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VDI Wissensforum GmbH - Gleit- und Wälzlagerungen 2017

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VDI Wissensforum GmbH (Hrsg.)

Gleit- und Wälzlagerungen 2017

Reihe: VDI-Berichte

Band 2308 2017

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X. Ai, J. Rhodes, T. Klaehn, E.-D. Oprescu Virtual Bearing Life Test S. 97-102

„… Virtual Bearing Life Test Xiaolan Ai, Jerry Rhodes, Thorsten Klaehn and Emil-Dragos Oprescu …”

T. Kiekbusch, B. Magyar, B. Sauer Multi-Ebenen-Simulation zur Berechnung der lokalen Lebensdauer in hochbelasteten Wälzkontakten S. 103-112

„… Schmierstoff wurden beispielsweise in [5, 6] Berechnungsmodelle entwickelt. Ai et al. untersuchen in [7-11 …” „… , 2013. [7] Ai, X.; Cheng, H.: The Influence of Moving Dent on Point EHL Contacts. Tribology …” „… Transactions, Vol. 37(2), S. 323-335, 1994. [8] Ai, X.; Lee, S.: Effect of Slide-to-Roll Ratio on Interior …”

Titelei/Inhaltsverzeichnis S. I-XI

„… , and Application to Rolling Contact Fatigue (RCF) O. Koch, M. Correns, M. Dinkel X. Ai, Virtual …”

R. Thies, D. Bartel Einfluss von Wasser auf die Ermüdungslebensdauer von Wälzlagern S. 39-52

„… durch den Arbeitsgemeinschaft der industriellen Forschungsverbände (AiF) finanziert. Literatur [1 …”

A. Buchroithner, C. Voglhuber Untersuchung eines verlustarmen Low-Cost Lagerkonzepts für Schwungradspeicher – Eine Schlüsseltechnologie für die Speicherung erneuerbarer Energie S. 299-314

„… ) Ge om et riy : U ni ts (m m ), ai r g ap 4 .2 m m Bild 10: Entmagentisierungskennlinien [8] und …”

A. Maiwald Besondere Wanderphänomene in Wälzlagersitzen von Planetengetrieben im Industrie- und Windkraftbereich – Untersuchungen zum Einfluss von Gehäuseverformungen auf irreversible Schlupfbewegungen im Lagers... S. 273-282

„… egungen im L agersitz Dr.-Ing. A. M aiw ald , Maiwald Engineering, Chemnitz Kurzfassung …”

D. Vaes, P. Tesini, K. Stadler Evaluation of roller slip losses in wind turbine gearbox high speed shaft bearings S. 283-298

„… ) [8]. The numerical experiments aim to improve the SKF competence in simulating roller slip, provide …”

doi.org/10.51202/9783181023082

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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K. Chung Understand and Testing AI Decisions with Explainable AI S. 249-256

„… AI(-Software) AnalysisUnderstand Your AIInput Explainable AI - Guided BackpropEye & mouth highlightedEyes not …” „… limitationsof the AIExplainable AI canquantify the importance of input values AIs become more transparentFor …” „… the most important questions of integrating AI-based software in such security-critical environments …”

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

„… 2020Generic Architecture for Automated Driving*AI AIAIAI Examples for possible AI application4/31 …” „… - ISO/PAS 8800 Road Vehicles: Safety and AI*AI in Automotive* Source: ISO/PAS 8800 Road Vehicles: Safety and …” „… Comprehensive Test Strategy for AI Based Systems From AI Test Principles to Test Optimization Dr …”

H. Barth Setting a new standard for ultrasonic near-field perception – AI enabling data interface for ultrasonic systems . S. 303-304

„… time – enables AI-based signal processing. This e.g. allows for reliably differentiating objects with a …” „… Setting a new standard for ultrasonic near-field perception AI enabling data interface for …” „… validation to start before the software is frozen. This new AI enabling data interface is setting a new …”

Titelei/Inhaltsverzeichnis S. I-XIV

„… . Késmárki, NNG Kft, Budapest, Hungary; M. Pfeifle, NNG Software GmbH, Stuttgart f AI for Autonomous Driving …” „… – Opportunities and ChallengesUnderstand and Testing AI Decisions with Explainable AI …” „… ) – Institut fuer Technik der Informationsverarbeitung (ITIV), KarlsruheComprehensive Test Strategy for AI …”

T. Zipper Wireless Services in Next Generation E/E Architectures S. 181-188

„… & Partly Status-quo First SOPs for Body/Infotainment Cross Domain in 2025 to 20300011000100101011010100ai …” „… 010101010ai1010101111001010110101100101010100ai0001110111000VDI-Berichte Nr. 2405, 2022184| Th. Zipper, K.H …”

S. Alexander Real-time, Context-aware E-Mobility Services to Optimize Commercial Transportation Ecosystem – Optimized Battery Electric Fleet Operations: Maximize utilization, Minimize electricity costs, Simplify o... S. 381-394

„… . VDI-Berichte Nr. 2405, 2022 383| 1Real-time, Context-aware, AI Cloud E-Mobility Services to Optimize Commercial …” „… EV fleet operations. Web User Interface| 11| 12Model-based AI Cloud Platform for Context-Aware …” „… clusterMulti-objective optimizations with context-sensitive constraintsVDI-Berichte Nr. 2405, 2022 389| 13Model-based AI …”

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

„… , Leipzig UniversityChairman of the Board of the Institute for Applied Computer Science (InfAI …” „… )Principal investigator at Center for Scalable Data Analytics and Artificial Intelligence (ScaDS.AI)Project manager of the …” „… developmentstages in viticulture using AIAugmented Reality in viticultureCyan Magenta Yellow BlackPreflight Lx3 am …”

G. Kormann Equipment Setup and Work Planning – A precondition for highly automated operations S. 437-446

„… with:• AI based sensing ofEnvironment and Process• Hands Free Guidance• Safe Operation• Operator Free …” „… operations and build work plans with all the definitions. Like in a modern Computer Aided Manufacturing …”

S. Poledna, L. Antonia Zaza Bringing together major stakeholders to shape the future of autonomous operation. Can this also be done for the offhighway industry? S. 447-460

„… OVERVIEWAutonomous functions in off-highway• Limited dataset to train AI algorithms• Restricted experts' community …” „… these trending topics by focusing on application-oriented solutions for mobile machines. The aim is to …”

K. Talits Automatic Camera-based Road Defect Detection with Neural Networks S. 305-314

„… Information Classification: InternalMotivationA lot of room for improvement with applicability of AI based …”

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

„… powertrain unit. 3. AI Based Speed Limit Learning ADAS and Navigation applications are based on maps …”

A. Ropers Virtual E/E Test Platform – co-exploration, optimization and validation of ECU architecture and software in the context of the car S. 9-18

„… Infrastructure• Millions lines of code• Software updates over the air• New vulnerabilities from OTA software …”

S. Suo Future of Electrified Powertrain in the era of Software Defined Vehicles and Service Oriented Architecture S. 79-84

„… evolution is aimed to enable full benefits of improved user experience, vehicle cyber security, and …”

Florian Pampel, M. Stapelbroek, I. Hazanavicius Tailored battery systems for entry level up to high performance applications Challenges in battery development S. 99-108

„… design parametersDistance between cell compoundsFree air volume above cellsCooling plate heightBoth cells …”

V. Anselm, I. Kotori Mastering Data Replay and HIL for ADAS and AD together S. 145-158

„… Simulation• Support and Integration of 3rd-party toolsSensor Validation• Over-the-Air Sensor Stimulation …”

S. Singer Next generation SOC’s for domain and zonal architectures – Implications for required semiconductors S. 161-172

„… − Over-the-Air (OTA) Services− Virtualization & Isolation− Network Security and Security Services• Accelerates …”

F. Klebert NDS – The Development and Use of a Worldwide Standard for Map Data S. 315-324

„… a database, but a distributed map data service. It aims to provide a standardized language for …”

M. Raimann New GaN based DC-DC converter concept for future fuel cell and charging applications S. 331-338

„… Deep Dive 9Assumptions • Baseline: typical truck route with 10 kW electric auxiliaries (air cond …” „… electric auxiliaries (air cond., lights, etc.)• 10 kg H2 for 100 km• Hydrogen price 5 €/kg Best price …”

D. Dudic Sustainable Trucking S. 339-348

„… demand sustainable transport solutionsS ainability as key company valueSustainability2Cyan Magenta Yellow …”

J. Hytönen, C. Treviño Continued protection for commercial vehicles and connected services S. 361-368

„… software safely and securely, including a legal basis for over-the-air updatesS T A N D A R D S A N D R E …”

J. Großmann Charging communication for commercial vehicles – as simple as for passenger cars? S. 369-378

„… communicationUse CasesCommercial vehicles (trucks, busses)Light electric airplanesFerriesMarine Vessels…Charging …” „… consumer (e.g. air condition)Automated preconditioning, no manual settings at every bus are …”

R. Weller, S. Manzinger Autonomous Driving @ MAN & Traton S. 395-402

„… aim to plan motions that are• Different vehicle dynamics• Structured and open areas• Different kinds …”

M. Tanimou, T. Stumpf Centralized Architecture in Commercial Vehicles and its impact on Software defined Architecture S. 403-412

„… device IoT device AIoT deviceisolated, stand-alone (e.g., gaming device)connected to one another (e.g …” „… , Service providerBased on open source (AOSP)Modern Vehicle App Development FrameworkOver-The-Air Updates …” „… connectivity, over-the-air updates)AV/AD/ADAS applications Motion/body/steering/... applications Connectivity …”

S. Stesny AEF – Agricultural Interoperability Network – Let’s cultivate the digitalization S. 413-420

„… (DKE)Team40+ members representing OEMs, Software Providers, Data HubsAIDTeamMLBTeam2023Pilot2022ConceptJune …”

doi.org/10.51202/9783181024058

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VDI Wissensforum GmbH (Hrsg.)

ELIV 2021

Reihe: VDI-Berichte

Band 2384 2021

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

„… , 2021152 How would the well-known measure “Test Coverage” be translated into AI-Testing? Just …” „… context of AI-based development, the development team is frequently confronted with the situation, that …” „… . Fig. 2: Improvement steps for AI-based development. Selective Extension of the Data Base In the …”

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

„… AI-based Signal Integrity Monitoring for Integrated Vehicle Health Management Dr. Sasha …” „… will describe how embedded AI-based Signal Integrity Monitoring can be used to detect complex …” „… technology can simplify the data collection and labeling process that is needed to train the AI-based VHM …”

S. Alexander, F. Borrelli, M. Pfeifle Real-time Contextual Intelligence Services for Connected Electrified Vehicles S. 509-522

„… optimization with over-the-air (OTA) optimized control in a horizontally scaled, secure, faulttolerant AI cloud …” „… in the AI/ML space are data inefficient, extrapolate poorly, and are fragile. The use of model-free …” „… . WideSense is a provider of real-time Contextual Mobility Intelligence (CMI) delivered as a Secure AI Cloud …”

Titelei/Inhaltsverzeichnis S. I-XIV

„… Dresden, Dresden f AI – Self learning vehicles AI-based Signal Integrity Monitoring for Integrated …” „… Technologies, Pontiac, Michigan, USA Make AI Testing Meaningful – From Understanding to Mastering of AI Testing …” „… . Becker, D. Pangercic, Apex.AI, Inc., Palo Alto, CA, USA Safety Architectures for Automotive Cross Domain …”

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

„… 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 …”

J. Becker, D. Pangercic A Safety-Certified Vehicle OS to Enable Software-Defined Vehicles S. 435-446

„… . Pangercic, Apex.AI, Inc., Palo Alto, CA, USA Abstract Autonomous driving, connected vehicles …” „… Apex.OS (Apex.AI’s proprietary fork of ROS 2), we addressed real-time and deterministic execution by …” „… integrative, embodied AI, such as the STanford AI Robot (STAIR) and the Personal Robots (PR) program, created …”

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

„… including a new high-performance AI accelerator called Parallel Processing Unit (PPU) that has a vector …” „… VDI-Berichte Nr. 2384, 2021 79 rising usage of artificial intelligence (AI), ML and NN in automotive software …” „… International Workshop on Software Engineering for AI in Autonomous Systems. [14] K. Czarnecki und R. Salay …”

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 …” „… Intelligence (AI) to provide an end-to-end solution. AVs usually rely on several sensors of different types …” „… & Autopilot. [Online]. Available: https://www.tesla.com/AI [2] A. Moujahid, M. ElAraki Tantaoui, M. D. Hina …”

C. Hurasky HERE HD Live Map – more than a sensor for Automated Driving S. 45-46

„… through our platforms we allow them to monetize their data and expand their reach. AI based technology …”

A. Knoll The Case for an Open Integrating Operating System, Middleware Specification Development Approach S. 257-272

„… engines developed for computer gaming would dominate the AI market the way they do today. Apart from …” „… development tools for distributed systems and AI (e.g., Kubernetes and TensorFlow). Therefore, the key to …” „… AI giants would be well advised to consider establishing: VDI-Berichte Nr. 2384, 2021 269 a …”

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

„… models, data and artificial intelligence for smart battery management systems. Energy and AI 2020 …” „… cloud battery management system based on the CHAIN framework. Energy and AI 2021; 5:100088. doi …” „… ] https://www.influxdata.com/time-series-database [13] An introduction to time series databases (aiven.io VDI-Berichte Nr. 2384, 2021 591 [14 …”

K. Heurtefeux, M. Kumar, M. Cassol New Automotive E/E architecture and how TC4xx enables it – From domain-based to zone-based approach S. 429-434

„… VDI-Berichte Nr. 2384, 2021430 generally possess specific SoCs (e.g. for image or radar signal processing, AI …”

K. Renatus, A. Unger, B. Baker, O. Manicke Machine learning approach towards remote diagnostics and repair of electric vehicle charging processes S. 163-174

„… question of possible solutions arises. In this emergent era of artificially intelligent (AI) solutions, an …” „… discussed why ML should be considered and what “learning” means in this matter. The AI pioneer Arthur …” „… of vehicle and infrastructure. However, over-the-air updates enable the adaption of connected cars …”

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

„… .: Edge Machine Learning for AI-Enabled IoT Devices: A Review. Sensors, 20, (2020), 9, S. 1–34 [20 …” „… and artificial intelligence for smart battery management systems. Energy and AI, 1, (2020), S. 100016 …” „… of the fleet members. The manufacturer aims at optimizing existing fleets and supporting the …”

J. Klesing, P. Schmitt Chassis Health Management – End-to-End Architecture and Methods S. 105-116

„… gn os tic s & R ep ai r A ug m en te d by Pr og no st ic s & P re di ct iv e A na ly tic s …”

F. A. Schiegg, I. Llatser, H. Tchouankem, T. Frye, F. Wildschutte, F. Hofmann Removing Blind Spots – Infrastructure-assisted Collective Perception S. 29-44

„… ]. ICP has been the focus of several research projects. The EU-funded TransAID project [23] performed a …” „… obstacles. The perception data provided by the RSU is aimed at making nearby vehicles aware of potentially …”

D. Bartlett, S. Sesia, T. Yuan Liu Hybrid collaborative positioning/navigation scheme for performance enhancements and local perception improvement for automated driving S. 47-60

„… units with software that can be updated over-the-air and that require integration of software …” „… (TPM) to store required certificates. Second, Over-The-Air update and configuration management of any …”

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

„… vehicle electrification and architectures like central computing power, connectivity, over-the-air …”

M. Rath, N. KN, A. K. Laxminarayana, R. Tandon Automated Driving – How cloud infrastructure plays a vital role in future of validation for Automated Driving? S. 95-104

„… manner. This paper aims to explain how a combination of carefully designed database of traffic …”

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

„… a vehicle graph. This paper aims to present one way to enable Graph Neural Networks for vehicle …” „… paper aims to present the potential of a hybrid diagnostic approach, using a physicsinspired data …”

S. Kraus Automotive Software Development – Is it Different? S. 187-196

„… . On the other hand, more and more OEMs aim to gain software expertise in-house and to develop their …”

T. Fuchs, O. Manicke, M. Zinser, B. Baker Automotive digital twin: An approach for isolating and virtual validating of software updates in end-to-end architectures based on customer vehicles S. 223-236

„… process. Software over-the-air (SOTA) updates allow optimization and change of software within functions …” „… multi-dimensional graph structure, can be monitored through a user interface. The aim of this paper is to develop a …” „… Timing Dimension aims to determine WCET and deadline errors. The weights of nodes and edges correspond …”

I. Trefz Virtual software platform for the car – On the road to the next paradigm shift with VIRTIO standards S. 237-244

„… third-party suppliers. In addition, over-the-air software updates and device management are a must in all new …”

G. Reichart, R. Asmus, B. Mattner AUTOSAR Vehicle Operating System (AVOS) – The Safe and Secure Framework for Automotive System Architectures S. 245-256

„… (HAD), Vehicle-to-X, software updates over the air (SOTA), or vehicles as part of the …” „… high levels of safety, security and over the air updates and upgrades. They key characteristic is its …” „… Graphical Processing Unit support, and standardization and demonstration Over-The-Air software update as …”

M. Schleicher Paving the way for the „Software Defined Vehicle“ S. 273-284

„… support isolation and density of software Cloud enablement (Over-the-Air) Updates for continuous …” „… services Over-the-Air (OTA) Updates enabling continuous deployment of software Consequently, Software …” „… Over-the-Air updates there are specific requirements according to UNECE. A real Software Defined Vehiocle …”

F. Rundo Perceptive Advanced Car-driver Drowsiness Monitoring Neuro-Embedded System S. 317-330

„… the aim of keeping under control the level of drowsiness of the driver. The PPG waveforms (raw data …” „… of the image across to the whole electromagnetic spectrum. The hyper-spectral imaging system aims to …” „… various materials and more. With aims to apply the hyper-spectral theory to 1D signal, the authors …”

Z. Hermon Active Acoustics Innovations Supported by Tuning & Prediction Tools S. 331-338

„… locations and types of sensors and speakers used, computer aided design (CAD) tools play an important role …” „… acoustics to the locations and types of sensors and speakers used, Computer-Aided Design (CAD) tools play …” „… , this also removes the masking effect of the ICE on other noises such as road, wind, or airconditioning …”

S. Selitrennikoff, M. Ortegon-Cabrera Architecting for Secure, Safe and Agile Software Defined Vehicles – Learnings from the Personal Computer industry S. 395-408

„… computing units with software that can be updated over-the-air and that require integration of software …” „… (TPM) to store required certificates. Second, Over-The-Air update and configuration management of any …”

O. Meyer, B. Bohlen Applying Standards for future Vehicle Diagnostic and Vehicle Lifecycle Management S. 409-422

„… vehicles, activation of vehicle functions, fleet management, firmware over the air (FOTA), and …” „… configuration over the air (COTA). On board, the same protocol services are used to support monitoring of …” „… to be in some workshop to get serviced. Given the introduced changes, the SOVD standard aims to …”

O. Bettgens New architecture approaches and their impact on automotive wiring harness S. 427-428

„… , what has not changed over the years is the aim to have the most efficient harness onboard and not …”

M. Bottigheimer, T. Lammle, C. Lammle, V. Schall, A. Wiebelt Wireless Charging for Electric Vehicles with its Boundary Conditions – A Contribution for Market Breakthrough S. 459-474

„… Fehlauslösung von Airbags‘‘, Aktenzeichen VI ZR 107/08, Bundesgerichtshof (BGH), 16.6.2009. [6] Wireless Power …”

J. Langkau, S. Wenz, T. V. Fernandez, L. Pullen, A. Tekavčič, N. Jezeršek, A. Wagner Electric Charge Lid – System components for future charge lid systems S. 475-488

„… a medium torque actuator, a load-free locking concept of the charge lid system should be aimed …” „… access via any connector or over-the-air to the ECU / charge port lid system is possible. ECU can be …” „… ] | Φv…Luminous flux [lm] | A…illuminated surface [m2] | α…angle of the illuminated surface | dΩ…element of …”

G. Castignani, F. Chandelle, S. Jafarnejad, I. Scherer Evaluation of a driver’s compatibility with electric, plug-in hybrid, and hybrid vehicles based on mobility patterns analytics S. 489-500

„… in 2016 and aiming to limit global warming to a maximum of 2, preferably 1.5, degrees Celsius, the …” „… Environment AISBL, it is estimated that by 2025, 172 new BEV models will be launched in Europe [2]. In …” „… Environment AISBL, Transport & Environment, Website …”

C. Bracklo, M. Keller CharIN e.V. – Empowering the next level of e-mobility S. 501-504

„… from the industry were discovered also light electric airplanes and marine applications became a …”

O. Bitsche How to solve the trade-off between vehicle dynamics, traveling time and CO2 emissions. The CO2-Life Cycle Assessment for the Porsche Taycan S. 523-532

„… : 23/08/2021 [2] EV Database, Link: https://ev-database.org [3] PAG, 18/03/2021, Porsche aims for balance …”

J. P. Mercier, O. Ploix Modular, standardized, and innovative Power Electronics for Automotive S. 533-544

„… leading a working group, including OEMs, Tier1 and Tier2 suppliers with the aim of defining a standard …” „… decided to share its thoughts and is leading a working group with the aim of extending the approach to …”

D. Mehlig, M. Muller, J. Treier, A. Loges Long distance e-mobility in the trade-off between battery capacity & charging power – Battery immersion cooling as enabler technology? S. 545-562

„… acceptance in general and not specifically aimed at the suitability of electric vehicles for long-distance …” „… selectable distance of 10 to 1.500 km. The aim here is to minimize travel time through the shortest …” „… Daimler AG. Group Research and Mercedes-Benz Cars Chief Operating Officer. For 2030 the aim of Daimler is …”

K. Brand Shifting Left the development of Electric Vehicle Products, from System to Software S. 563-578

„… expected. The virtual model also aids in the system-level architecture and high-level design process …”

E. Metzker, M. Engelsberger Scalable Automotive Intrusion Detection Systems – From the ECU to the Vehicle Operation Centre S. 613-622

„… fleet of vehicles via an Over-the-Air (OTA) communication interface. An important aspect of this …”

M. Wachs, J. Jager, A. Berthold The Crossroads of Automotive Security and GDPR S. 623-640

„… manufacturers to assess risks for sensitive user data and to take measures to protect them. The aim of ISO/SAE …” „… perform analysis on traffic behaviour such as in this case the airbag control module (ACM). Affected data …” „… ). Those systems aim to increase road safety by preventing accidents or supporting the driver automating …”

doi.org/10.51202/9783181023846

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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J. Schöning, N. Kruse AI-Supported Assessment of Load Safety S. 67-80

„… . Schöning and C. Westerkamp, “Ai-in-the-loop – the impact of HMI in AIi-based appli-cation.” 2023. doi …” „… AI-Supported Assessment of Load Safety Prof. Dr. Julius Schöning, Niklas Kruse, LL. B …” „… such an AI-based safety assessment system in VDI-Berichte Nr. 2417, 202368place, the legal certainty of …”

Titelei/Inhaltsverzeichnis S. I-XII

„… | 09:18:37 | 148 mm x 210 mm DigitalizationAI-Supported Assessment of Load Safety 67J. Schöning, N. Kruse …” „… air must get out of the truck, bus and trailer – Why hydro-pneumatic suspension systems are the …”

M. Wöhrmann The air must get out of the truck, bus and trailer – Why hydro-pneumatic suspension systems are the future for electrified vehicles S. 165-176

„… the energy flow and its losses for an air-suspended system. VDI-Berichte Nr. 2417, 2023170 Fig. 5 …” „… air-spring system occurs in the generation of the compressed air. When considering the losses, it can …” „… air-driven systems lie in the area of availability, low prices for the corresponding tools and low …”

R. Pütz European policy for future road vehicles – technological neutrality or ideological astray? S. 1-12

„… holistic balance. Currently, global emissions from all transport modes (including ships and aircraft) in …” „… concerned, Figure 2 shows for a Euro VI PT diesel bus with DPF that the intake air (in this case polluted …” „… ambient air) contains significantly more particles than the exhaust gas - which hence represents a partial …”

A. Jacquemart-Purson, A. J. Sprung, T. Ille, S. Escherle ANITA Integration autonomous trucks in an intermodal Hub – Starting the automatization of logistic hubs S. 13-24

„… project " Autonome Innovation im Terminalablauf ". This is an application-oriented research project aimed …” „… influencing variables (people, infrastructure, etc.). The aim is to develop sets of rules that ensure …” „… variables (people, infrastructure, etc.). The aim is to develop sets of rules that ensure intelligent …”

C. Liehr The future is Megawatt Charging – A high power revolution on charging infrastructure for commercial vehicles S. 25-34

„… aim is to develop a fast-charging system for ships and demonstrate it at selected locations …” „… VDI-Berichte Nr. 2417, 2023 31The project Green Transport Delta aims to develop a strong battery ecosystem in …”

P. Akerman, A. Rupprecht Dynamic charging for trucks S. 35-46

„… ., India building 40 km each day and aims for 60 km each day [2]. However, the heavy road transport on them …” „… only) sensible application of ERS [9]. Apart from improving the air quality fundamentally the …” „… 1000s of trucks passing each day, are quite noisy and polluted places (both in terms of air and scenery …”

C. Peteranderl, M. Zähringer, G. Balke, J. Schneider Megawatt charging as an enabler for battery-electric long-haul trucks – is that enough? S. 55-66

„… the aim of providing drivers with routes that minimize time and costs, including charging processes …”

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

„… Germany. The paper unfolds that the Heating, Ventilating, and Air-Conditioning (HVAC) system is the …” „… Air CompressorVDI-Berichte Nr. 2417, 202382Definition: Cloud-based vehicle functions (adapted from [4]) Cloud-based vehicle …” „… energy consumers in the vehicle are the drivetrain and the heating, ventilation and air conditioning …”

J. Heseding, P. Meyer-Roesler, D. Rasch Virtual Type-IIa – Software product for homologation of commercial vehicle BEV without additional hardware S. 93-104

„… design of an intelligent system. VDI-Berichte Nr. 2417, 202396This new construct should aim to ensure …”

X. Seykens, C. Bekdemir, P. van Gompel How can hydrogen combustion engines contribute to realizing climate targets? S. 105-122

„… sufficiently high air-excess ratio – for stable combustion and low NOx formation – is highly challenging for …” „… benefit. The low NOx potential is originating from the relatively long hydrogen-air mixing period that …” „… hydrogen into the intake manifold reduces the amount of fresh air in the cylinder allowing less fuel to be …”

F. Schweizer, T. Pflanz, M. Wagenblast, W. Tegethoff, J. Köhler, F. Breuer, L. Frerichs Fuel cell electric drive concept for heavy-duty commercial vehicles S. 123-140

„… heaters, the air compressor and on-board chargers for the 24 V board net. In addition, high voltage …” „… transfer capability is necessary [13]. A high air mass flow must be offered in order to improve cooling …” „… liquid water. Heat from the exhaust gas is transferred to the outside air via the condenser, a gas-to-gas …”

C. J. J. Bellingwout, J. Schleicher Reducing vehicle emissions for vehicles that are already on the road or on the drawing board S. 141-152

„… %Rolling Resistance25%Air Resistance54%Drivetrain7%Other5%VDI-Berichte Nr. 2417, 2023 143 Fig. 2: Different variants …”

F. Domprobst, J.-F. Beaupère Learnings of the 2nd year of CO2 reporting by OEMs S. 153-164

„… truck OEMs to come in 2025. It aims at monitoring, then reducing the CO2 emissions of trucks through …” „… and declare its CO2 emissions to the European Com-mission. Air drag and tire rolling re-sistance are …”

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

„… script for TA tools. Therefore, taking into account the above test infrastructure, a framework aimed at …” „… Symposium on Computer Aided Control System Design (Cat. No.99TH8404). 1999, pp. 587–594 [9] ASAM e. V.: ASAM …”

S. Tjaden, H. Flämig Designing a future-oriented logistics system with driverless driving S. 191-204

„… , 2023200Conclusion The aim of this article is to examine in more detail the possible ecological, economic …”

K. Beck, H. Flämig, R. Höger, R. Schindhelm Non-driving related activities in heavy goods vehicles with SAE Level 3 and 4 – An attempt to systematise S. 205-216

„… application examples, the use as an orientation aid under which aspects NDRA can be considered suitable, the …”

N. Büteröwe, G. Müller, S. Müller, H. Ulmer, S. Reetz Road-Tire Friction Potential Estimation for Heavy-Duty Vehicles S. 217-228

„… under various boundary conditions, aiming to develop a vehicle-independent method for friction potential …” „… features. Future commercial vehicle design will potentially aim for higher levels of automation. In this …” „… divided into "cause-based" and "effect-based" approaches. Cause-based approaches aim to measure …”

B. Lehner What is the UN-R 167 Direct Vision Standard S. 241-246

„… Standard ever. The aim of this new regulation was to reduce risks for pedestrians and cyclists (so-called …” „… without the aid of indirect vision devices such as cameras or mirrors) of the area directly in front and …”

A. Malczyk, M. Kühn, P. König Faster Evacuation from Coaches – What are the Obstacles? S. 261-XIV

„… , focusing on the possibilities for the evacuation and self-rescue of coach occupants and aiming to identify …” „… and seating described above. The aim was to compare the ability of passengers to release themselves …” „… lever-type buckle (familiar from aircraft passenger seats), was included in the trials although not certified …”

doi.org/10.51202/9783181024171

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Automation 2021

Reihe: VDI-Berichte

Band 2392 2021

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

„… AIQIIA: General AI Quality Inspector for Industrial Applications M.Sc. D. Díez Álvarez …” „… all the required theologies like AI, connectivity or automated decision making, are directly crucial …” „… self-adapt to unseen scenarios. Artificial Intelligence (AI) has shown great potential and performance in …”

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 …” „… iterative, AI-driven simulation: in a nutshell, resilience is measured by looking at a bundle of KPIs …” „… explicitly programmed [28]. For our AI-based resilience index approach, we take the influencing metrics as …”

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

„… SRS. In this scenario, the urgent need for an AI-based SRS becomes clear. SRS are smart services that …” „… various stakeholders, special emphasis is given to AI-based data analytics components and real-time …” „… SRS. Therefore, we introduced a design method for specification of AI-based SRS according to the needs …”

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

„… Eingangssignal-Baugruppe (z.B. SIMATIC ET200SP AI 4xU/I 2-wire ST [7]). Im Falle des betrachteten Mess-Services bedeutet …” „… Kommentar (*1) am Beispiel des Analog-Eingabemoduls - AI 4xU/I 2-wire ST (6ES7134-6HD01-0BA1) (*2) Nur am …” „… . SIMATIC ET200SP AI 4xU/I 2-wire ST) gibt es in verschiedensten Baugruppenklassen sowie für verschiedene …”

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

„… Intelligence for Industries (AI4I), IEEE, 2019. [3] S. Baer, Kumar Mohanty, Punit, D. Turner, and T. Meisen …” „… Artificial Intelligence for Industries (AI4I), IEEE, 2019. [9] S. Qu, J. Wang, S. Govil, and J. O. Leckie …” „… space to scale the concept to arbitrary products To solve the MrFJSP using Deep RL, we aim for a …”

Titelei/Inhaltsverzeichnis S. I-XVI

„… , Bayer AG Leverkusen AIQIIA: General AI Quality Inspector for Industrial Applications …” „… . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 679 E.-M. Neumann, B. Vogel-Heuser, J. Fischer, Lehrstuhl AIS, Technische Universität München; P …” „… . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 705 F. Bi, B. Vogel-Heuser, Technische Universität München AIS, München; H. Dettmering, Prozesswerk …”

C. Siegwart, F. Scherhag, K. Pervölz, G. Frey Ontologiebasiertes Security Management S. 365-376

„… ontology. 2001 [20] Musen, M. A.: The Protégé Project: A Look Back and a Look Forward. AI matters 1 (2015 …”

M. Waßmer, M. Maurmaier, A. Stutz, V. Pazmino Betancourt, B. Liu, J. Becker Modellgetriebene Entwicklung für service-orientierte Automatisierungssysteme in der Prozessindustrie S. 305-316

„… 001 F InputValue FIC002 AI001 YS005 NC002 VDI-Berichte Nr. 2392, 2021308 5. Der Modellgetriebene …”

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

„… , monitoring, and optimization, VDI-Berichte Nr. 2392, 2021 259 such as AI- based approaches for plant …” „… (similar to a flight departure board at an airport). • Integrated preventive in-process maintenance can be …” „… Optimization,” in Computer-aided Chemical Engineering, 2013, vol. 32, pp. 865–870. [6] X. Qin, Y. Luo, N …”

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

„… Synchronisierung der Modelle mit dem aktuellen Anlagenzustand sowie der Kopplung von datengetriebenen Ansätzen (AI …”

V. Gowtham, A. Willner, W. Pilar von Pilchau, J. Hähner, M. Riedl, N.-S. Koutrakis, J. Polte, E. Uhlmann, J. Tayub, V. Frey A Reference Architecture enabling Sensor Networks based on homogeneous AASs S. 5-16

„… Cyber Physical Systems (CPS). PI4.0, in other words, aims to close the gap between the contrasting …” „… Administration Shell (AAS) aims to create a virtual representation/twin of a physical asset, such that a DT or …” „… Configuration. Aim of these approaches is to shorten the real commissioning. Popular are specifications like …”

D. Braun, M. Weyrich, W. Schlögl Eine Methodik zur Erstellung multi-dimensionaler Modelle des Digitalen Zwillings für automatisierte Produktionssysteme S. 29-42

„… modeling methods and tools: a survey,” Computer-Aided Design and Applications, vol. 15, no. 3, pp. 443–464 …”

L. Wulff, M. Brand, T. Schüppstuhl Augmented Reality für hybride Programmierung von Industrierobotern S. 43-54

„… be introduced to a shopfloor worker more feasibly with the help of AR. In turn this can aid with …”

D. Göllner, T. Klausmann, M. Kiele-Dunsche, H. Stichweh Creation and Usage of Digital Twins in the Life Cycle of an Automation Solution S. 75-86

„… an AAS can generate added value. To aid the implementation of the use cases, the necessary basic …” „… understandable by humans. To aid in the understanding of the data, an AAS Viewer is used. The browser-based tool …” „… generated in the course of this phase. Automation suppliers provide tools aiding the machine builder during …”

M. Sarna, J. Weist, A. Tegtmeier, A. Lüder Bereitstellungsmethoden von ungeordneten Werkstücken in den automobilen Produktionsprozess S. 117-130

„… production. This understanding can be built on the functional requirements for bin picking. The aim of this …”

D. Patel, A. Hoell, T. Schildknecht, E. Eberhardt, V. Seelman, P. Becker, M. Stumpert A look inside functional safety over 5G S. 155-168

„… transmission channels. Safety protocols aims at reducing the residual error probability of the data …”

A. Karaagac, J. O. Schmitt, D. O. Schulz Bridging the Gap in Digital Systems using Automated Model Transformation Concepts S. 169-182

„… fundamentals of engineering-, SCADA- or analytic-tools aiming application development. Although these standards …” „… practices, the proposed solution is aiming to create a transformation workflow that simplifies the …”

M. Krüttgen, J. Müller I4.0-Verwaltungsschalen als Wegbereiter für optimierte Engineering- und Betriebsprozesse in der prozessnahen Gebäudeautomation S. 221-234

„… , https://simulationresearch.lbl.gov/modelica/ ; Aufruf am 03.03.2021 [15] AixLib: RWTH Aachen …” „… , https://www.ebc.eonerc.rwth-aachen.de/cms/E-ON-ERC- EBC/Forschung/OPEN-SOURCE/~modh/AixLib58/; Aufruf am 03.03.2021 [16] VDI 3693: Virtuelle …”

P. Ochudlo, S. Stemmler, D. Abel Adaptive Massenstromregelung einer Pfannen-Gießmaschine mittels virtueller Sensorik S. 235-248

„… . [3] Noda, Y.; Kofu, Y.; Fukushima, R.; Aichi, T.; Terashima, K.; Suzuki, M.; Ohta, K. (2012 …”

M. Blumenstein, A. Fay, A. Stutz, M. Maurmaier, M. Barth Vergleich und Zusammenführung des Open Process Automation Standard (OPAS) und der VDI/VDE/NAMUR 2658 S. 261-274

„… Standard (OPAS) and the VDI/VDE/NAMUR 2658 guideline aim at standardizing open automation systems. The …”

F. El Sakka, A. Fay Durchgängig konsistente Darstellung von Verriegelungen im Engineering prozesstechnischer Anlagen S. 317-334

„… dem Datenmodell Computer Aided Engineering eXchange (CAEX), welches in [12] definiert ist und einen …” „… Cause-Effect Charts, in Computer Aided Chemical Engineering, vol. 31, pp. 1642–1646, Oxford: Elsevier, 2012 …”

A. Löcklin, M. Müller, M. Weyrich, C. Kotsch, K. Krüning, M. Rentschler, C. Ebert Testen 4.0 in der Automatisierungstechnik: Agiles modellbasiertes Testen vernetzter Systeme und Komponenten S. 335-352

„… 2021). [23] W. Krenn, R. Schlick, S. Tiran, B. Aichernig, E. Jobstl und H. Brandl, „MoMut::UML …”

M. Runde, C. Barth, G. Wartmann, M. Brcic NAMUR Open Architecture – Security for NOA S. 353-364

„… Prozessautomatisierung adaptiert werden. Abstract The aim of NAMUR Open Architecture is to promote the data openness of …”

S. Merkelbach, L. Urbas, J. Gatter, R. Tan, M. Gärtler, R. Gedda, F. D. Bähner Automatic Detection of Start and End Times of Batch Phases for the Process Industry S. 477-490

„… batches. For the real plant we first used 10% of the data for training which contain 117 batches. The aim …” „… errors complicate the classification. Future work is aimed at teaching the model the sequence of the …”

C. Härle, M. Barth, A. Fay Betriebsparallele Adaption einer Co-Simulation für diskrete Fertigungsanlagen S. 517-534

„… criterion (AICC) oder das Bayesian information criterion (BIC) besser eignen. Das AIC berechnet sich nach …” „… Vergleich mehrerer Modelle ist ein minimaler AIC-Wert zu bevorzugen. Die Berechnung der Modellgüte mittels …” „… , dass sich Alternativen wie das Akaike information criterion (AIC), das Corrected Akaike information …”

P. Sehr, N. Moriz Zustandsüberwachung und Klassifizierung manueller Montageprozesse mit selbstadaptiven Modellen S. 557-570

„… Conference on Computer Aided Control System Design, 2006 IEEE International Conference on Control …”

E.-M. Neumann, B. Vogel-Heuser, J. Fischer, P. Puntel Schmidt, M. Witte, N. Langer, L. Becerril, M. Bengel Refaktorisierung von Steuerungssoftware cyber-physischer Produktionssysteme – Potentiale und Nutzen S. 679-690

„… Nutzen Eva-Maria Neumann, Univ.-Prof. Dr. Birgit Vogel-Heuser, Juliane Fischer, Lehrstuhl AIS …”

N. Maisch, M. Both, J. Müller Interoperable Interaktionen semantisch heterogener Industrie 4.0 Komponenten auf Basis einer Capability Ontologie für die Technische Gebäudeausrüstung S. 691-704

„… Energien und Fluiden ausstattet. Durch eine Versorgung mit Luft („Supplying_Air“) kann zudem zusätzlich …”

F. Bi, B. Vogel-Heuser, H. Dettmering Auswirkung und Folgen Technischer Schuld in mechatronischen Systemen und daraus resultierende Anforderungen S. 705-712

„… Anforderungen M.Sc. F. Bi, Univ.-Prof. B. Vogel-Heuser, Technische Universität München AIS, München …”

D. Persson, J. Pohl, A. Rieder Increased reliability and safety in Coriolis flowmeter operation by monitoring its physical response to process conditions S. 737-750

„… , aiming to improve the plant availability while reducing operative expenses by providing the user with an …”

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

„… D geometries. BaSys 4.0 [7] aims to be the operating system for industry 4.0. Its main goals are …” „… communications (URLLC) in industrial use cases. This paper aims for a paradigm change from application agnostic …” „… the control strategy for the parameters explained in the following. Co-design aims to answer several …”

R. Kremser, N. Grabowski, D. Tutsch, R. Düssel, A. Mulder Comparison of different spike detection methods in Hall-Héroult cells S. 763-XVIII

„… airburn, carbon breakage or anode drop-offs, stub damage and/or iron contamination as secondary effects …”

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