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Papers matching “model diagnostics” 119

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Improving Machine-Learning Diagnostics with Model-Based Data Augmentation Showcased for a Transformer Fault
2021 Energies article Engineering Power Transformer Diagnostics and Insulation Open access

Jannis Nikolas Kahlen, Albert Moser

9

citations
Data-driven systematic parameter identification of an electrochemical model for lithium-ion batteries with artificial intelligence
2021 Energy storage materials article Engineering Advanced Battery Technologies Research Open access cited by 2 patents

Weihan Li, Iskender Demir, Decheng Cao, Dominik Jöst, Florian Ringbeck, Dirk Uwe Sauer

210

citations
Virtual Development of Advanced Thermal Management Functions Using Model-in-the-Loop Applications
2023 Energies article Engineering Electric and Hybrid Vehicle Technologies Open access

Nico Besser, Philipp Hermsen, Stefan Pischinger, Jürgen Knauf, Pooya Bagherzade, Johannes Franz Walter Fryjan, +2 more

3

citations
Development of a Self-Adjusting Engine Out NOx Prediction Model Using Tailpipe O2 Measurements
2025 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Engine and Fuel Emissions

Abinav Sunder, S.P.R. Swamy Polisetty

0

citations
Challenges of Integrating Model-Based Digital Twins for Vehicle Diagnosis
2023 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C) conference-paper Engineering Digital Transformation in Industry

Malte Heithoff, Marco Konersmann, Judith Michael, Bernhard Rumpe⋆, Felix Steinfurth

7

citations
Model-based data augmentation to improve the performance of machine-learning diagnostic systems
2022 IET conference proceedings. conference-paper Engineering Power Transformer Diagnostics and Insulation

Jannis Nikolas Kahlen, Andre Würde, Albert Moser

1

citations
Machine learning based model for plasma prediction in high power pulsed magnetron sputtering processes
2023 Thin Solid Films article Engineering Plasma Diagnostics and Applications cited by 1 patent

Kirsten Bobzin, C. Kalscheuer, M. Carlet, Julia Janowitz

11

citations
Improving Machine Learning Diagnostic Systems with Model-Based Data Augmentation ― Part B: Application
2021 IEEE PES Innovative Smart Grid Technologies Europe conference-paper Engineering Power Transformer Diagnostics and Insulation

Jannis Nikolas Kahlen, Andre Würde, Albert Moser

5

citations
Comprehensive Component On-Board Diagnostics: Systematic Transformation Approach to Malfunctions
2023 SAE International Journal of Electrified Vehicles article Engineering Electric and Hybrid Vehicle Technologies

Ragupathi Soundara Rajan, Felix Richert, Stefan Pischinger

0

citations
Two-Dimensional Model of Supersonic Expansion Argon Plasma in Micro Hollow Cathode Discharge: A Comparison of Maxwellian and Non-Maxwellian EEDFs
2024 IEEE Transactions on Plasma Science article Engineering Plasma Diagnostics and Applications

Y. T. Gu, Wei Luo, Yonggui Zhai, Hongguang Wang, Yongdong Li

1

citations
High speed imaging of Z-pinch gas discharge in extreme ultraviolet and model-based three-dimensional reconstruction of emitting volume
2022 Review of Scientific Instruments article Engineering Plasma Diagnostics and Applications

Florian Melsheimer, Michael Ranis, Detlev Grützmacher, Larissa Juschkin

3

citations
Behavioral Model of Dot-Product Engine Implemented with 1T1R Memristor Crossbar Including Assessment
2021 International Symposium on Design and Diagnostics of Electronic Circuits & Systems (DDECS) conference-paper Engineering Advanced Memory and Neural Computing

Jianan Wen, Markus Ulbricht, Eduardo Pérez, Xin Fan, Milos D. Krstic

7

citations
Improving Machine Learning Diagnostic Systems with Model-Based Data Augmentation - Part A: Data Generation
2021 IEEE PES Innovative Smart Grid Technologies Europe conference-paper Engineering Machine Fault Diagnosis Techniques

Jannis Nikolas Kahlen, Andre Würde, Albert Moser

1

citations
Controller-Embeddable Probabilistic Real-Time Digital Twins for Power Electronic Converter Diagnostics
2020 IEEE Transactions on Power Electronics article Engineering Real-time simulation and control systems

Matthew Milton, Castulo A. De la O, Herbert L. Ginn, Andrea Benigni

193

citations
Convolutional neural networks for the crack diagnostics in concrete structures
2024 E3S Web of Conferences conference-paper Engineering Infrastructure Maintenance and Monitoring Open access

Vladyslav V. Danishevskyy, A.M. Gaidar, Bernd A. Markert

0

citations
A Spin Tune Model for Spin Coherence Time Optimisation at Storage Rings
2026 conference-paper Engineering Particle accelerators and beam dynamics Open access

Rahul Shankar, Anna Piccoli, P. Lenisa, A. Lehrach

0

citations
Inverted hysteresis as a diagnostic tool for perovskite solar cells: Insights from the drift-diffusion model
2023 Journal of Applied Physics article Engineering Perovskite Materials and Applications Open access

Will Clarke, Matthew V. Cowley, Matthew J. Wolf, Petra J. Cameron, Alison Walker, Giles W. Richardson

25

citations
Benchmarking the Transferability of Real‐Time State of Charge Algorithms to Sodium‐Ion Cells Using an Open‐Source Diagnostics Framework
2025 Batteries & Supercaps article Engineering Advanced Battery Technologies Research Open access

Katharina Lilith Quade, Elias Hempen, Dominik Jöst, Franziska Berger, Florian Ringbeck, Dirk Uwe Sauer

0

citations
Proactive Fault Detection in EV Batteries Via Hybrid Method: Cell-to-Cell Variation Pattern and Physics-Based Model Insights
2026 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Advanced Battery Technologies Research

Bharat Jawle, Ashwin Selvakumar, Nagaraj Kumar Puttoji Rao

0

citations
State-of-Health Estimation of Lithium-ion Batteries by Fusing an Open-Circuit-Voltage Model and Incremental Capacity Analysis
2021 IEEE Transactions on Power Electronics article Engineering Advanced Battery Technologies Research

Xiaolei Bian, Zhongbao Wei, Weihan Li, Josep Pou, Dirk Uwe Sauer, Longcheng Liu

171

citations
Aging diagnostics for a commercial sodium-ion cell: experimental and simulation-based transfer from lithium-ion systems
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Battery Technologies Research Open access

Katharina Lilith Quade

0

citations
Droplet velocity and diameter distributions in flash boiling liquid nitrogen jets by means of phase Doppler diagnostics
2020 Experiments in Fluids article Engineering Fluid Dynamics and Heat Transfer Open access

Andreas Rees, L. Araneo, Grazia Lamanna, Joachim Sender, Michael Oschwald

24

citations
Modellbasierte Bewertung von Algorithmen zur Zustandsbestimmung von Batterien: Analyse von Betriebs-, Zell-und Messtechnik-Parametern
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Battery Technologies Research Open access

Dominik Jöst

0

citations
Characterization of Relaxation-Induced Variations In the Electrochemical Impedance Behavior of Battery Cells
2026 ECS Meeting Abstracts conference-abstract Engineering Advanced Battery Technologies Research

Sehriban Celik, Matthias Tobias Stephan, Moritz Schütte, Jonas Rinner, Morian Sonnet, Dirk Uwe Sauer

0

citations
Distortion-aware physics-based impedance modeling of commercial Li-ion batteries under non-ideal excitation signals
2026 Electrochemistry Communications article Engineering Advanced Battery Technologies Research Open access

Xu Chen, Dmitri L. Danilov, Tobias Frahm, Florian Rittweger, Thorben Schüthe, Karl-Ragmar Riemschneider, +5 more

2

citations