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Stefan Geneder - Beitrag zur modellbasierten Emulation von Fluidkühlern zur Abbildung der thermischen Zustände des realen Fahrbetriebs am Prüfstand

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Stefan Geneder

Beitrag zur modellbasierten Emulation von Fluidkühlern zur Abbildung der thermischen Zustände des realen Fahrbetriebs am Prüfstand

Reihe: Mess-, Steuerungs- und Regelungstechnik

Band 1276 2022

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Literaturverzeichnis S. 189-208

„… nonlinear model predictive control of a thermal management system for electric Vehicles in Real-Time. In …” „… oriented heat exchanger model. In: 2016 12th IEEE International Conference on Control and Automation (ICCA …” „… ] Fischer, M.; Nelles, O.; Isermann, R.: Adaptive predictive control of a heat exchanger based on a fuzzy …”

doi.org/10.51202/9783186276087

VDI Wissensforum GmbH - Messunsicherheit praxisgerecht bestimmen – Prüfprozesse in der industriellen Praxis 2023

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VDI Wissensforum GmbH (Hrsg.)

Messunsicherheit praxisgerecht bestimmen – Prüfprozesse in der industriellen Praxis 2023

Reihe: VDI-Berichte

Band 2428 2023

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S. Cramer, R. H. Schmitt AI-based Predictive Quality Methods: Possibilities and Achievements of the Virtual Measurement Using Real-World Examples S. 329-0

„… involved. Through the digitalization of the process chain, the results of predictive models can be …” „… AI-based Predictive Quality Methods: Possibilities and Achievements of the Virtual Measurement …” „… characteristics. Using appropriate machine learning techniques, a model is constructed that enables the prediction …”

doi.org/10.51202/9783181024287

VDI Wissensforum GmbH - Powertrain Systems in Mobile Machines 2022

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VDI Wissensforum GmbH (Hrsg.)

Powertrain Systems in Mobile Machines 2022

Reihe: VDI-Berichte

Band 2402 2022

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S. Rinderknecht, S. Foulard, R. Fietzek Resource-efficient dimensioning, usage and maintenance of machine components through AI-based virtual sensors S. 241-0

„… virtual sensors AI-based virtual sensors for cost-effective collection of usage pro-files and predictive …” „… . Predictive maintenance measures can be used to increase availability of the complete machine in the field …” „… through predictive maintenance measures. After that, a holistic optimization approach is described, which …”

doi.org/10.51202/9783181024027

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VDI Wissensforum GmbH (Hrsg.)

ELIV 2023

Reihe: VDI-Berichte

Band 2423 2023

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P. Dreiseitel, D. Yesilbas Generative Artificial Intelligence – How AI Models Change the Way We Develop Automotive Products S. 405-418

„… , predictive maintenance, and quality control operations are already benefiting from AI using supervised …” „… generative models in automating quality control processes via visual inspection. Additionally, these models …” „… particular, the basic models typically used for generative AI have little control over the training data. And …”

M. Wegener, R. Savelsberg, A. Alberti, G. Cechini, L. Schäfers, K. Badalian, S. Pischinger A Cloud-based Self-Learning Digital Twin Solution for Increasingly Accurate Range Prediction in Battery Electric Vehicles S. 103-112

„… estimation or speed profile prediction. These models are then used within a simulation framework to forecast …” „… the process chain allows the training of the models to take place over night and off-board in the …” „… . Additionally, by the accurate load-profile prediction further long-term predictive strategies such as …”

S. Spitzer, S. Wahl Hydrogen – A Game Changer in the Automotive Industry ... and Beyond S. 689-702

„… specific situations can be made (e.g. cloud/predictive diagnostics). Bosch has installed two data control …” „… Control Units The system is controlled by a dedicated control unit which is designed for the specific use …” „… , Dipl.-Ing. Sascha Wahl, Powertrain Solutions, Electronic Controls, Robert Bosch GmbH Abstract The CO2 …”

F. Mayer, J. Apelt, R. Münzenberger, F. Kraft, C. Winkler Event-Chain-Focused Development of System Architectures Makes Complex Systems Manageable S. 645-662

„… SysML activity diagrams. Specifically, there was no need to model data flow. Control flow could be …” „… . Event-chain-focused architecture design is such a holistic model-based approach that it can be rolled out across the …” „… entire ASPICE model. The focus here is on event chains, which are used at each level of the V-model to …”

S. K S, Tata Elxsi, N. Velinov Software-Defined Vehicle: Combining Real-Time Safety Critical Functions with Cloud Connectivity S. 543-558

„… consolidated in central high-performance Electric Control Units (ECU). This consolidation is a prerequisite for …” „… business models. The key element is software. It will be introduced into all vehicle functions, allowing …” „… to accommodate the SDV vision. The Electronic Control Unit topology must transition from a …”

doi.org/10.51202/9783181024232

Christian Brecher, Jörg Krüger, Eckart Uhlmann, Alexander Verl, Oliver Riedel, Armin Lechler - KI in der Produktion – Innovative Anwendungsfälle

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Christian Brecher, Jörg Krüger, Eckart Uhlmann, Alexander Verl, Oliver Riedel, Armin Lechler

KI in der Produktion – Innovative Anwendungsfälle

Reihe: Fertigungstechnik

Band 707 2022

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N. Koutrakis, J. Polte, E. Uhlmann Smart Maintenance in der Produktion – Konzept zu einer ganzheitlichen Lösung S. 37-46

„… switched-system approach to formation control and heading consensus for multi-robot systems. In: Intelligent …” „… .: Deep Lagrangian Networks: Using Physics as Model Prior for Deep Learning. 2019. Jg., 2019. [LUTT20 …” „… Multi-body Model Learning, 2020. [LYNC17] Lynch, K. M.; Park, F. C.: Modern robotics. Cambridge UK: Cambridge …”

doi.org/10.51202/9783186707024

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