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VDI Wissensforum GmbH - Commercial Vehicles 2023

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VDI Wissensforum GmbH (Hrsg.)

Commercial Vehicles 2023

Reihe: VDI-Berichte

Band 2417 2023

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M. Sommer, E. Sax, T. Rösch Fleet data used for self-learning functions in commercial vehicles S. 81-92

„… Fleet data used for self-learning functions in commercial vehicles Martin Sommer, Eric Sax …” „… to create and deploy self-learning functions which help save energy in the vehicle. The two major …” „… the art and trends in the field of commercial vehicles and public transport The use of self-learning …”

F. Beringhoff, C. Rösener A Method for Automatic Test Realization for Automated Vehicles S. 179-190

„… hardware in the loop test benches. For testing self-driving vehicles, a scenario-based approach to control …” „… of scenarios for tests of self-driving vehicles. This report describes the challenges around …” „… reinforcement learning (RL) method. 1. Introduction Electric and electronic (E/E) systems within a vehicle …”

Titelei/Inhaltsverzeichnis

„… , Hochschule OsnabrückFleet data used for self-learning functions in commercial vehicles 81M. Sommer, E. Sax …” „… GmbH17th International ConferenceCommercial Vehicles 2023June 14 - 15, 2023, Baden-BadenPreflight Lx3 …” „… mmContent The Future of TransportEuropean policy for future road vehicles – technological neutrality or …”

S. Han, G. Park, Y. Ahn, K. Huh Development of A Path-Tracking Controller for Tractor with Two Articulated Trailers Based on Model Predictive Control S. 247-260

„… and M. Sivak, “A survey of public opinion about autonomous and self-driving vehicles in the us, the uk …” „… Predictive Control Hitch angle estimation and optimal controller design for T-MUT vehicle Sangwon Han …” „… gaining interest in commercial vehicles such as heavy-duty buses, trucks, and tractor trailers. The …”

doi.org/10.51202/9783181024171

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VDI Wissensforum GmbH (Hrsg.)

ELIV 2023

Reihe: VDI-Berichte

Band 2423 2023

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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

„… framework for establishing a self-learning digital twin of the demonstrator vehicle in a cloud environment …” „… A Cloud-based Self-Learning Digital Twin Solution for Increasingly Accurate Range Prediction in …” „… Battery Electric Vehicles Marius Wegener, Rene Savelsberg, FEV Europe GmbH, Aachen; Andrea Alberti …”

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

„… training data is necessary. The models become scalable through self-supervised learning techniques. In the …” „… ]. Furthermore, investigations into safety implications related to AI use in self-driving vehicles have been …” „… supervised learning methods that rely heavily on labelled data, these state-of-the-art models are designed to …”

J. Sieracki, R. Yang, A. Vamos, M. Caggiano Seeing with Sound: AI-Based Detection of Participants in Automotive Environment from Passive Audio S. 293-306

„… vehicle from idle up to full highway speeds. With this heavy vehicle, self-noise with engine idling is …” „… , approaching vehicles, bicycles, and even pedestrians. We discuss use cases and challenges, present an …” „… , and, in the case of a loud target such as an emergency vehicle siren, can work over long distances …”

Titelei/Inhaltsverzeichnis

„… , Aachen Electronics TechnologyEstimation of Gender and Age of Vehicle Occupants Using Deep Learning 27P …” „… , S. Schoutissen, Volvo Group Trucks Technology, Gothenburg, SwedenA Cloud-based Self-Learning …” „… Commercial Vehicles 2023Cyan Magenta Yellow BlackELIV_Europe_F51_TRZ.pdf · Seite 1ELIV_Europe_F51_TRZ.pdf …”

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

„… . While the passenger car (PC) segment focuses on Battery Electric Vehicles (BEV) and Plug-In Hybrid …” „… Electric Vehicles (PHEV), this will not be the preferred solution in the Commercial Vehicle (CV) and …” „… Off-Road (OR) market. H2 solutions like Fuel Cell Electric Vehicles (FCEV) and H2 Engine will achieve a …”

F. Kraemer Development and Testing Autonomous Vehicles (AV) at Scale S. 149-158

„… Development and Testing Autonomous Vehicles (AV) at Scale It’s all about the data! Dipl.-Ing …” „… acquisition in the vehicle for development For developing, testing and subsequently validating control units …” „… , vehicle networks and bus systems. Efforts for the validation of sensors are rapidly growing with the …”

A. Matarage A leap in innovation – What European OEMs can learn from Chinese OEMs in terms of User Experience S. 503-518

„… reacts in an “emotional” way. Digital assistants are often self-learning and become more and more …” „… vehicles on European soil. And the trend is here to stay! Indeed, if a couple of years back, it seemed …” „… vehicles and in particular their safety, they certainly have learnt from their European counterparts and …”

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

„… Software-Defined Vehicle: Combining Real-Time Safety Critical Functions with Cloud Connectivity …” „… Abstract Vehicle E/E architectures are undergoing a transformation in which multiple vehicle functions are …” „… applications (Artificial Intelligence) into the Software-Defined Vehicle (SDV). In this presentation Tata …”

doi.org/10.51202/9783181024232

VDI Wissensforum GmbH - ELIV-MarketPlace 2022

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VDI Wissensforum GmbH (Hrsg.)

ELIV-MarketPlace 2022

Reihe: VDI-Berichte

Band 2405 2022

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N. Kechler, Eric Sax Big Data Analytics for a seamless Design Flow of reliable Automated Driving Functions S. 257-264

„… one or more signals may indicate a component that will break down soon. Self-learning functions will …” „… the driving trajectoryApproach: Recording the course of the vehiclesEvaluation of the turning on the …” „… worthwhile during the operation phase of vehiclesExample: Monitoring of system parameters of a bus door (main …”

V. Horvath, H. Laine, G. Blahut, A. Késmárki, M. Pfeifle Streaming Map Data Efficiently from Cloud to ECUs – A Cost-Efficient and Self-Adapting Solution for Intelligent Speed Assistance S. 239-248

„… , https://ec.europa.eu/info/law/better-regulation/have-your-say/initiatives/12222-Vehicle-safety-technical-rules-&-test-procedures-for-intelligent-speed-assistance/F2256534 …” „… Streaming Map Data Efficiently from Cloud to ECUs A Cost-Efficient and Self-Adapting Solution for …” „… introduced a new regulation that requires vehicle manufacturers to implement technological solutions that …”

B. Franczyk Technology comparison of surround sensors for mobile machines – Change from rule-based systems to Deep Learning S. 421-428

„… learning)Possibility of self-supervised learningReduction of the susceptibility to errorsCyan Magenta Yellow …” „… Deep Learning Prof. Dr. Bogdan Franczyk, Institut für Wirtschaftsinformatik, Universität Leipzig …” „… rule-based systems to Deep Learning is evident. However, it should be considered that Neural Networks have …”

U. Bodenhausen Comprehensive Test Strategy for AI Based Systems – From AI Test Principles to T est Optimization S. 265-282

„… self-learning vehicles. VDI-Berichte Nr. 2405, 2022 265V1.0 | 2022-09-30ELIV Marketplace 2022, Dr. Ulrich …” „… ) can be beneficially used in automotive systems for autonomous vehicles, innovative user interfaces …” „… to reflect the specific characteristics of learning systems. In short, testing an AI driven module or …”

Titelei/Inhaltsverzeichnis

„… for passenger car, commercial vehicle and off-highway applicationsELIV-MarketPlace 2022 November 15 …” „… Software-Defined Vehicles …” „… Software Defined Vehicles and Service Oriented Architecture …”

doi.org/10.51202/9783181024058

VDI Wissensforum GmbH - Reifen – Fahrwerk – Fahrbahn

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VDI Wissensforum GmbH (Hrsg.)

Reifen – Fahrwerk – Fahrbahn

Reihe: VDI-Berichte

Band 2356 2019

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K. Singh, F. Petry, P. Alipour, D. Khadraoui Application of Machine Learning & Deep Learning Techniques in the Context of Use Cases Relevant for the Tire Industry S. 241-268

„… : https://www.nvidia.com/en-us/self-driving-cars/drive-platform/. [Accessed: 26-Feb-2019]. [55] I. ISO, “26262: Road vehicles-Functional safety,” Int. Stand …” „… vehicle/tire parameters and those used by the model. To develop a deep learning based model, an extensive data …” „… ] J. Ghosh, A. Tonoli, and N. Amati, “A Deep Learning based Virtual Sensor for Vehicle Sideslip Angle …”

S. Keidler, J. Haselberger, K. Mayannavar, B. Schick, D. Schneider Development of lane-precise “Ground Truth” maps for the objective Quality Assessment of automated driving functions S. 15-34

„… changing environmental events. HERE Global B.V.’s self-healing maps use sensors in series vehicles and …” „… locate the high precision vehicle position and motion with centimeter accuracy. The aim is to achieve …” „… (LKAS). The accuracy of the vehicle’s localization on the GT map and an objective evaluation of the LKAS …”

doi.org/10.51202/9783181023563

VDI Wissensforum GmbH - LAND.TECHNIK AgEng 2023

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VDI Wissensforum GmbH (Hrsg.)

LAND.TECHNIK AgEng 2023

Reihe: VDI-Berichte

Band 2427 2023

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Titelei/Inhaltsverzeichnis

„… Machines and Commercial Vehicles,Technische Universität BraunschweigPlatform-Based and AI-Enabled Farming …” „… , Vienna, AustriaFuel cell electric tractor powered with biogenic hydrogen – Vehicle design and …” „… Vehicles, Braunschweig;A. Eitzlmayr, E. Karer, Linz Center of Mechatronics GmbH, Linz, Austria;A. Feyrer …”

T. Blume, L. Neumann Self-supervised learning for an agriculture driver assistant system S. 471-476

„… Self-supervised learning for an agriculture driver assistant system Dipl.-Ing. Tobias Blume, M.Sc …” „… time-consuming and costly. A promising alternative is self-supervised learning, where large amounts of unlabeled …” „… -supervised learning enables faster and more cost-effective development of automated vehicles in agriculture and …”

K. Blaylock, A. Irlbeck, B. Adams, A. Sporrer Systems Engineering Development and Analysis Approach to Improving Self-Propelled Sprayer Boom Height Control S. 489-496

„… Systems Engineering Development and Analysis Approach to Improving Self-Propelled Sprayer Boom …” „… technology on large self-propelled sprayers, and it is a primary enabler for other technological advancements …” „… scenarios. Introduction New self-propelled sprayer operational demands, such as wider boom structure …”

C. Hurd, J. Hollinger, T. Schuster, R. Schildroth Deploying Off-Road Autonomy at Scale S. 463-470

„… deployment of over 350 autonomous vehicles, which collectively covered 80,000 driverless miles. The findings …” „… algorithms, with applications in autonomous ground vehicles and surface vessels. Particular focus has been …” „… given to unmanned vehicle guidance, navigation and control, Lidar and Radar sensor processing, and …”

doi.org/10.51202/9783181024270

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