
3citations -
Data-Driven Occupancy Grid Mapping using Synthetic and Real-World Data2022 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) conference-paper Engineering Robotics and Sensor-Based Localization
Raphael van Kempen, Bastian Lampe, Lennart Reiher, Timo Woopen, Till Beemelmanns, Lutz Eckstein
3citations -
Data-Driven Line Parameter Estimation for Unknown Customer Order considering Customer Connection Lines2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe) conference-paper Engineering Power System Optimization and Stability
Nina Štumberger, Franziska Tischbein, Andreas Bong, Andreas Ulbig
0citations -
Towards digital twins of waste sorting plants: Developing data-driven process models of industrial-scale sensor-based sorting units by combining machine learning with near-infrared-based process monitoring2023 Resources Conservation and Recycling article Engineering Fault Detection and Control Systems Open access
Nils Kroell, Abtin Maghmoumi, Tobias Dietl, Xiaozheng Chen, Bastian Küppers, Tabea Scherling, +2 more
36citations -
Combining Data-driven and Physics-based Process Models for Hybrid Model Predictive Control of Building Energy Systems2022 2006 14th Mediterranean Conference on Control and Automation conference-paper Engineering Building Energy and Comfort Optimization
Phillip Stoffel, Charlotte Löffler, Steffen Eser, Alexander Kümpel, Dirk Müller
5citations -
Predictive Data-Driven Model Based on Generative Adversarial Network for Premixed Turbulence-Combustion Regimes2022 Combustion Science and Technology article Engineering Combustion and flame dynamics Open access
Temistocle Grenga, Ludovico Nista, Christoph Schumann, Gandolfo Scialabba, Antonio Attili, Heinz G. Pitsch
15citations -
Real Driving Emissions—Conception of a Data-Driven Calibration Methodology for Hybrid Powertrains Combining Statistical Analysis and Virtual Calibration Platforms2021 Energies article Engineering Electric and Hybrid Vehicle Technologies Open access cited by 1 patent
Sascha Krysmon, Frank Dorscheidt, Marc Timur Düzgün, Stefan Pischinger
20citations