VDI Verlag eLibrary

Dritev 2024

VDI Wissensforum GmbH

Reihe: VDI-Berichte

Band 2433 2024

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J. Saberi Quality Improvement through AI-based Usage of Production and Field Data Analysis S. 331-336

doi.org/10.51202/9783181024331

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Automation 2021

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 2392 2021

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

„… as-is and to-be situations in industrial production that require future AI-based resilience management …” „… of AI-based resilience management in industrial production going beyond and being not comparable with …” „… SRS. In this scenario, the urgent need for an AI-based SRS becomes clear. SRS are smart services that …”

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

„… hurdles of an AI-based resilience measurement based on the approach are explained. 1. Introduction …” „… explicitly programmed [28]. For our AI-based resilience index approach, we take the influencing metrics as …” „… 1/5. 4. Discussion Taking an AI-based approach to measuring resilience is advantageous in many …”

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

„… based on knowledge, understanding of AI and programming to the selection of a reference. The …” „… AIQIIA: General AI Quality Inspector for Industrial Applications M.Sc. D. Díez Álvarez …” „… paper, we present a general solution for computer vision quality inspection tasks based on artificial …”

C. Sonntag, D. Wolff, D. Bleidorn, E. Balling, F. Marx Maximizing Efficiency and Transparency in Batch Processing with Simulation-driven Predictive Decision Support S. 249-260

„… availability, and production sequencing. Consequently, decisions are often based on experience and intuition …” „… produced simultaneously, and each product is based on a different production recipe with distinct …” „… , monitoring, and optimization, VDI-Berichte Nr. 2392, 2021 259 such as AI- based approaches for plant …”

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

„… both higher complexity and uncertainties in production control. AGVs can increase uncertainties as …” „… they plan their route based on dynamic obstacles and workers walking around. This adds to the chance …” „… scheduling responsible for machine allocation as soon as the order is released and the production starts. An …”

Titelei/Inhaltsverzeichnis S. I-XVI

„… Navigating towards resilient Production 29. und 30. Juni 2021 digital VDI-BERICHTE Herausgeber: VDI …” „… – Digitaler Zwilling A Reference Architecture enabling Sensor Networks based on homogeneous AASs …” „… , Bayer AG Leverkusen AIQIIA: General AI Quality Inspector for Industrial Applications …”

A. Stutz, M. Maurmaier, M. Eckert, H. Mannheim, H. E. Akar Rezeptbasierte Orchestrierung einer modularen kontinuierlichen Prozessanlage – Ergebnisse und Erkenntnisse aus dem Forschungsprojekt ENPRO2-ORCA S. 275-292

„… Erkenntnisse aus dem Forschungsprojekt ENPRO2-ORCA Recipe-based orchestration of a modular continuous …” „… their use in the context of a modular continuous process plant and a client-server-based POL-system …” „… Eingangssignal-Baugruppe (z.B. SIMATIC ET200SP AI 4xU/I 2-wire ST [7]). Im Falle des betrachteten Mess-Services bedeutet …”

J. Fischer, R. Rosen, F. G. Listl, A. Sohr, J. C. Wehrstedt Assistenzsysteme der nächsten Generation für Produktionssysteme S. 461-476

„… decision support system for production planning based on machine learning“, J. Intell. Manuf., Bd. 31, Nr …” „… Systems for Production Systems Dr.-Ing. Jan Fischer, Dipl.-Math. Roland Rosen, M.Sc. Franz Georg …” „… efficient operation of automated production systems in the process and manufacturing industry is an ongoing …”

doi.org/10.51202/9783181023921

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ELIV 2024

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 2441 2024

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S. Zimmermann, W. Lenders, T. Lian Abt, M. Kuhn, P. Weber, A. Ganser Building and scaling a machine learning platform to unlock AI in connected car services S. 29-40

„… source-based tools to enable Data Scientists to bring their use cases and machine learning models to production …” „… such a platform is crucial for the success of BMW Connected Drive Services that are based on AI logic …” „… cases, but also use cases based on Generative AI. “The Modern AI Stack: Design Principles for the Future …”

X. Wang, A. Hübner, M. Kühl, B. Zlotnik Enabling Automotive MLOps with Open-Source Based Software S. 93-104

„… Israel Ltd., Ra'anana Abstract In the field of autonomous driving, Artificial Intelligence (AI)-based …” „… paper briefly describes the Red Hat OpenShift platform. Section 3 gives an introduction to the AI-based …” „… capabilities of OpenShift to streamline the transition of AI models from experimentation to production. 3 …”

U. Akcakoca Contribution of Artificial Intelligence in Automotive Cyber Security Management System More Cybersecurity through Artificial Intelligence S. 579-XVI

„… in this manuscript aims at an AI-based (AI: Artificial Intelligence) continuous protection against …” „… cyberattacks that covers the entire service life of a vehicle. It is an AI-based CSMS-Framework integrated in …” „… in real time. AI plays an important role here [6]. Technologies based on AI are increasingly …”

A. Vickers, P. Fintl, D. Hughes, M. Roberts From Niche to Mainstream: Harnessing Generative AI for Automotive Excellence. GenAI is not Enough! S. 67-80

„… implementation properties of Generative AI. As we have noted, generative solutions based on large language …” „… From Niche to Mainstream: Harnessing Generative AI for Automotive Excellence GenAI is not Enough …” „… , Bristol/Munich/Oxford/Cambridge Abstract The meteoric rise of Generative AI as a central strategic technology has signalled a …”

G. Schneider, F. Woitschek, A. von Twickel, R. Plaga Auditing Guidelines for AI-based AD/ADAS Components focusing on AI Security S. 53-66

„… Auditing Guidelines for AI-based AD/ADAS Components focusing on AI Security Dr. Georg Schneider …” „… discuss how auditing guidelines can ensure the trustworthiness of AI-based AD/ADAS systems. We show how …” „… demonstrate phantom attacks on the AI-based driving system of some Tesla models, VDI-Berichte Nr. 2441, 2024 …”

M. Schaffert Enabling an Open Eco-System for Chiplet based Automotive SoCs Chiplets are the future for automotive SoCs and Road towards first Generations S. 529-540

„… Titel: Enabling an Open Eco-System for Chiplet based Automotive SoCs Subtitle: Chiplets are the …” „… a driving force behind the need for increased performance. Embracing Chiplets-Based SoC in the …” „… Chiplets-Based System-on-Chip (SoC) is emerging as a tangible reality. Traditional approaches, such as …”

K. Brand, T. Tang, D. Selvaraj A New Era for Software Verification: Heterogeneous Multicore Compute With Model-Based Design and Virtual ECUs S. 437-452

„… Intelligence (AI) technique based on a Multilayer Perceptron (MLP) architecture, and subsequent hardware …” „… A New Era for Software Verification: Heterogeneous Multicore Compute With Model-Based Design and …” „… aligned with safety-critical software development paradigms. Leveraging Model-Based Design (MBD) can …”

T. Huck, A. Achtzehn When innovation demand meets E/E architecture Further endeavours into next-gen architectural designs S. 395-406

„… selected three key requirements that, based on our comprehensive analyses across all major vehicle system …” „… , large displays, AI functions for ADAS/AD, and more and more gadgets like color-adaptive interior …” „… emergency operations time. Since in the safety world practitioners are required to operate based on the …”

A. Wang Collaborate with Chinese Partners to Navigate the SDV Transformation S. 303-312

„… iterations with breath-taking speed. Platform-based whole vehicle architectures enable new models to be …” „… iterations”. This SDV architecture decouples software from hardware, and highly modular-based software …” „… new vehicle model in this project, the first of its kind in a new platform-based product line …”

W. Steinmann, B. Sondermann Biometrics and sensor fusion for enhanced in-cabin safety and comfort Reducing complexity and increasing possibilities through a holistic approach to in-cabin monitoring S. 327-342

„… interior monitoring system based on biometrics and AI as well as the fusion of radar and camera sensors …” „… before they are fused in the next step. AI-based image processing can also be combined very well with …” „… extracted in parallel from the radar and camera data. In the camera image, an AI-based detector is used to …”

P. Reilhac, C. Nowakowski, A. Manila, J. Almeida Immersive In-car AR Live Gaming Enabled by SDV Architecture, ADAS Cameras & AI Software S. 313-326

„… Immersive In-car AR Live Gaming Enabled by SDVArchitecture, ADAS Cameras & AI SoftwarePatrice …” „… vehicles and XR technologies. Immersiveinfotainment system based video and gaming experiences have been …” „… . Furthermore, once a vehiclehas gone into production, it’s often very difficult to update the software and add …”

N. Haegele Managing the complexity of joint steering, braking and powertrain coordination in emerging vehicle E/E architectures S. 141-150

„… gesture recognition, orientation tracking and motion-based interactions, can enable developers to create …” „… software capabilities, such as embedded systems, cybersecurity, and artificial intelligence (AI). In return …” „… has led to changes in the supply chain and production processes. Traditionally, suppliers would …”

doi.org/10.51202/9783181024416

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PIAE EUROPE 2025

VDI Wissensforum GmbH (Hrsg.)

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Band 2446 2025

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W. Pelzer, U. Seefeldt Competitive Advantages Through Smart AI-Driven Engineering S. 311-322

„… reductions in sampling times, and the elimination of tool modifications. Additionally, AI-based methods …” „… been extended by optimization strategies. Modern AI-based methods now allow for the simultaneous …” „… production reliability may be questioned. AI-driven optimization addresses these challenges by ensuring high …”

S. Englich, A. Chaloupka, N. Rudolph Reliable component quality despite PCR recycled materials S. 395-404

„… , which can be integrated via OPC-UA, and through AI-based evaluation, this pνT progression can …” „… and AI based digitalization For the material tests, a 'box' tool (with hot runner) is available. This …” „… industrial production to enable either a process data-based quality control (defect detection), Figure 7, or …”

Titelei/Inhaltsverzeichnis S. I-XI

„… resource-saving productionVDI-Berichte Herausgeber: VDI Wissensforum GmbH© VDI Verlag GmbH · Düsseldorf 2025Alle …” „… Production processes and quality assurance l Simulation and process technology l Material innovations and …” „… lightweight designTop topicsNew concept based on participant votes!++++30 hand-picked lecturesIndustry …”

D. Römhild Challenges and limitations of high-quality PCR regrinds in the interior and exterior according to the costly regulations of the ELV S. 39-48

„… plastics may be impaired [1]. Outlook: ● Improved sorting technologies: AI-based systems and advanced …” „… production of new vehicles. Every year, 8 to 9 million tonnes of waste from end-of-life vehicles accumulate …” „… development possibilities The production of high-quality PCR regrinds requires advanced technologies in order …”

T. Rausch Enabling Reliable Virtual Prototyping with Digital Material Twins – The current state of the art from the perspective of a plastics manufacturer S. 301-310

„… areas between the calculated pixels using AI-based “upressing”. All in all, it is important that the …” „… that enable accurate material models. When these digital twins are integrated into physics-based …” „… the visual appearance of a product, you first need the right rendering software that is based entirely …”

H. Wunsch, E. Jantzen Risk potential use of post-consumer recyclates – PCR What the automotive industry can learn from the food and hygiene products industry S. 373-382

„… food and hygiene products industry can be used to assess potential risks in the production of plastic …” „… identifies possibilities for identifying critical points in production. Through the practical examples from …” „… for the production of plastic components from PCR, but also to provide solutions for how other …”

doi.org/10.51202/9783181024461

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ELIV 2019

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 2357 2019

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J. Tung AI and the Evolution of Model-Based Design S. 347-352

„… AI and the Evolution of Model-Based Design Jim Tung, MathWorks, Natick, Massachusetts, USA …” „… exploring ways to implement AI and DNN-based systems for engine control, directly using Model-Based Design20 …” „… creating perception and other AI algorithms don’t have a background in Model- Based Design. Instead of …”

Titelei/Inhaltsverzeichnis S. I-X

„… , H. Adlkofer, Infineon Technologies AG, Neubiberg Embedded Intrusion Detection based on AI – A …” „… 1 f ADAS Seeing With Sound – Next-level 3D ultrasonic sensors based on echolocation …” „… 239 A. Magnuson, Volvo Group Truck Technology, Gothenburg, Sweden Using Cloud-Based Electronic …”

M. Traub, H.-U. Michel Future electric/electronic architecture – Sustainable design of a digital in-vehicle backend infrastructure S. 201-212

„… integrates AI-based decision systems and supports an adaptive, personalized and customer specific behaviour …” „… design of all products and services is based on their "life cycle", with the goal to optimize them …” „… customers a product which is always up-to-date over its whole lifetime. Based on the mentioned input …”

doi.org/10.51202/9783181023570

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Distributed Edge Intelligence Enabled Wireless Communication Systems Serving Industrial Applications

Sun Danfeng

Reihe: Mess-, Steuerungs- und Regelungstechnik

Band 1278 2022

Treffer in den folgenden Teilen:

Introduction S. 1-5

„… production.Cloud ComputingEdgeComputingAR AR122342Figure 1.1: A conceptual unmanned factory inspired by 5G ACIA …” „… emerging tech-nologies, such as cloud computing, digital twin, and Artificial Intelligence (AI). Wireless …” „… , velocity, and position closed-loop controls. In automatic production, a plasticproduct molding by the …”

Bibliography S. 87-108

„… : Extended kalmanfilter based self-adaptive mold protection method on a toggle mechanism. Applied Sci-ences …” „… , Rauchhaupt Lutz, and Ulrich Jumar. Deep learning-based dependabilityassessment method for industrial wireless …” „… intelligent digitaltwin in a cyber-physical production system. at-Automatisierungstechnik …”

doi.org/10.51202/9783186278081

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LAND.TECHNIK AgEng 2023

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 2427 2023

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P. Riegler-Nurscher, M. Wenzlaff, H. Prankl, S. Stiene, R. Giaffreda Test Concepts AgrifoodTEF – The Test and Experimentation Facilities for AI and Robotics in the Agrifood sector S. 541-546

„… in the field of satellite data based AI. Data services can cover different parts along the data …” „… and, consequently, our food production methods. AI will enhance the effectiveness and sustainability …” „… AgrifoodTEF – The Test and Experimentation Facilities for AI and Robotics in the Agrifood sector …”

S. Bosse, J. Magnusson, E. L. Wisotzky, A. Hilsmann, P. Eisert, E. Gassen, M. Reichardt, A. Stein, J. Heil, M. Hussaini Platform-Based and AI-Enabled Farming to Foster Agricultural Ecosystems S. 441-454

„… Platform-Based and AI-Enabled Farming to Foster Agricultural Ecosystems Sebastian Bosse, Jannes …” „… storage with AI-based evaluations within the NaLamKI system (Fig. 1). A GAIA-X-compliant interface ensures …” „… Recognition Based on the sensor data (Sec. 3.1), NaLamKI offers users AI services for detecting harmful plants …”

Titelei/Inhaltsverzeichnis S. I-XX

„… Machines and Commercial Vehicles,Technische Universität BraunschweigPlatform-Based and AI-Enabled Farming …” „… Control Based on Camera Images on a Combine Harvester 131J. Vanlerberghe, Y. Li, D. Jongmans, T. Mahieu …” „… planning as well as motion control based on cloud and onboard services using the example of different …”

S. Belau, D. Neitemeier, J. Witte, T. Töniges, Y. Ehlert, Janina Amsbeck App based chop quality estimation for silage maize harvest quality optimization S. 321-326

„… App based chop quality estimation for silage maize harvest quality optimization Sven Belau …” „… consumption, throughput, and wear. This study presents a method to estimate chop quality based on artificial …” „… defined DIN A4 tray, capturing images, and repeating the process. The AI algorithm identifies kernels on …”

C. Campanella User experience evaluation, based on Ergonomics and Virtual Reality tools on CNHi agricultural tractors S. 363-370

„… User experience evaluation, based on Ergonomics and Virtual Reality tools on CNHi agricultural …” „… based on VR tools like helmet for vision, joystick for simulating hands, human tracking to collect “real …” „… machines it is possible to create explainable AI dashboard linked to AR app, thanks to XMANAI, that works …”

E. Zamora, A. Benavent, M. Wójcik, C. Metz, T. E. Madsen Robot Operating System ROS 2 in safety critical agricultural robot applications S. 219-226

„… development of production-grade software for agricultural machinery with safety-critical functions. As an …” „… example, we will use the development of a lidar based obstacle detection solution configurable for a range …” „… the safety V-model in agricultural mobile robot applications, we argue for a scenario-based approach …”

A. Foessel, R. Weires, C. Wenzel Integration of Safety, Automation and AI in Ag Equipment S. 209-218

„… Integration of Safety, Automation and AI in Ag Equipment Alex Foessel, Balanced Engineering …” „… . Variable Speeds Based on Tasks: In farming applications, the appropriate speed varies depending on the …” „… limits is a legal requirement for overall road safety. In farming, speed is managed based on the specific …”

A. Tamrakar, M. Roberge Grain Handling Simulations in Combine Harvester – Simulation Development, Validation and Optimization S. 395-402

„… demonstrated. In addition, an example of system optimization using DEM-based virtual design of experiment is …” „… used to train a machine learning model. The AI model is then employed to determine the optimal design …” „… production model. Fig. 6: Design of Experiment space for grain tank unloading developed using DEM data In …”

doi.org/10.51202/9783181024270

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Electrics / Electronics for Mobile Machines

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 2442 2024

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S. Tandel GenAI in the Off-Highway Industry: An Analysis S. 27-34

„… , GenAI-based solutions today produce innovative designs, models, and simulations. Its potential in the …” „… an iterative approach where designs and processes are continuously refined based on GenAI insights …” „… also meeting ASPICE standards. In model-based development, AI facilitates the automatic creation of …”

A. Locatelli, J. Fauster New Electronic Architectures Enabling Software-Defined Mobile Machinery S. 19-26

„… of AI-based applications to be very relevant in the context of software- defined mobile machinery. In …” „… . 2442, 2024 23New software development process for AI-based applications For AI applications the …” „… “domain-based” architectures and, more recently, to zonal and centralized architectures with powerful …”

N. Keuth, G. Schagerl, C. Mayr AI Based Battery Health Monitoring from Concept to In-Use for Better BEV Performance Accelerate engineering decision with data driven insights S. 53-66

„… AI Based Battery Health Monitoring from Concept to In-Use for Better BEV Performance Accelerate …” „… from various stages of the vehicle lifecycle—design, production, and field use—is complex and demands …” „… based on mathematical rules. These rules can involve any form of mathematical checks on raw data …”

F. Ott Weed Detector Butterfly Mower maps weed with AI/Tensorflow S. 131-136

„… combined with an AI algorithm for weeds and maps them. The technology requires a stable satellite-based …” „… Weed Detector Subtitle: Butterfly Mower maps weed with AI/Tensorflow Dipl.-Ing.(FH) Florian Ott …” „… camera mounted on a mower,2. AI-Controller unit for data processing and communication3. High precision …”

Y. Frisoni Innovative Environment Perception Solutions – Key Steps on the Path to Safe Mobile Machines Automation Environment perception functions using proven ADAS automotive technologies in off-road multi-purp... S. 137-XII

„… crucial points to achieve “AI-based” functions are the database to on which you train them. Once …” „… ) implementing several algorithms with AI based learning process to ease the solution adaptation to the specific …” „… , 3D bowl effect view) On these video flows we apply AI-based object detection and tracking …”

K. Krügel, M. Buller From the Freeway to the Field New Paths to Innovative Mobile Machinery S. 35-40

„… , but also prone to errors, underlining the need for an automated approach. [3] AI-based pre-annotation …” „… this data effectively is invaluable. AI-based tools are therefore not only a relief for developers, but …” „… increase efficiency, reduce production costs and improve the sustainability of agricultural practices …”

doi.org/10.51202/9783181024423

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Powertrain Systems in Mobile Machines 2022

VDI Wissensforum GmbH (Hrsg.)

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-XII

„… Resource-efficient dimensioning, usage and maintenance of machine components through AI-based …” „… virtual sensors AI-based virtual sensors for cost-effective collection of usage pro-files and predictive …” „… kleineren Dimensionierung ausgeglichen wer-den können. Abstract This paper describes how AI-based virtual …”

Titelei/Inhaltsverzeichnis S. I-X

„… maintenance of machine components through AI-based virtual sensors …” „… � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � �65 B. Seba, D. Vidinha Santos, U. Weiss, Liebherr machines bulle, Bulle, Switzerland f Hydrogen based …” „… � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � 113A. Meyer, M. Kurz, F. Madlener, Kramer Werke GmbH, PfullendorfSolutions for a needs-based range …”

doi.org/10.51202/9783181024027

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ELIV-MarketPlace 2018

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 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

„… data-based AI, and third, we select and develop the AI methods which are suitable to bring further our …” „… AI-based method can automatically detect the mood of the driver, AI plays an essential role in the design …” „… defect products from the production line based on optical inspection. Even if several success stories …”

Titelei/Inhaltsverzeichnis S. I-VIII

„… Driver’s Seat / AI – enabling autonomous driving and transportation …” „… Komponenten Antrieb Transfermolded, leadframe based power modules …” „… . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 149 J. Homoth, Robert Bosch GmbH, Reutlingen f Bordnetz und Komponenten Simulation based powernet …”

doi.org/10.51202/9783181023389

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Technische Zuverlässigkeit 2023

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 2409 2023

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S. Kupjetz, W. Zenn, S. Röding Vorstellung eines Kausalmodells relevanter Fehlerbilder zur Entwicklung wissensbasierter KI-Modelle am Beispiel von Werkzeugmaschinen S. 219-230

„… a causal model of relevant failure patterns for the development of knowledge-based AI models using …” „… identified and AI agents can be developed based on this. 1. Introduction Machine tools are used in industry …” „… , explainability of the AI model is significantly enhanced by implementing a model structure based on linguistic …”

N. Namyslo, D. Jung, T. Rieker Der Einsatz von Robo-Advisory und KI für die Zuverlässigkeitsanalyse zur Feldmaßnahmenentscheidung S. 257-270

„… of actual field measure decisions, by providing AI-based recommendations on field measure design …” „… experts and in terms of the RA-supported and AI-based runtime determination of a TWE. 1. Technical …” „… realized, by RA support, and how it is determined and discussed based on AI-based RA recommendation, which …”

doi.org/10.51202/9783181024096

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ELIV 2023

VDI Wissensforum GmbH (Hrsg.)

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

„… assistance systems to implementing AI-based quality control measures, the applications are myriad. However …” „… . Generative AI models learn patterns and structures from existing data and then generate new content based on …” „… corresponding improvement in product quality. Generative AI can simulate various production scenarios to …”

S. Duda, Laurent Emmerich A unified middleware for SoC-agnostic application development S. 379-384

„… enable transparent communication and interaction between these cores. Apex.AI’s middleware is based on …” „… provide automotive-grade, production-ready versions of ROS. With our solution we want to offer a …” „… production-ready and automotive-enabled implementation and offers professional support to its users. Portability …”

M. Bornemann, F. Baumann Sustainable Software Development for Cloud-Native Vehicles S. 519-532

„… continuous delivering process of SW features and AI/ML models after the start of production. OEMs need the …” „… Abstract A revolution in vehicle hardware architectures is well under way. Most OEMs will launch zone-based …” „… software architecture has not yet even begun. Consider:  Modern, cloud-based DevOps solutions are …”

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

„… Seeing with Sound: AI-Based Detection of Participants in Automotive Environment from Passive Audio …” „… with AI-based audio processing, AES Conference on Automotive Audio, Dearborn, Mi, USA, June8-10, 2022 …” „… inexpensive reference architecture based on automotive grade components, and report on the updated state of …”

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

„… principles, approaches, and guidelines regarding AI (based on “Bosch code of ethics for AI”, released …” „… usage of Artificial Intelligence (AI) to perform these assignments automatically in an industrial …” „… application of AI for this use-case, resulting in no concern. 2. Introduction Systems to be developed are …”

G. Shirasat, T. Dannemann Snapdragon Ride Flex SoC: The central compute solution that’s bringing the SDV vision to reality S. 253-266

„… cloud-native software development could be characterized by microservice-based software development with …” „… microservice or incumbent real-time operating system (RTOS) based or a combination of both. In case of the …” „… service-oriented middleware. The RTOS or microservices can host both Adaptative AutoSAR and ROS based …”

D. Cotterle, M. Hofmann How to Improve EV Battery Cell Quality – Making Test a Competitive Advantage S. 211-222

„… performance, reduce testing times, and scale up production—and we see that the industry needs to make a lot of …” „… insights. We must re-engineer and transform our processes using AI, ML, automation, and digital …” „… performance. This paper walks you through the basics of battery production, compares testing methods, and …”

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

„… require AI-based algorithms, which need a lot of computational power as well as reliable high-bandwidth …” „… production-ready solution, portability to different hardware platforms, ease of adding more applications, easy …” „… providing upgradeability, modularity, and the computing power required for the integration of AI …”

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

„… process based on systems engineering has been introduced at Porsche AG. This is based on clustering the …” „… introduced at Porsche AG, which is based on systems engineering. The basis is systems theory with clustering …” „… the vehicle. The time required for tooling is high, especially for the last loop with production tools …”

doi.org/10.51202/9783181024232

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Automation 2022

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 2399 2022

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M. Platenius-Mohr, J. Schlake, M. Vach, R. Koorts Bring your Machine Learning Intelligence to the Edge – An Example on Edge Analytics for Cement Strength Prediction S. 413-424

„… strength. For this purpose, an AI/ML model is trained based on historical lab data from a cement production …” „… was then deployed on the edge to predict 28-day strength based on production data provided every 2-3 …” „… analytics on an example use case cement strength prediction. We showed how an AI/ML model trained based on …”

N. Widulle, J. Ehrhardt, M. Krantz, A. Liebert, A. Nordhausen, O. Niggemann Eine Simulationsumgebung für flexible Cyber-Physische Produktionssysteme zur Generierung realistischer Datensätze für maschinelle Lernverfahren S. 533-544

„… applications, restricting the AI and ML approaches. Within this paper we introduce our Flexible Production …” „… al., “A decision-making framework for dynamic scheduling of cyber-physical production systems based …” „… stellen wir die Flexible Production Simulation (FliPSi) vor. FliPSi ist eine Simulationsumgebung für CPPS …”

C. Song, M. Gärtler, B. Klöpper Phasenidentifikation von Batch-Prozessen durch aktives Lernen S. 625-636

„… the production performance, the industrial analytics (IA) is applied using data-driven and AI-based …” „… machine learning or artificial intelligence based. In general, this can be directly modelled as supervised …” „… possess certain domain knowledge [4]. Fig. 1: Illustration of pool based active learning algorithm In …”

D. Dittler, T. Müller, V. Stegmaier, N. Jazdi, M. Weyrich Anwendungsoptimierte Modelladaption des Digitalen Zwillings eines modularen Produktionssystems während der Betriebsphase S. 545-560

„… Review of the Roles of Digital Twin in CPS-based Production Systems,” Procedia Manufacturing, vol. 11, pp …” „… Reconfiguration Demand and Generation of Alternative Configurations for Cyber-Physical Production Systems,” in …” „… Advances in Automotive Production Technology-Theory and Application: Springer, 2021, pp. 63–70. [6] T …”

R. Heesch, N. Widulle, A. Köcher, A. Nordhausen, L. M. Vieira da Silva, J. Putzke, O. Niggemann Methoden der künstlichen Intelligenz für die automatisierte Planung von modularen Produktionsprozessen S. 439-452

„… . [3] E. Järvenpää, “Capability-based Adaptation of Production Systems in a Changing Envi-ronment …” „… , “Cyber-physical Production System: Roots, Expectations and R&D Chal-lenges” Procedia CIRP, vol. 17, pp. 9-13, 2014 …” „… modeling approaches for planning in cyber physical production systems,” in Proceedings of the 2014 IEEE …”

D. Vranješ, P. Topalis, O. Niggemann Chancen und Herausforderungen für Künstliche Intelligenz in kleinen und mittelständischen Unternehmen S. 399-412

„… , Expertentipps. Berlin: VDE VERLAG 2022 [5] Eiteneuer, B. u. Niggemann, O.: LSTM for Model-Based Anomaly …” „… [16] Wang, K. u. Wang, Y.: How AI Affects the Future Predictive Maintenance: A Primer of Deep Learning …” „… ] Bunte, A., Richter, F. u. Diovisalvi, R.: Why It is Hard to Find AI in SMEs: A Survey from the Practice …”

doi.org/10.51202/9783181023990

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wt Werkstattstechnik online

Alle Ausgaben: wt Werkstattstechnik online

wt Jahrgang 114 (2024) Heft 09 ISSN Online: 1436-4980

Treffer in den folgenden Teilen:

Christof Nitsche, Xinyang Wu, Danilo Brajovic, Lena Lörcher, Marco Roth, Philipp Wagner, Alper Yaman, Jannik Schwab, Helena Monke, Christoph Hennebold, Marco F. Huber Optimierte Produktion durch KI und Quantencomputing/Optimized manufacturing through AI and quantum computing S. 461-467

„… optimization, physics-based AI models for precise cutting and welding processes, and generative AI as virtual …” „… Generierung synthetischer Datensätze. To optimize production processes and reduce material waste in the …” „… manufacturing industry, artificial intelligence (AI) and quantum computing methods are getting more important …”

Ira Effenberger, Frederik Seiler, Verena Eichinger Synthetische Daten für die Automatisierung mit KI/Synthetic data for AI-based automation S. 490-496

„… Handhabungssysteme synthetisch erzeugt. AI-based image processing is considered as key technology for digitization …” „… image data sets for training AI-based inspection or handling systems, offers major time and cost …” „… and automation in production. Since the necessary image data sets, e.g. for quality assurance, have to …”

doi.org/10.37544/1436-4980-2024-09

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LAND.TECHNIK 2024

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 2444 2024

doi.org/10.51202/9783181024447

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