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VDI Wissensforum GmbH (ed.)

ELIV 2021

Series: VDI-Berichte

Volume 2384 2021

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

„… Make AI Testing Meaningful From Understanding to Mastering of AI Testing Dr. Ulrich …” „… mission for the automotive industry. However, testing of AI is not yet a widespread and well understood …” „… discipline. Testing an AI driven system means testing 1.) that the code is correct, 2.) what has been …”

T. Fricke, F. Schuck, J. Vogelpoh, J. Ax, R. Stolpe, H. Amelunxen Collaborative Development of a Test Environment for Automated Driving S. 5-16

„… test cases must be passed. In a test strategy that emphasizes virtual testing for the sake of …” „… efficiency, hardware-in-the-loop (HIL) testing of HPCs and of the combined system of HPC and sensors plays a …” „… key role, bridging the gap between prototype and fully virtual testing (software- or …”

S. Wonneberger, S. Balci Reliable Validation of Highly Automated Driving Functions by Increasing the Virtualization Level of High Performance Computing Platforms and Smart Sensors S. 17-28

„… infrastructure and reduction of real hardware, HiL-based testing to only those testcases targeting hardware level …” „… testing coverage and offloading HiL-based testing into an easier data center scalable SiL framework …” „… be achieved by an early and continuous integration and testing process over all development phases …”

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

„… testing of the individual components as well as the integration of all parts into a vehicle is complex …” „… coverage has to be achieved and documented during testing. But to measure code coverage, the code has to …” „… important that all tools can be integrated into the current continuous integration/continuous testing …”

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

„… iterated many times during the development process. Much like design verification, bench testing or …” „… development process itself, so clearly, reducing development and testing time with process efficiencies leads …” „… tradeoffs. Prior to bench testing, as much verification and analysis as possible must be performed using …”

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

„… the components needed for offline (e.g., mapping, simulation, testing) as well as online operations …” „… lifecycle, no security, ack of testing and documentation, no support for automotive ECUs. ROS 2 To …” „… for homologation. To provide such proof, a holistic, software-first, approach to testing for …”

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

„… multi-physical, scalable, precise, and real-time simulations, enhances testing of software in customer vehicles …” „… [5]. Fig. 1 describes the concept of an automotive digital twin for testing SOTA updates and the …” „… regarding testing. The use cases are classified into the range of used models, simulations, and data, as …”

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

„… ADAS/AD applications are safe requires rigorous testing for millions of kilometres [1] under varying …” „… environment and traffic conditions. Executing this testing of millions of kilometres physically (on road …” „… (HIL) become the need of the hour. Traditional methods of in-premise SIL/HIL testing are extremely …”

C. Schwager Transformation of the Software Integration Process S. 215-222

„… scalable cloud solutions in combination with well-established approaches like HiL testing. Together they …” „… the integration phase. Based on this release candidate and testing, a new SW revision [N+1] is …” „… problem still exists that testing takes place during the release phase. Therefore, there is no benefit of …”

S. Kuhn Combined application of agile practices and functional safety in automotive software development S. 197-204

„… of safety maturity. Therefore, no software that is suitable for vehicle testing may be generated in …” „… vehicle testing on proving ground versus testing on public roads). By suitably integrating safety aspects …” „… testing as part of Continuous Integration supports ISO 26262 as long as suitable tools are used …”

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

„… Integration and Automated Testing Service Oriented Architecture The decoupling of functions from ECU …” „… Continuous Deployment (CD) in combination with Automated Testing. Fig. 9: CI/CD toolchain for High …” „… with shorter cycles for development, integration, and testing Data driven development enabling …”

A. Matarage User Experience – The key to successfully combining electric mobility and connectivity S. 355-366

„… scooter-sharing services, we have been testing and analysing a lot of mobility products and services from a …” „… experience of vehicles and their strengths and weaknesses, using different testing methods. The next part …” „… is the preparation phase for the testing event itself. Prototype vehicles and/or competitor vehicles …”

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

„… prediction of the model includes both training and testing phases. For the training phase, Data consists of …” „… cycle number. The model creates a model and weight information from the data and during the testing …” „… Grafana UI. Experimental Results and Discussions Multiple testing phases have been carried out to …”

Titelei/Inhaltsverzeichnis S. I-XIV

„… Technologies, Pontiac, Michigan, USA Make AI Testing Meaningful – From Understanding to Mastering of AI Testing …”

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

„… parts that pass the required functional testing at the component manufacturer. Fig. 4: Example …” „… testing machine design. Whatever the reason, NTF causes inefficiencies and cost. But by combining …”

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

„… testing at NREL’s facilities evaluating the fit and ergonomics, the easy connection and disconnection and …”

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

„… driver only have very limited time to react. During the performed testing, the V2X-triggered AEB in the …” „… Simulation-Framework for the Design and Testing of Advanced Driver Assistance Systems,” in 2019 IEEE 90th Vehicular …” „… : https://www.abdynamics.com/de/products/track-testing/adas-targets/soft-pedestriantarget. [Accessed 24 August 2021]. [34] J. Thunberg, N. Lyamin, K. Sjöberg and A. Vinel …”

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

„… e.g., from test vehicles and endurance testing. However, especially the latter is immensely expensive …” „… customer feedback [22]. Additionally, shadow testing [23] which is known in the software domain can be …” „… , USA: HarperCollins Publishers 2019 [23] Satyal, S. & Weber, I. et al.: Shadow Testing for Business …”

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

„… testing – ground side, State Administration for Market Regulation; Standardization Administration of the …” „… - Part 7: Interoperability requirements and testing – vehicle side, State Administration for Market …” „… . Validation of wireless power transfer up to 11kW based on SAE J2954 with bench and vehicle testing. No …”

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

„… implemented for testing. Virtual implementations for co simulations, can have different abstraction levels of …” „… testing other RL algorithms, e.g. model-based, as well as comparing alternative algorithms. Secondly …”

H. Zeltwanger CAN XL: The third CAN protocol generation S. 309-316

„… network design recommendations. CiA also organizes CAN XL plugfests testing the interoperability of …”

M. Minzlaff, M. Rucker, M. Schneider Implementing adequate security for UN R 155 with AUTOSAR – Retrofitting existing architectures S. 641-650

„… must be submitted for type approval together with proof of appropriate and sufficient testing. All …”

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

„… the testing data and experience minimum luminance of 3000cd/m2 was defined (when observed …”

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

„… , with the aim of evaluating the robustness of the designed system, such testing mixed PPG signals are …”

doi.org/10.51202/9783181023846

VDI Wissensforum GmbH - SIMVEC – Simulation und Erprobung in der Fahrzeugentwicklung

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VDI Wissensforum GmbH (ed.)

SIMVEC – Simulation und Erprobung in der Fahrzeugentwicklung

Series: VDI-Berichte

Volume 2333 2018

Results in this title

M. Peperhowe, S. Bannenberg, R. Rasche Smart Testing of Intelligent Systems S. 731-748

„… Smart Testing of Intelligent Systems Dipl.-Math. Michael Peperhowe, M.Sc. Sebastian Bannenberg …” „… testing does not seem to be adequate as it relies on existing straight-forward test catalogs. For a …” „… approaches, such as scenario-based testing. A scenario in the context of highly automated driving mainly …”

J. Neumann, T. Tentrup, T. Weck How to calibrate and test advanced driver assistance and autonomous driving systems EoL – From development into the end-of-line S. 527-542

„… systems require large scale testing and validation before vehicles can be released into the market …” „… . While new development processes focus on extensive scenario testing in simulation to cover billions of …” „… test miles, vehicle level testing is important to address integration and to confirm robustness of the …”

D. Frerichs, M. Borsdorf Quality for Vehicle System Simulation S. 835-846

„… use case of the software or system. If the model is used in a simulation method for testing …” „… further quality assurance activity is testing. To avoid misunderstandings among developers and testers it …” „… is recommended to use a common terminology about testing, which is provided by the International …”

F. Amper XiL on Demand – oder wie man sein Testsystem in die Cloud bekommt S. 769-780

„… presented as one possible solution which allows to run various testing environments over the cloud …” „… . Concerning this, both pure virtual testing solutions like Software-in-the-Loop and hardware testing methods …” „… and future testing landscapes are discussed. It is shown, that cloudbased testing is both a valid …”

S. Balci, T. Filler, A. Soppa, S. H. Reiterer, M. Benedikt, H. Szczerbicka Kontinuierliche Integration von vernetzten Steuergeratefunktionen im automatisierten Modellierungs- und Build-Prozess bei Volkswagen – Agile Entwicklung von mechatronischen Systemen mithilfe von Conti... S. 749-768

„… Continuous Integration und Continuous Testing S. Balci, T. Filler, Dr.-Ing. A. Soppa, Volkswagen AG …” „… Folgenden werden das Konzept des im Volkswagen Konzern als Multi Domain Testing bezeichneten Methodik und …” „… der dazu notwendigen technologischen Standards vorgestellt. 3.1 Multi Domain Testing Die …”

J. Wimmer, P. Stopp Einbindung eines pradiktiven Elektro-Chemischen Batteriemodells in ein virtuelles E-Fahrzeug S. 399-414

„… conditions at which the battery has been tested. Thus battery testing and characterization effort is reduced …” „… are required because these models are often used in long testing scenarios, such as drive cycle tests …” „… operation. Additionally, even longer testing scenarios can be performed at the vehicle-level, including …”

E. P. Viña, M. Kleer, K. Dreßler Virtual validation of autonomous vehicles in a 3D Pointcloud S. 337-344

„… systems, the requirements for simulative testing and validation are drastically increasing. The systems …” „… ; on the other hand, the validation and testing of such systems becomes extremely complex. The …”

H. Schneider, T. Weck Effizientes Testen von Active-Safety Funktionen auf dem Testgelande und in der Simulation . S. 287-304

„… Efficient Active-Safety-Testing using Advanced On-Road Data Analysis and Simulation DI Hannes Schneider …” „… programs even further. Test reproducibility is very difficult. To enhance efficiency in the testing …” „… testing while allowing comparison with test track references. Furthermore, scenario execution is …”

Titelei/Inhaltsverzeichnis S. I-XIV

„… Wolfsburg Smart Testing of Intelligent Systems …” „… Entwicklung von mechatronischen Systemen mithilfe von Continuous Integration und Continuous Testing …”

K. Büttner, F. Kocksch, A. Zäper Systematik zum Entwurf von Versuchsfeldern unter Berucksichtigung virtueller Absicherungsmethoden – Entwicklung und Vernetzung von Versuchsmethoden und Prufstanden fur virtualisierte Absicherungsproze... S. 315-336

„… Virtual Testing und Vehicle in the Loop in der Fahrzeugentwicklung. Die Methode der modellbasierten …” „… to the introduction of new development methods and tools such as Virtual Testing and Vehicle in the …” „… parameterization road in the Automotive Testing Center of the TU Dresden. 1. Einleitung Die vorliegende Arbeit …”

E. Papoutsis, M. Hojjat, K.-U. Bletzinger Geometric constraints for node-based shape optimization of car body parts S. 75-92

„… pedestrian safety. Specifically, it has a high influence on the head impact testing. Here it is optimized …” „… , testing for intersection with the rest of the mesh. Computational cost of ray tracing was decreased with …” „… smoothness and regularity of the method. Finally, testing of the method was achieved with the constrained …”

M. Benedikt, M. Krammer, M. Wierse, T. Haid, A. Soppa, J. Zehetner Introducing the Distributed Co-Simulation Protocol (DCP) S. 699-702

„… from modular office simulation to distributed testing under real-time conditions. Furthermore, the …”

J. Kaths, B. Schott, F. Chucholowski Integration des virtuellen Fahrzeugs in die mikroskopische Verkehrsflusssimulation zur virtuellen Erprobung kooperativer Systeme S. 345-358

„… simulation for virtual testing of cooperative systems Dr.-Ing. J. Kaths, Dr.-Ing. B. Schott, Dr.-Ing. F …” „… Systems. Berlin; 2018. [7] Kaths J., Schott B., Chucholowski F. Virtual testing by coupling high fidelity …”

L. Berger Schnelle Auslegungsmethode fur Ol-Spruhkuhlungen von E-Maschinen S. 795-800

„… . 2333, 2018 795 totype testing. For some multiphase cases, however, the advantage of CFD is reduced due …”

D. Heinrich, M. Baumann, M. Hausner, C. Wuschek Auslegung ohne Referenzzyklus? Entwicklung von Fahrzeugkomponenten und Hybridsystemen anhand realer Feldanforderungen S. 205-216

„… . Abstract We present methods that allow the inclusion of real-world operation in CAE tools and testing …”

T. Porsch, C. Brüggemann, L. Greve, T. Heubrandtner Berucksichtigung von Kerbwirkungseffekten an Stanznietverbindungen in der Crashberechnung S. 645-654

„… : Journal of Testing and Evaluation Jg. 8.H. 4 (1980), S. 199–204. [12] Hoffmann, M.; Seeger, T.: A …”

A. Krätschmer, A Wagner, H.-C. Reuss Lastlose Erprobung von E-Maschinen in der fruhen Entwicklungsphase S. 487-494

„… Lastlose Erprobung von E-Maschinen in der frühen Entwicklungsphase Load-free testing of …”

T. Rinnert, G. Prokop Ein 3-Saulen-Ansatz zur Bewertung der Fahrzeug- und Verkehrssicherheit S. 305-314

„… Testing”, Safety Update 2018, Würzburg, Mai 2018 VDI-Berichte Nr. 2333, 2018314 …”

T. Thüringer, K. Büttner, P. Hantschke Entwicklung einer neuen effizienten Prufmethodik zur Absicherung der Lebensdauer von Elastomerlagern – Vorstellung und Absicherung einer Methode zur Erstellung eines multiaxialen Blockprogramms S. 169-180

„… comparable components. Virtual and real testing of the multi-axial block programs show the preservation of …”

H.-D. Glück, D. Harvey, N. Gómez Osorio Dynamische Turaufbiegung – Ermittlung aerodynamischer Lasten mittels einer CFD basierten Methode S. 847-862

„… need of physical testing. Especially in early program phases where engineers can influence the design …” „… Einflussnahme der Testingenieure bedarf. Ziel ist hier eine detaillierte Druckverteilung VDI-Berichte Nr. 2333 …”

R. Feger, A. Bronold, P. Fuchsluger Vom Herstellungsprozess zur Festigkeitsbewertung langfaserverstarkter Kunststoffe – Durchgangige Prozesskette am Beispiel von G-SMC S. 543-560

„… occurring damages observed in mechanical testing. VDI-Berichte Nr. 2333, 2018544 1. Einleitung …”

I. Vogeler, R. Untermaierhofer, R. Petz, T. Schütz Different methods for road load determination in comparison – Wind tunnel, Wind tunnel method according to WLTP and Coastdown method S. 469-486

„… vehicle using the Wind tunnel method instead of using coastdown testing procedures on a proving ground …”

D. Dorribo Development of mechanism-based models for resistance spot weld failure simulation of multi-material advanced high strength steel sheets S. 585-606

„… cross-sectioned after testing in order to measure the weld dimension, examine the fracture surface and identify …”

A. Karev, L. Harzheim, R. Immel, M. Erzgräber Vergleich verschiedener Formulierungen fur eine „Free Sizing“-Optimierung einer Fronthaube mit der ESL (Equivalent Static Load) Methode . S. 99-128

„… , Pedestrian Testing Protocol, European New Car Assessment Programme, 2015. [15] Harzheim, L., Magalhães, F …”

C. Franke, L. Wagner EAM for CAE – Enabler fur die Digitalisierung . S. 813-834

„… . bei geänderten Richtlinien) Stelle einem Konstrukteur / Simulationsingenieur / Testingenieur alle …”

doi.org/10.51202/9783181023334

VDI Wissensforum GmbH - Dritev – Drivetrain For Vehicles 2018

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VDI Wissensforum GmbH (ed.)

Dritev – Drivetrain For Vehicles 2018

Series: VDI-Berichte

Volume 2328 2018

Results in this title

R. Heckmann Fully automated EOL E-drive testing – Automation and modularity for efficient testing solutions S. II-73-II-84

„… Fully automated EOL E-Drive Testing Automation and modularity for efficient testing solutions …” „… Abstract E-Drives are a challenge in automated EOL testing. Where a test bench in the past was primarily …” „… extensive calibrating and testing functions. Electrical tests must be performed in addition to the tests on …”

R. Buchberger, O. Grieshofer, K. Puchner, R. Sereinig System optimization of electric drives in terms of lightweight design, acoustics and efficiency by means of modern transmission simulation methods S. II-31-II-46

„… means of the Fourier transformation and are used for the modal response simulation. 6. NVH testing …” „… multifunctional NVH test cell at MPT St. Valentin has flexible options for various testing configurations. The …” „… via extensive correlation work between simulation and testing. To simplify the process and yet get …”

N. Dudin, S. Ott, A. Albers, R. Misch, T. Rochlitzer Virtualizing validation processes of electrified powertrain generations S. II-47-II-72

„… the dependency on expensive physical prototypes and testing vehicles. Based on the IPEK-X-in-the-Loop …” „… activities that are usually carried out with prototype vehicles in road-based testing are reallocated …” „… environments. This decreases the reliance on physical component and vehicle prototypes for testing and …”

S. Prebeck, M. Hiemer Requirements for agricultural and construction machinery drivetrains derived from “autonomous driving” S. III-105-III-106

„… recognition comes with higher testing effort that should not be underestimated. The big amount of sensors and …” „… entire vehicle system. Conventional bench and vehicle testing will therefore be supplemented by the new …”

M. Hein, T. Tobie, K. Stahl Holistic approach for fatigue life design of vehicle transmissions S. I-131-I-146

„… testing for approval of the gearbox system. The basic calculation of the load carrying capacity is based …” „… can be used to describe the fatigue life behavior. It can either be obtained by extensive testing or …” „… obtained by extensive testing or from literature / standards (e.g. ISO 6336-2 [2] and 6336-5 [4 …”

A. Dietrich, H. Klampfl “Friction Stir Welding” – Lightweight through manufacturing technology – The path from a concept to revolutionary gearbox manufacturing S. I-385-I-396

„… proven by application and testing the technology on an existing product. The product, which was chosen …” „… a big interest in the possibility to disassemble the gearbox after the joining and testing …” „… testing of a drivetrain product. The expected weight and package benefits were more than achieved (see …”

A. Viehmann, R. König, S. Rinderknecht Investigation of gear shifts in a parallel-series hybrid powertrain with dog clutches in a demonstrator vehicle (two-drive-transmission with range-extender, DE-REX) S. I-323-I-346

„… , is used as testing area. Fig. 4 shows the demonstrator vehicle at the testing area. Finally, Fig. 5 …” „… . Fig. 4: Demonstrator vehicle at the testing area of TU Darmstadt Fig. 5: Engine compartment after …” „… while testing and while enhancing the transmission control, this mode change was not performed at full …”

D. Güth, J. Haupt, T. Gassmann Seamless-shift two-speed eAxle with torque vectoring S. I-255-I-268

„… Vehicle Testing The eTwinsterX offers a high flexibility of integration possibilities as shown in Fig. 7 …” „… ) as a front axle, b) as a rear axle and c) for a PHEV as P4 eAxle. For developing, testing and …”

K.-P. Fritsch Industry 4.0 in the automatic transmission production S. I-397-I-412

„… the terminal of the future. This is already being used for testing purposes and the connection to the …” „… . Design and testing of a procedure to identify the expected change demand among employees and …”

T. Nishikawa, Tomoo Kubo The development of a low friction and low viscosity final drive oil S. I-347-I-356

„… tester was used to test and evaluate under mild lubrication condition, whilst for testing and evaluation …”

M. Werra, A. Ringleb, C. Sieg, F. Küçükay Thermal behavior of 48 V hybrid systems S. I-529-II-VI

„… . Rochlitzer, AUDI AG, Ingolstadt Fully automated EOL E-drive testing – Automation and modularity for …” „… efficient testing solutions …”

M. Roßhuber, G. Schromm, K. Kranz The new BMW automatic transmission – Challenges in development S. I-11-I-22

„… ), which has mainly been developed both at BMW and at the supplier through testing and application work …”

B. Chamberlin, E. Gold HEV P2 module concepts for different transmission architectures clutch and e-motor options S. I-441-I-450

„… resistance of the winding, which correlates to higher overall efficiency.) Both analysis and testing have …”

M. Mileti, H. Pflaum, K. Stahl TorqueLINE cone clutch: Thermo-mechanical stability of cone clutches for ATs S. I-357-I-368

„… performed at FZG with the purpose of testing its thermo-mechanical stability. In particular, a coupled …”

R. Savelsberg, P. Griefnow, G. Birmes, A. Sehr Advanced powertrain functions of 48 V hybrid vehicles – Efficient powertrains does not exclude driving pleasure S. I-499-I-516

„… testing of the mild hybrid functions are presented. First, the influence of sailing and recuperation on …”

M. Bahne, U. Frey, G. Schlager Transmission technology contribution to CO2 roadmap – a benchmark S. I-285-I-304

„… the output of these will be compared to real-world testing data acc. to NEDC and WLTC, and also to …”

doi.org/10.51202/9783181023280

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VDI Wissensforum GmbH (ed.)

ELIV 2023

Series: VDI-Berichte

Volume 2423 2023

Results in this title

I. Lidovski, A. Geynis Tales from a Penetration Testing Team S. 497-502

„… Tales from a Penetration Testing Team Insights from zero-day automotive vulnerabilities discovered …” „… or configuration, and build effective strategies for mitigating the risk. Our penetration testing …” „… validation stages to harvest the “low hanging” security fruit. Penetration testing, based on labor-intensive …”

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

„… Development and Testing Autonomous Vehicles (AV) at Scale It’s all about the data! Dipl.-Ing …” „… acquisition in the vehicle for development For developing, testing and subsequently validating control units …” „… : IBM Global Data Platform for Unstructured Data Cloud-adjacent Hardware-In-The-Loop (HIL) testing …”

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

„… completely understand. You could argue that testing a battery is closer to testing the human body than a …” „… performance, reduce testing times, and scale up production—and we see that the industry needs to make a lot of …” „… technology moves at lightning speed, so must battery cell testing approaches. Historical approaches do not …”

A. Kraus, R. Lokner Virtual Homologation – new opportunities for the automotive industry to enable more efficient development processes and improving safety and quality of vehicles for high scaling software updates S. 437-442

„… scalable testing to be performed, simulation provides a basis for tackling the complex and diverse tasks …” „… validated. As software has become an integral part of vehicles, homologation – as this testing and …” „… SÜD now face the challenge of testing and granting approval of the systems in question. Given these …”

O. Kotte, L. Beermann, D. Ziegenbein, S. Ravi, M. Vinnakota Master Algorithm for Event-based Co-Simulation with FMI 3.0 for Timing Accurate Software-in-the-Loop S. 447-462

„… real-time automotive systems, Software-in-the-Loop (SiL) represents the state-of-the-art for testing …” „… software code at design time. SiL environments focus on testing the functional software behaviour …” „… interaction using a fixed time step simulation. This simplification prevents credible virtual testing and …”

K. Fuchs, G. Hasenbichler How Data-driven Approaches Enhance Agile and Quality-assured Software Development for AD S. 663-672

„… identify critical situations (corner and edge cases) and transfer them into a reproducible testing …” „… used in any testing platform it needs to be digitalized, i.e., a digital twin needs to VDI-Berichte Nr …” „… retraining and testing increase the maturity of software towards SOP by every single loop. So, having …”

M. Kremer Vehicle-to-vehicle (V2V) communication as enabler for improved automated driving functions S. 17-26

„… the initial testing, a focus was placed on the transmission of data over the 802.11p WiFi network to …” „… recorded test track testing with received V2V input from the ego vehicle (highway) incl. received and …” „… shared. One special focus for future testing should be placed on different test locations to assess in …”

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

„… such as heavy rain, fog, or an overturned vehicle and require extensive testing to ensure statistical …” „… characteristics. Consequently, conventional software testing methods are no longer applicable for the validation …” „… . Summary In this paper, we investigated a new approach for testing and analyzing the reliability of object …”

A. Weichslgartner Automotive Software Vulnerabilities: Strategies for Early Detection, Mitigation, and Prevention in the Software-Development-Lifecycle S. 463-478

„… design and testing methods could be used to minimize critical vulnerabilities during development. 2 Data …” „… used OpenSSL library that had a profound and far-reaching impact. Therefore, security testing and …” „… security testing methods like fuzz testing and sanitizers (see Section 4.5). Such testing should be deemed …”

H. Bastian An Approach to Digital Lifecycle Management as a Service S. 443-446

„… systems presents challenges in terms of development, testing, validation, and ongoing maintenance. This …” „… enable rapid development, testing, approval, and deployment of updates. This synchronization ensures that …”

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

„… design. Automotive qualification of hardware components demonstrates such durability by testing under …” „… . Figure 2b shows a Volvo semi tractor-trailer instrumented for live testing. Data was acquired using this …” „… development and testing of the system now in actual streets and intersections. Live test statistics are …”

M. Nestoriuc, H. Walia Criticality driven data acquisition in autonomous driving – A basis for completeness and safety argumentation S. 1-16

„… testing and validation in the field of highly automated driving systems. The project presents a …” „… non-critical. This classification is valuable for categorizing and prioritizing scenarios during testing and …” „… scenario-based testing approach. In the project, 3 base Functional Use Cases (FUC) are defined, which describe …”

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

„… , 2023546Software, we will, however, discuss using how a cloud backend can be used for testing with a …” „… fulfill availability, and real-time response requirements. Testing alone is not sufficient to prove that …” „… testing to prove that application faults do not propagate to other applications will be difficult for …”

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

„… . Requirements data For the training, validation, and testing of the different AI models we used the following …” „… ) was used for testing. As shown in Figure 4 the model was not able to generalize well with an accuracy …” „… results in accuracies of almost 90% (for learning rates 1e-5 and 2e-5) on test data when testing on 15% of …”

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

„… In-Cabin Dataset Within this work, we examine two camera mounting positions for testing the gender and age …” „… : Two camera positions for algorithm testing – one capturing NIR and RGB images from the driver at the …” „… , J. R. Crandall, and W. D. Pilkey, “Out-of-Position Occupant Testing (OOPS3 Series),” no. September …”

A. Malvankar, S. Riediger, V. Kumar Konenki, F. Probst, M. Marx, A. Jasoliya, J. Philipp Hake Continuous System Architecture Development for Automated Driving Features S. 307-320

„… and system and vehicle testing. Fig. 1: The DevOps approach The application of the above-mentioned …” „… testing is supported, as aligned with [6]. Furthermore, the model-based specification is usually spread …” „… for requirements-based testing. For example, the behavior of ADAS features can be described in …”

T. Löhr, B. Bauer Supply chain security risks of software driven products S. 479-496

„… swiftly and effectively. VDI-Berichte Nr. 2423, 2023 485Testing and simulation exercises, such as tabletop …” „… fraudulent safety testing and certification processes. Components that have not been properly tested or do …” „… , encryption, monitoring, and testing to ensure the integrity and safety of vehicle components. Additionally …”

Titelei/Inhaltsverzeichnis S. I-XVI

„… , GermanyDevelopment and Testing Autonomous Vehicles (AV) at Scale 149F. Kraemer, IBM Germany, Frankfurt Vehicle …” „… T. Löhr, B. Bauer, P3 automotive GmbH, Wolfsburg Tales from a Penetration Testing Team 497I …”

S. Choi An evolutionary approach to commercializing autonomous vehicles S. 673-676

„… commenced public road testing in Ger-many and are set to expand their trials to Austria, France, Italy, and …”

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

„… over the loops iterative further. In exactly the same way the gradual testing and release take place …” „… basis for testing. 4.2. Component Development As described above, virtualization of the development of …”

S. Miller, L. Nicoletti A Holistic Approach for Designing a Battery Electric Vehicle Thermal Management System S. 77-90

„… of a mid-size BEV that enables virtual testing of the entire vehicle within a single simulation …” „… presented in this paper can simulate several hours of testing in a few minutes. It can be used in …”

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

„… , stress-testing safety algorithms, and even developing new vehicle designs to improve aerodynamics and fuel …” „… systems, testing of designs, and rapid prototyping. Analysis of Requirements: A text classification …”

A. Heise Plug & Play High-Performance Computer (HPC) and Fluid Cooling Solution S. 159-168

„… development costs. The cooling solution with cost-efficient flexible pads is in the testing phase in 2023 …”

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

„… lifecycle, from requirements to coding, and from testing to the start of production and beyond. Fig. 6 …”

A. Hensel, D. Derix, J. Bornwasser Power electronic system technology for future high-power charging systems on highways or large inner-city electric charging stations with several MVA system size S. 235-246

„… efficiencies. Testing of the system is planned for 2024. The advantages of the system are its high energy …”

J. Hansson, L. Henderson, M. Sadeghi Kati, D. Möller, S. Ray, S. Schoutissen Safe and efficient regenerative braking strategies for BEV heavy vehicle combinations S. 91-102

„… regulation. This topic will be elaborated more in Vehicle Testing and Discussion section of this paper. Fig …”

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

„… with as simple as developing and testing code on development system with the same instruction set as …”

N. Kechler, E. Sax, N. Venkatesh Key Factors of a robust and safe Automated Driving Function – Transferable Insights of City-Bus Platooning in Munich S. 677-688

„… different engineering areas and different manufacturers. Uncertainty Despite the current used testing and …”

M. Pfeifle, N. Zeller, A. vom Felde Combining ADAS and SD Maps for Augmented Reality Guidance S. 135-148

„… . Extensive testing and validation processes, along with redundancy strategies, will be necessary to address …”

N. Ilg, D. Sisejkovic, P. Duplys Where is Everybody? – Looking for Remote Attacks on Cars in the Wild S. 623-634

„… test benches (e.g., in this technical report [12] a test bench for a head unit is shown), testing …”

O. Schmidt, K. Albers, P. Rehkop, R. Münzenberger Strategically Migrating, Mapping and Scaling Software to new SoC, domain and zone architectures and HPC S. 169-184

„… present a method of predicting, simulating, analyzing, optimizing and testing the migration, mapping and …”

O. Meyer, B. Böhlen Mastering the software update complexity of modern vehicles S. 199-210

„… management and minimizing the testing effort required. With PRODIS.LCM DSA offers a solution to implement the …”

A. Beyfuß, M. Wirtz, T. Hein, J. Feng, P. Crowther, O. Forrest QuietComfort Road Noise Control – Helping Carmakers Design Better Cars S. 39-60

„… process requires many cycles of complex prototyping, testing and analysis to find the right balance …”

J. Schlosser, J. Petersohn Maintaining Open-Source based Software S. 267-280

„… and customization. Adequate testing and validation processes should be in place to verify the software …”

F. Mayer, J. Apelt, R. Münzenberger, F. Kraft, C. Winkler Event-Chain-Focused Development of System Architectures Makes Complex Systems Manageable S. 645-662

„… aspect, which is the testing of the system's implementation, is not within the scope of this …”

Z. Bassi, P. Gulden Using Radar and Vision Fusion for Improved Low-light Pedestrian Detection S. 113-132

„… testing, we settled on a depth of 3, and approximately 2560 trees in total. These were trained with ~40 …”

doi.org/10.51202/9783181024232

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ELIV 2019

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Volume 2357 2019

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S. Greiner, H. Löhr, P. Duplys Continuous Security Testing for the Automotive Domain S. 479-492

„… Continuous Security Testing for the Automotive Domain1 Simon Greiner, Hans Löhr, Paul Duplys …” „… semiautomatischen Analysetools. Außerdem müssen Security-Testing-Lösungen für den Automobilsektor eine Reihe …” „… Security-Testing und stellen Anforderungen dafür aus dem Automobilbereich vor. Darüber hinaus präsentieren wir …”

D. Robinson How to Improve Automotive Testing in an Agile Development Process – A Review of Popular Testing Methods and Overview of Advanced Automated User Interface Testing S. 519-528

„… How to Improve Automotive Testing in an Agile Development Process A Review of Popular Testing …” „… Methods and Overview of Advanced Automated User Interface Testing David Robinson, Altia Europe GmbH …” „… consumed by graphical user interface testing. How can automotive OEMs and Tier 1s ensure that the user …”

M. Kremer, M. Kreutz, M. Luxen, S. Christiaens ADAS/AD Systems: Efficient Testing & Validation – From data acquisition to data analytics S. 21-30

„… ADAS/AD Systems: Efficient Testing & Validation From data acquisition to data analytics …” „… examples from real world testing. VDI-Berichte Nr. 2357, 2019 21 Background & Motivation Most …”

Titelei/Inhaltsverzeichnis S. I-X

„… : Efficient Testing & Validation – From data acquisition to data analytics 21 M. Kremer, M. Kreutz, M …” „… Venture GmbH, Gaimersheim Continuous Security Testing for the Automotive Domain …” „… Systemtechnik GmbH, Aachen How to Improve Automotive Testing in an Agile Development Process – A Review of …”

R. Pfeffer, N. Ahn Potential of Training Neural Networks Using Virtual Environments S. 365-374

„… and ROS middleware is described as an approach to testing and validating trained algorithms in a …” „… (KITTI2) and mixed data (right) [6] Testing of AI-Based Algorithms In addition to the possibility …” „… simulation enables the testing of previously trained algorithms. This phase is also referred to as the …”

F. Stahl Integration of Cybersecurity into Development Processes – A Case Study S. 423-430

„… carefully tested for correct functional behavior to avoid safety problems. On the other hand, testing …” „… criticality and exposure include static code review, dynamic analysis, fuzz testing and penetration testing …” „… appropriately managed; e) The processes used for testing the security of the system throughout its development …”

S. Poledna driving platforms – Tailoring fail-operational systems based on production experience in the aerospace industry for the automotive use cases S. 537-550

„… complexity resulting from integration, validation and testing of the software-defined functions. Closed-loop …” „… require re-testing and re-validation of the entire environment, reducing agility and making the prospect …” „… to reduce development, testing and validation complexity and to ensure that essential safety and …”

M. Minzlaff, Marko Wolf Are you Security Compliant? – Current Automotive Security Legislations, Potential Impacts to Automotive OEMs & Suppliers, and First Action Proposals S. 419-422

„… strong and knowledgeable testing team can provide meaningful Action #2 …” „… more easily integrate security testing) and so on. To meet the demanding timelines and avoid …”

R. Ludwig UX in the Automotive Industry – How to make it comparable? S. 57-66

„… inside vehicles. A combination of assessment of relevance, usability testing of pre-defined use cases as …” „… getestet. Die Ergebnisse unseres ersten Ausflugs in die Welt des User Experience Testings haben wir …” „… identifiziert, welche im Vorfeld eines User Experience Testings für Fahrzeuge beantwortet werden müssen: 1 …”

L. Krauß, E. Kögler, M. Bayer, S. Wiechmann, M. Worch, M. Mohamad Development of the Cockpit-UI/UX of the Taycan in an Agile Way – Less is More S. 67-78

„… ) text translation III (English to Chinese, etc.). Testing occurs as of approx. 90% experience …” „… capability. Backlog items are created for the responsible team (14). But testing is not only performed to …” „… iteratively improved (15). For the continuous evaluation we implemented the “Agile Testing” or “Agile …”

S. Acharya, M. Gardner, S. Herz, C. Hosner, F. Lesbroussart Building a Standardized Data Pipeline from the Cloud to All In-Vehicle ECUs and Sensors – A New Opportunity for the Connected Car S. 307-318

„… Quality Assurance and testing to ensure that a given configuration of multiple devices will perform …” „… , with increased testing costs to validate the ECU functions within an OTA data pipeline. Proprietary …” „… , reducing the costs and time for testing during vehicle integration. As we trend towards higher …”

M. Oertel, J. Wolf Safety for Automated Driving with High Performance ECUs S. 395-406

„… Assists or Highway Pilots? With the number of downloadable, safety-related content the testing effort …” „… executed, the idea of installable applications without integration testing all combinations also for …”

N. Knappstein Seeing With Sound – Next-level 3D ultrasonic sensors based on echolocation S. 5-10

„… for a range of applications such as distance measurement, non-destructive testing and medical imaging …”

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

„… production ECU code from models, and testing and verifying the embedded systems with ISO-26262 …”

U. Bodenhausen Mission AI in Automotive – Collaboration Models and Functional Safety S. 375-382

„… between collaboration partners), see Fig. 3. The collection of data for training and testing can be well …”

R. Grave Use of open source software in automotive safety projects – A decision tree for the usage of open source software components in safety projects S. 269-274

„… , since software projects might easily add new components for debugging and testing. Late detection in …”

S. Wagner, F. Wüst, S. Trampert, F. Sehr, A. Middendorf, O. Wittler, M. Schneider-Ramelow Condition monitoring for failure monitoring of power electronic assemblies S. 115-126

„… . This allows for a test with relatively low self-heating. This setup allows testing the measurement …”

A. Shomer The transition to HPC-based vehicle architectures – Cyber Security Implications S. 431-442

„… new cyber security threats. The Argus research team demonstrated in two recent penetration testing …”

T. Zipper, R. Gee Vehicular RF Architectures – Managing integration of next generation automotive wireless systems S. 227-238

„… installations, and testing while the vehicle is on the production line. Wi-Fi for automotive is typically …”

P. Engel, A. Geraldy, J. Wolter Using Cloud-Based Electronic Horizons to Enable Distributed Driving Functions S. 255-268

„… . Of the k subsamples, a single subsample is retained as the validation data for testing the …”

F. Rennig, J. Barthel, M. Sanza, D. Tagliavia CAN FD Light – A novel communication bus supporting digitalization and customization of automotive lighting for the broad market S. 567-580

„… network (CAN) and has over many years developed implementation methods and testing capabilities to ensure …”

M. Brunner, H. Adlkofer Hardware matters: how one chip can impact the security of a connected vehicle S. 455-468

„… testing level and methodology (reaching up to formal verification). Both the report and the list of …”

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