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VDI Wissensforum GmbH (ed.)

ELIV 2021

Series: VDI-Berichte

Volume 2384 2021

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S. Marxreiter 5G and Artificial Intelligence transforming Cars and the Transportation System S. 651-652

„… 5G and Artificial Intelligence transforming Cars and the Transportation System Stefan …” „… mobility revolution lie 5G and artificial intelligence (AI) technologies, which represent the underlying …” „… the vehicle, then artificial intelligence (AI) is its brain, processing and analyzing the surrounding …”

K. Saad, A. Sligar, R. Kipp, J. Decker, D. Rey, S. M. Canta Ansys Real Time Physics Based Radar Simulation – An Enabler for Machine Learning in the Context of Autonomous Driving S. 83-94

„… provided by various sensor modules/models and driving functions. In the Artificial Intelligence (AI …” „… via physics-based simulation was presented. [1] Tesla. (2021). Artificial Intelligence …” „… sense-plan-act paradigm. Others, like Tesla [1] are solely relying on ML and in some cases Artificial …”

A. P. Das, K. Thomas, A. Mohan, A. S. Akhil, K. P. Ganesh A Battery Digital Twin framework for Predictive Maintenance and State of Health Estimation of Electric Vehicles S. 579-592

„… , artificial intelligence, machine learning etc. VDI-Berichte Nr. 2384, 2021 579 The electric vehicles (EV …” „… models, data and artificial intelligence for smart battery management systems. Energy and AI 2020 …” „… actual battery with more intelligence. The paper proposes the digital twin framework of Li-Ion battery …”

L. Gonzales-Fuentes, M. Harihar, M. Cassol Trajectory tracking using Neural Network for Autonomous Driving Systems S. 75-82

„… VDI-Berichte Nr. 2384, 2021 79 rising usage of artificial intelligence (AI), ML and NN in automotive software …” „… - Infineon-and-Synopsys-Collaborate-to-Accelerate-Artificial-Intelligence-in-Automotive- Applications. [Zugriff am 21 August 2021]. VDI-Berichte Nr. 2384, 2021 81 [12] R. Salay, R …”

U. Bodenhausen Make AI Testing Meaningful – From Understanding to Mastering of AI Testing S. 151-162

„… assessment models. Artificial Intelligence (AI) Artificial Intelligence (AI) offers great potential for …”

A. Hohm, B. Hartmann, S. Khodaverdian, D. Bosch, B. Lattke, P. Keck The Evolution of Automation in Parking – Assisted, Automated, Autonomous S. 61-74

„… updates, artificial intelligence and further developments in infrastructure projects allow us now the …” „… intelligence distribution between vehicle and infrastructure. In case of Automated Valet Parking Type 1 (in …” „… Fig. 4 written simply as “Type 1”) the main portion of intelligence lays inside the vehicle. Going …”

M. Ghivari, D. Chakraborty State of Health and State of Charge Estimation method – A Machine Learning based hybrid approach S. 605-612

„… electrolyte properties and surface area available for ionic exchanges [3,4]. [5,6,7]. Artificial intelligence …” „… . "Battery state of charge estimation using an Artificial Neural Network." In 2017 IEEE Transportation …”

Titelei/Inhaltsverzeichnis S. I-XIV

„… 641 M. Minzlaff, M. Rücker, M. Schneider, ESCRYPT, Berlin/Stuttgart 5G and Artificial Intelligence …” „… Real-time Contextual Intelligence Services for Connected Electrified Vehicles …”

M. Gresser, M. Mende, M. D. Rabe, B. Baker, A. Unger Graph-based Vehicle Diagnostics using Machine Learning S. 131-142

„… , Marshall Space Flight Center, Fourth Conference on Artificial Intelligence for Space Applications, 1988 …” „… the Thirtieth AAAI Conference on Artificial Intelligence, Phoenix, Arizona, 2016. [10] Y. Seo, M …”

S. Apartsin, H. Stein, G. Reiter, K. Williams AI-based Signal Integrity Monitoring for Integrated Vehicle Health Management S. 143-150

„… to predict, detect, and diagnose vehicle health issues. By integrating artificial intelligence (AI …”

F. von Bulow, F. Heinrich, T. Meisen A new perspective for manufacturers: Cloud-based utilization of operational fleet data S. 117-130

„… and artificial intelligence for smart battery management systems. Energy and AI, 1, (2020), S. 100016 …”

doi.org/10.51202/9783181023846

VDI Wissensforum GmbH - LAND.TECHNIK 2022

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VDI Wissensforum GmbH (ed.)

LAND.TECHNIK 2022

Series: VDI-Berichte

Volume 2395 2022

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M. Verhoeven, B. Missotten, J. Clarisse, S. Van Campenhout, S. Devos Artificial Intelligence based Grainloss Calculator and Real Time Connected APP S. 535-540

„… Artificial Intelligence based Grainloss Calculator and Real Time Connected APP M.Sc. Marcel …” „… even more important. Functional overview of the Artificial Intelligence and Connected Grainloss …”

A. Grever, M. Muter, B. Johanning A generic approach to bridge the gap between route optimization and motion planning for specific guidance points of highly automated machines S. 71-78

„… robotics and artificial intelligence. In the agricultural field, mention should be the work [5], who …” „… Search Techniques in Artificial Intelligence and Robotics. 2008 [7] Hernández, C., Baier, J. A. and Asín …”

C. Krause, N. Iqbal, J. Hertzberg, M. Hollmann, J. Martinez, D. Nieberg, A. Ruckelshausen, S. Stiene, S. Rottgermann, M. Muter, A. Berghaus, J. Herbers, S. Menke Concept of a Test Environment for the Automated Evaluation of Algorithms for Robust and Reliable Environment Perception S. 177-184

„… coordinating support for artificial intelligence (AI) in agriculture as funding organisation, grant number 28 …” „… Furniture Recognition for Building Semantic Object Maps". J. Artificial Intelligence 247:336-351, 2017, doi …”

S. Rottgermann, S. Haverkamp Fundamental Concept for Highly Automated Implements with Distinct Regard To Process Automation S. 359-364

„… ) autonomous machine, where a driver is being replaced by a controller with – at least a bit of – artificial …” „… intelligence. That there definitely is a need to focus on that topic can be seen from various reporting in …” „… ] H. Vennemann, M. van den Boom and H. Hecheltjen, „Mobile Intelligence for LEMKEN equipment - A …”

Titelei/Inhaltsverzeichnis S. I-XVI

„… Technology & Innovation, Modena, Italy f ISOBUS and Networks Artificial Intelligence based Grainloss …” „… Intelligence (MIRMI), Munich, Technical University of Munich (TUM) The importance of data quality assessment …”

J. Doerr, R. Kalmar, B. Rauch, S. Stiene Data Spaces in Agriculture – Status Quo and Perspectives S. 511-520

„… : Agri-Gaia is creating an open ecosystem for Artificial Intelligence (AI) using the infrastructure of Gaia-X …” „… intelligence [10]. Gaia-X Initiative: Gaia-X (a) aims at creating an “open, transparent and secure digital …”

S. Lorenz Machine operation task analysis – A deeper look into the shift of task profiles within operating agricultural cyber-physical production systems S. 473-484

„… agriculture using artificial intelligence. Artificial Intelligence in Agriculture, 2, 1–12. https://doi.org …”

M. Abdipourchenarestansofla, C. Schroth The importance of data quality assessment for machinery data in the field of agriculture S. 495-500

„… means of Artificial Intelligence. In the horizon 2020 Demeter project, we develop a job cost system …”

doi.org/10.51202/9783181023952

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VDI Wissensforum GmbH (ed.)

Automation 2021

Series: VDI-Berichte

Volume 2392 2021

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N. Öksüz, S. Bouschery, M. Schlappa, J. Sporkmann, M. Unterberg Towards an Artificial Intelligence based Approach for Manufacturing Resilience S. 649-664

„… Towards an Artificial Intelligence based Approach for Manufacturing Resilience N. Öksüz …” „… artificial intelligence is able to find patterns in data and use these to make predictions. More …” „… in Explainable AI, Presented at AAAI FSS-18: Artificial Intelligence in Government and Public Sector …”

S. Janzen, N. Öksüz, J. Sporkmann, M. Schlappa, J. Gerhard, L. Ortjohann, P. A. Becker Smart Resilience Services for Industrial Production S. 621-636

„… , Design Thinking), Artificial Intelligence [12], Requirements Engineering (e.g., KAOS, i* model …” „… , B., & Rahmani, F. M. (2019). Artificial Intelligence Driven Resiliency with Machine Learning and …” „… , 12. Dezember). Measuring Resilience in Artificial Intelligence and Machine Learning Systems …”

D. Díez Álvarez, U. Berger AIQIIA: General AI Quality Inspector for Industrial Applications S. 491-504

„… self-adapt to unseen scenarios. Artificial Intelligence (AI) has shown great potential and performance in …” „… classification. In: IEEE Access, 6, 38656-38668. [23] Fleming, N. (2018). How artificial intelligence is …” „… paper, we present a general solution for computer vision quality inspection tasks based on artificial …”

S. Baer, S. Pol, D. Turner, F. Baer, T. Meisen Scaling a Reinforcement Learning Approach for Online Job Shop Scheduling in Flexible Manufacturing Systems to Various Products S. 505-516

„… Artificial Intelligence for Industries (AI4I), IEEE, 2019. [9] S. Qu, J. Wang, S. Govil, and J. O. Leckie …” „… , “Evolutionary dynamics of multi-agent learning: A survey, ”Journal of Artificial Intelligence Research …” „… scheduling in flexible manu-facturing systems,” in2019 Second International Conference on Artifi-cial …”

Titelei/Inhaltsverzeichnis S. I-XVI

„… . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 637 G. Steinhagen, M. Banf, fabforce GmbH & Co. KG, Netphen Towards an Artificial Intelligence based …”

M. Both, N. Maisch, J. Müller Semantische Interoperabilität durch Natural Language – Processing als Basis für Self-X-Fähigkeiten von Verwaltungsschalen in semantisch heterogenen Asset-Netzwerken S. 571-584

„… language processing, computational linguistics, and speech recognition. Prentice Hall series in artificial …” „… intelligence. Upper Saddle River, NJ: Prentice Hall Pearson Education Internat 2009 [10] HuggingFace …”

T. Zeun, A. Frotzscher, A. Nicklas, E. Schmitt, D. Schulze-Zipper, H. Zipper Selbstorganisation und Co-Management verteilter Automatisierungssysteme mit dem Kommunikationssystem S. 751-762

„… Conference on Decision and Control (CDC), pp. 4187-4193, 2018. [19] Stanford Artificial Intelligence …”

doi.org/10.51202/9783181023921

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VDI Wissensforum GmbH (ed.)

ELIV 2023

Series: VDI-Berichte

Volume 2423 2023

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H. Ghezali, L. Trautmann, S. Witke, S. Herbold A Review of using Artificial Intelligence in Large Projects for Requirements Classification S. 573-588

„… A Review of using Artificial Intelligence in Large Projects for Requirements Classification H …” „… usage of Artificial Intelligence (AI) to perform these assignments automatically in an industrial …” „… process chain helps significantly. Therefore, the adoption of Artificial Intelligence (AI) models for this …”

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

„… Generative Artificial Intelligence How AI Models Change the Way We Develop Automotive Products …” „… Artificial Intelligence (AI) is reshaping industries and revolutionizing the creative and operational …” „… accountability, privacy, and security protocols. 1. Introduction Artificial Intelligence (AI) has long been a …”

Titelei/Inhaltsverzeichnis S. I-XVI

„… Artificial Intelligence – How AI Models Change the Way We Develop Automotive Products 405P. Dreiseitel …” „… . Fietkau, L. Diebolder, Dr. Ing. h.c. F. Porsche AG, WeissachA Review of using Artificial Intelligence in …”

U. Bodenhausen How to Become a Leader by Development of AI – ChatGPT Research Papers Analysed S. 281-292

„… . Artificial Intelligence and the Automotive Industry Artificial Intelligence (AI) offers great potential for …”

P. Laufer Estimation of Gender and Age of Vehicle Occupants Using Deep Learning S. 27-38

„… . Artificial intelligence (AI) can be used to estimate features such as age and gender from the occupant's face …” „… absolute error as metrics to evaluate the performance of the artificial intelligence system. The in-cabin …”

X. Wang, A. Hübner, K. Weishaupt, K. Chung Validation and Interpretation of Neural Networks: DNN-Based Object Detection as an Example S. 419-436

„… Artificial Intelligence Testing (AITest), 2021. [9] T. Karras, S. Laine, M. Aittala und J. Hellsten …” „… Chung, Vector Informatik GmbH, Karlsruhe Abstract In the field of autonomous driving, artificial …” „… intelligence (AI)-based software modules have played an important role in the entire software stack, and the …”

P. Fietkau, L. Diebolder Challenges in the Synchronous Development of Software, Hardware and Mechanics for Drive Systems S. 559-572

„… current process are outlined. The integration of big data and the use of artificial intelligence offer new …”

L. Li, M. Schlecker, T. Zipper AI-Based Energy Management of Next Generation Architectures S. 391-404

„… , optimizing energy utilization and enhancing overall vehicle efficiency. Leveraging Artificial Intelligence …”

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

„… applications (Artificial Intelligence) into the Software-Defined Vehicle (SDV). In this presentation Tata …”

L. Heinrich, M. Springer, D. Schütz, J. Pannek A Holistic Approach for a Universal Vehicle-to-Robot (V2R) Communication Interface S. 365-378

„… , artificial intelligence as well as soft, service, and social robotics, the field of Automotive Service …”

K. Eliasch, Dr. P. Friedel, D. Li, D. Shan Cooperative Perception Services to Improve the Safety of Road Users S. 347-364

„… difficulties. ADAS system usually uses a combination of sensors, artificial intelligence, and advanced …”

doi.org/10.51202/9783181024232

VDI Wissensforum GmbH - ELIV-MarketPlace 2018

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VDI Wissensforum GmbH (ed.)

ELIV-MarketPlace 2018

Series: VDI-Berichte

Volume 2338 2018

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C. Mitrohin Artificial Intelligence: Today´s and tomorrow´s opportunities, how do we adjust to it? S. 3-4

„… Artificial Intelligence: Today´s and tomorrow´s opportunities, how do we adjust to it? Dr. rer …” „… present and discuss the latest developments in the field of artificial intelligence (AI) and its impact …”

D. Dörr, P. Ukas Training and Validation of Neural Networks in Virtual Environments S. 17-28

„… , IPG Automotive GmbH, Karlsruhe Summary: Artificial intelligence has increasingly received public …” „… ? Special type of artificial intelligence 8 Machine tries to imitate human intellectual performance …” „… Artificial intelligence Machine learning Machine is able to generate knowledge from experience by learning …”

P. de Boer Artifical Intelligence in the Driver’s Seat / AI – enabling autonomous driving and transportation S. 1-2

„… Patricia de Boer, NVIDIA, USA Abstract: Artificial intelligence is no longer science fiction. In the …” „… Artifical Intelligence in the Driver’s Seat / AI – enabling autonomous driving and transportation …”

N. Beringer Extending the sensor range and the Environment Model by usage of HD maps S. 145-148

„… sensor range“; ATZ live 2018, Wiesbaden Dr. N. Beringer “Artificial Intelligence as a key enabler for …” „… autonomous driving”, VDI Umfelderfassung im Fahrzeug 2018, Nürnberg Dr. N. Beringer “Artificial intelligence …”

Titelei/Inhaltsverzeichnis S. I-VIII

„… . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .1 P. de Boer, NVIDIA, USA f AF und VAF: Realisierungen und Ausblicke Artificial Intelligence …” „… www.dnb.de. Inhalt f HAF und VAF: Anforderungen, Realisierungen und Ausblicke Artifical Intelligence in the …”

doi.org/10.51202/9783181023389

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