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VDI Wissensforum GmbH - Powertrain Systems in Mobile Machines 2022

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VDI Wissensforum GmbH (ed.)

Powertrain Systems in Mobile Machines 2022

Series: VDI-Berichte

Volume 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

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

Series: Fertigungstechnik

Volume 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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VDI Wissensforum GmbH (ed.)

ELIV 2023

Series: VDI-Berichte

Volume 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

VDI Wissensforum GmbH - Nutzfahrzeuge 2017 – Commercial Vehicles 2017

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VDI Wissensforum GmbH (ed.)

Nutzfahrzeuge 2017 – Commercial Vehicles 2017

Series: VDI-Berichte

Volume 2298 2017

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D. Nulens The Future of Telematics – Intelligent Connectivity – A journey to exceptional fleet performance S. 277-290

„… in bringing vehicle connectivity closer to a future model of predictive maintenance. Only 3% of …” „… . Under a predictive model, data collected from sensors provides a basis for calculating future …” „… , telematics and IT services to stay profitable, to secure new service-oriented business models and to reap the …”

T. Huber, T. Grossner Future CO2 legislation and innovations to reduce TCO – using Continental Innovation Truck as an example – Evaluation of Photovoltaic System and Coasting Technology S. 79-102

„… Untersuchungen von Continental über das Potential von "predictive eco coasting" basierend auf Echtzeit …” „… "predictive eco coasting" bis zu einem Prozent Kraftstoff ein, verglichen mit der herkömmlichen Verzögerung …” „… "predictive eco coasting" wird in 2017 umgesetzt. VDI-Berichte Nr. 2298, 2017 79 Abstract Commercial …”

A. Lapp, R. Lock, M. Muenzenmay, M. Tanimou, T. Thiel, C. Zimmermann Automotive Feature Store – Cloud-based software development and functions distribution for commercial vehicles S. 263-276

„… control unit. To change this situation, Bosch develops an open ecosystem starting from the development …” „… . Furthermore, this development environment differs for different target control units. It is specific for …” „… technologies is rarely possible. Eventually, the software of a control unit can only be updated completely …”

D. Staelens Impact of European Driving and Resting directives on efficient planning of vehicles S. 243-256

„… subject to continuous monitoring and controls, which are carried out on national and international level …” „… by control officers. These recordings are either recorded to a tachograph record sheet or digital …” „… of these recordings which for the most part enables control officers to establish whether the rules …”

doi.org/10.51202/9783181022986

Jens Pfafferott, Doreen Kalz, Roland Koenigsdorff - Bauteilaktivierung.

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Jens Pfafferott, Doreen Kalz, Roland Koenigsdorff

Bauteilaktivierung.

2015

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Literaturverzeichnis S. 217-224

„… .; Gyalistras, D. et al.: Model predictive control of a swiss office building. 11th REHVA World Congress Clima …” „… ] Verhelst, C.: Model predictive control of ground coupled heat pump systems for office buildings. PhD …” „… ] Herkel, S. Knapp, U.; Pfafferott, J.: Towards a model of user behaviour regarding the manual control of …”

doi.org/10.51202/9783816793588

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