Results (617)

Sort by:

Select all Select all

Page 1

LAND.TECHNIK 2022

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2395 2022

Results in this title

E. Eder, P. Riegler-Nurscher, J. Prankl Estimation of grassland yield from satellite data with ANN based transfer learning S. 293-300

„… Estimation of grassland yield from satellite data with ANN based transfer learning B.Sc. Elias …” „… the biggest challenges with satellite data processing in the VIS and NIR range are atmospheric …” „… disturbances, like clouds. State-of-the-art methods usually use traditional approaches to interpolate data and …”

T. Herlitzius, B. Striller, N. Staemmler, T. Pohl FMIS evaluation and user experience within “Landnetz” S. 501-510

„… management activities, the real challenge for the agricultural companies lies in transferring the data from …” „… Solutions in respect to data management (1). A characteristic of current product innovations is that new …” „… bidirectional data exchange with Farm Management Information Systems (FMIS) or the coordination of neighbouring …”

C. von Holst, O. Klaar A Study on Improving Cross-Company Co-Operation by Systems Engineering Implementation and Application S. 185-192

„… , etc.) Format of transferred data (e. g. ReqIF, XMI, STEP, etc.) Kind of transfer interface …” „… between partners (e. g. email or secure file transfer) Data source of the transferred data (SAP, PDM …” „… been done, considering in particular: Content to be transferred (e. g. requirements, 3D CAD data …”

A. Hecker, B. Striller, N. Franchi Private mobile ad hoc communications and the application in LANDNETZ S. 251-258

„… transfer and local data processing as shown in Fig. 2. The concept is based on flying over the …” „… with the tractor. The transfer of geo-referenced image data within the 5G campus network from the UAV …” „… where data has to be manually transferred between UAV, PC and machine. Furthermore, fertilizer …”

S. Schwich, J. Schattenberg, L. Frerichs, M. Gallmeier Adaptive control of a self-propelled sugar beet harvester S. 447-456

„… separated using task-specific nodes. The most important nodes are a data processor, a load-coefficient …” „… workforce, because the experts’ evaluation of the quality features can be done with the data of the optical …” „… the same data basis. Finally, the rating consumes less time as no beet handling is needed. As method …”

C. Birkmann, J. Wieckhorst, J. Pieper, C. Ehlert, R. Stirnimann, M. Stettler The Integration of a Scientific Soil Compaction Risk Indicator (TERRANIMO) into a Holistic Tractor and Implement Optimization System (CEMOS) S. 29-36

„… include dynamic weight transfer caused by implement forces acting on the tractor. Depending on the chosen …” „… forces, different dynamic weight transfers occur which can have a significant influence on the …” „… several data bases depending on automatic selection criteria or manual user selection. In a next step the …”

M. Rothmund, J. Witte, N. Wolniak, T. Nothdurft AEF Wireless In-Field Communication – Common Coverage Map as a first application for interoperable cooperative field work S. 397-404

„… the IEEE802.11p developments kits. Approx. 17 hours of transferred data was collected which resulted …” „… more data to be transferred. On average one minute of missing data was synchronized within a second …” „… machines from different brands to exchange coverage data directly, continuously, and in real time. This …”

Titelei/Inhaltsverzeichnis S. I-XVI

„… grassland yield from satellite data with ANN based transfer learning � � � � � � � 293 E. Eder, P …” „… ); detailed bibliographic data is available via Internet at www.dnb.de. f Electrical Agricultural Machines …” „… Multi-Sensor Data Fusion with Fuzzy Knowledge-based Controller for Collision Avoidance of a Mobile Robot …”

A. Klein, M. Kissel, P. Pickel, F. de Moraes Boos, V. Kegel GridCON2 – Development of a Cable Drum Vehicle Concept to Power 1MW Fully Electric Agricultural Swarms S. 11-16

„… test data are presented. The undelaying work was funded by the German Bundesministerium für und …” „… . The EDV should meet its main function: the transfer and distribution of 1MW of power via cable …” „… . During these actions the energy transfer needs to be guaranteed. Standard cable drums cool by using less …”

M. Holovač, J. Krzywinski Aspects of sustainability improvement in the design of future agricultural systems S. 203-218

„… supported by the implementation of smart systems collecting and analysing data, which when transferred to …” „… , with a potential to create the smart systems efficiently collecting and analysing energy use data to …” „… increased profits to the company, but transfer financial costs to the user side and ultimately create a …”

F. Kraatz Farming 4.0 ready telematics unit for basic, non-intelligent agricultural machines S. 413-418

„… transfer the data with ISOBUS based data format to connected platforms. The issue today is that the major …” „… relieve the farmer and enable new functions. At the same time, the recorded data is used for automated …” „… data landscape for Farming 4.0. Introduction A relevant component for Farming 4.0 is the telematics …”

F. Keppler, N. Dunkelberg, S. Wagner, K. Janschek Efficient Multi-Robot Path Planning for Autonomous Weed Control on Complex Field Configurations S. 79-86

„… removal along crop rows of complexshaped fields using electric field robots is proposed. The input data of …” „… dedicated navigation strategy enabling successive transfers between the various subfields such as headlands …” „… return trips to mobile charging stations. The transfer routes along the route network are smoothed using …”

S. Becker, B. Kazenwadel, M. Geimer Automation and Optimization of Working Speed and Depth in Agricultural Soil Tillage with a Model Predictive Control based on Machine Learning S. 55-64

„… previously collected training data. Using different methods, for example transfer learning, the network can …” „… agricultural processes. [4] Li et al. draft force model based on ASAE D497 and measured real-time data to …” „… During measurement data collection a wide variation in working depths was detected even though the rear …”

P. Fellmeth Faster CAN for better interplay with highspeed ISOBUS S. 541-550

„… flexible data-rate) based SAE J1939 protocol, its usage and possible integration on agricultural machinery …” „… . Also the demand for such protocols will be shown against the backdrop of ever faster data …” „… announced the support of CAN FD for J1939 based applications. This comprises a much higher data rate as …”

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

„… ., 2018). With this high level of automation, the system is capable of sensing, analyzing data …” „… activities, when the machine is not able to interpret the sensor data correctly, in case of a sensor …” „… video-stream data to determine outcome quality or has to be on site to evaluate the machined soil. Coping …”

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

„… , data acquisition, data processing and data transfer as well as data handling play a decisive role in …” „… data evaluation and processing will take place. On the one hand, this depends on the data or the …” „… amount of data that is generated, and on the other hand, it depends on the infrastructure that is …”

C. Scholz, B. Pamornnak, S. Becker, A. Ruckelshausen Practice of autonomous field robotics compared to a tractor-implement-combination for the example of mechanical weed control S. 111-116

„… machine. Furthermore, important aspects are the data management for the operation of the field robots in …” „… : To create GPS data for both Naio robots (Dino, Oz) and a good setup for the Schmotzer Hoe, a …” „… RTK-GPS-based seeding of corn is needed. To get the GPS data for the Naio robots, the authors used the included …”

F. Pult, A. Stein, M. Geimer Challenges in the Use of Alternative Fuels: Solutions to handle Boil-Off Gas in Agricultural Machines S. 431-440

„… 20 °C and the LNG temperature, the tank geometry and the heat transfer coefficient of which is …” „… System +- Heat transfer Fluid Power Electricity Grid Table 3: Properties of Cryomech AL125 [20] Volume …” „… – https://www.claas.de/blueprint/servlet/blob/2560832/59a08caa5f63934b047b212c5cb4 75dd/443589-23-dataRaw.pdf, Zugriff am 29.11.2021. [15 …”

V. Zippel, A. Olliver, S. Stesny, H. J. Nissen, F. Ahlers AEF – Agricultural Interoperability Network S. 419-422

„… transferring telematics data from one platform to another. In contrast to existing market solutions AgIN is …” „… to actively establish a data eco-system by developing an interoperability network for data platforms …” „… almost everybody is in the need to handle data. Either creating it by themselves or using data from …”

A. Paturle, F. Pinet, A. Duparque, D. Martin, V. Tomis, O. Scheurer, C. Ugarte, M. Lefebvre A tyre integrated sensor to monitor real time soil physical properties S. 327-334

„… potential correlations between tyre sensor data and soil data, as well as their robustness and precision …” „… , field experiments were conducted for two years, in collaboration with Agro- Transfert-RT, UniLaSalle …” „… , and Limagrain. Materials and methods Tyre data The tyre deformation in soft soils has been …”

D. Smart, V. Brill AEF – High Speed ISOBUS – Technology Readiness for a Next Generation Network S. 551-558

„… . This “middleware” will provide more abstract access to the information as the raw data is transferred …” „… ), both control and data logging of each row on a planter, or nozzles on a sprayer, will be possible …” „… control or data logging of the GPS position of every seed! Whether we need that level of accuracy or not …”

A. Schroder, P. Pickel, P. Emberger, J. Spiegel, E. Remmele The Multifuel Tractor – A Flexible Fuel Option to Reduce Fossil Fuel Consumption S. 441-446

„… terms of their functionality and to collect reference data for a later use on the tractor. A QLT Sensor …” „… following figure (figure 3): VDI-Berichte Nr. 2395, 2022 443 Fig. 3: Field test data of the VLO-M1 …” „… maps were created for mixtures of diesel, biodiesel and rapeseed oil in 25% increments. The data …”

M. Wesle-Zehetmair, C. Engelhart, C. Marbach, C. Engelhart Innovative surround sensing conquers the agricultural market! Vision System – a pioneering sensor system for diverse use S. 171-176

„… control unit for sensor data processing. By interlinking all of the vehicle’s surround sensors, a …” „… curr ntly being cre ted with the fusion system and the asso iated central control unit for senso data …” „… transferred to a uniform coordinate system so that the correct positioning of the objects on the monitor is …”

F. Martin, G. Lohrmann, A. Stoll Selective weed control in grassland using high-pressure water jets S. 105-110

„… concept. Based on previously analyzed image data, a device can treat individual weeds by applying a …” „… , 2022106 ISO-XML format so that it could be transferred to controllers with industry standard AEF ISOBUS …”

doi.org/10.51202/9783181023952

No access

Select for citation download

Unsupervised Domain Adaption for Real-World Head Pose Estimation from Synthetic Data

Felix Konstantin Kuhnke

Series: Informatik/ Kommunikation

Volume 883 2023

Results in this title

Fundamentals S. 11-30

„… deals precisely with avoiding negative transfer byidentifying and avoiding unrelated source data (source …” „… anoverview of the terms that are used to categorize transfer-learning anddomain adaptation methods …” „… transfer-learning methods, one can basethe categorization on properties of the problem, properties of the solutionor …”

Partial adversarial domain adaptation for continuous label spaces S. 31-44

„… cycle-consistent image-to-image translation techniques [68] topreserve image semantics during domain transfer.These …” „… state of the art.Then we describe our proposed method. Our description starts witha simple transfer of …” „… ]. However, early works assume identical label spaces, whichmeans that for every sample of source data there …”

Introduction S. 1-10

„… speaking,transfer learning researches transferability of knowledge and DA re-searches transferring knowledge from …” „… for deep learning is that the more data available, the better theperformance. While there may be …” „… exceptions and techniques to bendthis rule, data is highly needed to advance the state of the art in …”

Evaluation S. 61-98

„… is commonly determined on a set of data that is not used fortraining. This data is called test set …” „… testing.split by person split the data so that part of the recorded persons arein the training and the rest is …” „… unrelated datasets are used. One datasetis used for training and one for testing. Only labels and data from …”

Bibliography S. 111-128

„… ] S. J. Pan and Q. Yang. “A Survey on Transfer Learning.” In: IEEETrans. Knowl. Data Eng. 22.10 (2010 …” „… Survey of TransferLearning (2010–2020).” In: IEEE Transactions on Artificial Intelligence1.2 (2020), pp …” „… : 10.1109/CVPR.2016.352.[22] S. R. Richter, V. Vineet, S. Roth, and V. Koltun. “Playing for Data …”

Titelei/Inhaltsverzeichnis S. I-XIV

„… Pose Estimation from Synthetic DataReihe 10Informatik/KommunikationISBN 978-3-18-388310-3E-ISBN …” „… Real-WorldHead Pose Estimation from Synthetic DataVon der Fakultät für Elektrotechnik und Informatikder Gottfried …” „… Adaptation for Real-World Head Pose Estimation from Synthetic DataReihe 10Informatik/KommunikationBlackL …”

Conclusion S. 99-102

„… resampling ofthe source data to avoid negative transfer from source outliers. Withthis approach we lowered …” „… data annotation iscostly and error-prone, making it difficult to obtain the desired quantityand quality …” „… of data. After an initial investment, synthetic face data gener-ation provides the ability to …”

Domain adaptation using relative pose consistency S. 45-60

„… . Our goal is still to improvethe performance on real-world data using only labels from synthetic datain …” „… combination with unlabeled real-world data. Semi-supervised learningis typically used to learn from a large …” „… dataset, which is only partiallylabeled. It therefore utilizes labeled and unlabeled data …”

doi.org/10.51202/9783186883100

No access

Select for citation download

ELIV 2021

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2384 2021

Results in this title

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

„… launching new fleets disadvantageously only little data is available. As solution, we discuss the transfer …” „… a way to quickly release reliable data-driven models for new fleets. We call this transfer of …” „… , current mileage or charging and duty cycle data. These monitoring systems only transfer data, aggregate …”

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

„… different tasks of data transfer and processing on their way from the ECUs into the vehicle security …” „… regarding transfer technologies and data semantics 2. Refinement of security events with value-added data …” „… ) Where the data will be transferred to: Which country, etc., b) What regulations are to be applied there …”

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

„… excessive load on the system's general-purpose compute cores, VIRTIO transfers references to actual data …” „… physical device manager then transfers the large block of data directly from the guest VM to the flash …” „… transfer sizes VDI-Berichte Nr. 2384, 2021 241 Fig. 2: Architectural representation of a virtual platform with …”

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

„… crucial to analyse whether any personal data associated with this use case might be transferred to third …” „… Berthold, LDA Brandenburg, Kleinmachnow Abstract Both cybersecurity and data protection are a mandatory …” „… upcoming ISO/SAE 21434, data protection engineering is not yet well-established in the automotive …”

S. Koller, R. Uerlich, G. Witham, L. Eckstein Concept ELV² – Development of an Electric Drive Axle for Heavy Commercial Vehicles S. 653-XVI

„… valuation Definition of boundary conditions Thermal network model V erification via measured data …” „… nodes can be determined (heat capacity, heat transfer coefficient,...) • Properties are integrated into …” „… a time-independent transfer matrix • Load-dependent transfer coefficients are calculated • Oil …”

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

„… offering services to a physical entity transferring data via connections, by a user interface. Services …” „… using data-driven digital twins of vehicles and infrastructure to perform backend simulations. The …” „… explains how data-driven digital twins can be used for backend simulations supported by intelligent …”

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

„… and transferring it to the digital twin. It is imperative to design the data transfer between modules …” „… of data during the operation of a vehicle, with poor real-time capability and data utilization rate …” „… packs for a fleet of vehicles. This work presents the digital model of the battery, data driven models …”

C. Cremers, P. Hubertus, R. Laszlo, M. Pfeifle, O. Muratov Augmented Reality Guidance based on 6D Positioning and HD Lanes S. 367-380

„… applications. Fusing visual-odometry information with inertial measurement data allows the precise computation …” „… basics of HD map data (as for instance provided by HERE). In Section 3, we outline how visual …” „… data and HD positioning to make driving safer and more convenient. We will conclude the paper in …”

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

„… , data-driven approaches have been favored. They do not require extensive battery parameters like physics-based …” „… experimentally obtained training data. Although these methods are accurate, a massive amount of data is …” „… of charge transfer VDI-Berichte Nr. 2384, 2021 605 to change in SOC. SOH concerning capacity …”

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

„… , victory will be had by the fastest and by those who can readily transfer their products to other domains …” „… . The original meaning of middleware was “the enabling of communication and management of data”, but …” „… tend to fail. Direct sharing of code and/or data, no matter how close to the hardware, is not …”

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

„… . Sensor Processing Subsystem Our test environment basically used CUDA and stream oriented data transfers …” „… more into a classic data center architecture bridging into a cloud backend and reducing the …” „… validation of those systems, the amount of scenarios and test-cases requires the usage of data center …”

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

„… consumption increase heavily the demand in new actuators and sensors, data processing capabilities, data …” „… , more vehicle functions need to be VDI-Berichte Nr. 2384, 2021 429 fed with sensor data from different …” „… control, distribute data and power distribution. The study also shows that the savings is higher with …”

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

„… between the vehicle and cloud. Such an architecture also enables transfer and sharing of data between …” „… business models, software-hardware separation, shorter development cycles, data-driven development as well …” „… development, test, and integration cycles Data-driven development Virtual development To support these …”

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

„… knowledge from experts and empirical data from the field. By combining present knowledge and data more …” „… . Machine learning on graphs is one way to achieve this by learning from experimental fault data located in …” „… no historical data available to learn from at present [2, p. 289]. Other approaches use measured …”

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

„… systems with the installed sensors in the cabin that send data signals to the onboard software control …” „… consist of signals analysis, transfer function estimation, design parameters calculation, performance …” „… prediction through simulation, real-time vehicle data indications, and system components validation …”

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

„… databases, centralized data processing systems for administrations or banks. And much more. So, what is the …” „… transfer of methods from electronics and vehicle component integration is not expedient. They cannot keep …”

B. Kleinsteinberg, A. Hohenhovel Towards lead-acid free 12 V power supply for electrified vehicles and highly automated driving functions S. 593-604

„… EIS-Meter (Digatron GmbH). The analysis of the data and fitting was performed regarding the procedure …” „… resistances Zzarc and Zwarb represent the double layer capacity and charge transfer, respectively. The RC …”

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

„… monitor in a single vehicle to identify a root cause, long-term data collection to improve quality in …” „… , update, and conFig. HPCs and ECUs, and generally support vehicle maintenance by retrieving data from the …” „… transporting the data from the client to server and back again. VDI-Berichte Nr. 2384, 2021414 The …”

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

„… . Components of the digital twin, such as the virtual models themself, services and data structure will be …” „… vehicle, virtual models, services, data, connections, and a user interface [5]. The real vehicle provides …” „… information about its configuration and component wear to a vehicle-related database. Other data about e. g …”

C. Heer, J. C. Gobel, D. Mollahassani, S. Forte Future Collaboration Ecosystem for Automotive Microelectronic Innovation Processes S. 295-308

„… Abstract Due to the dramatic increasing relevance of automotive electrification, new data driven business …” „… management of documents and models, further basic functionalities for data usage and the adequate provision …” „… of data along the roadmap innovation process are also required. In particular, the versioning of the …”

D. Geyer, C. Miedl Safety Architectures for Automotive Cross Domain Servers – Challenges and Potentials S. 447-458

„… substitute signal is applied. A comparable structure is used to monitor the program/data integrity of …” „… hypervisor will care of most of the safety requirements in terms of freedom from interference and data …” „… transferred to distributed concepts with intelligent sensors, actuators and components on the zone and server …”

doi.org/10.51202/9783181023846

Partial access

Select for citation download

Metrology in digital production

VDI / VDE (ed.)

Series: Blaue Papiere

Volume 04/2023 2023

Results in this title

Existing standardised interfaces and models for integration S. 10-16

„… standard has been established for this to date [Pfeifer 2004]. 3.3.1 Data transfer from CAD: PMI and QIF …” „… Q-DAS ASCII transfer format/ AQDEF In the field of statistical analysis of measurement data, the Q-DAS …” „… of data in the Q-DAS ASCII transfer format. Therefore, there is a supplementary specification with a …”

Bibliography S. 26-32

„… metrology for the easy-to-use, safe, harmonised and unambiguous digital transfer of met-rological data …” „… : https://www.q-das.com/filead-min/mediamanager/Datenformat_Dokumente/Q-DAS_ASCII-Transfer-Format_ENG_V12_ec.pdf ) [Q-DAS 2022] Advanced Quality Data Exchange For-mat (AQDEF), Version 6.0, Q-DAS GmbH …” „… documentation - Proce-dure for digital product definition data, 2008-12. ISO 22093 Industrial automation systems …”

Integration of measurement technology into digital production S. 6-9

„… bottom. Pre-dominantly captured data is transferred from the lower levels to the levels above. Horizontal …” „… used in data transmission and processing. Many tech-nologies in metrology, such as image processing …” „… extent without digital data processing. The met-rological application of computed tomography only became …”

doi.org/10.51202/9783949971303

No access

Select for citation download

International Conference on Gears 2019

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2355 2019

Results in this title

S. Nowoisky, M. Grzeszkowski, C. Guhmann, J. G. Pelham Monitoring concept study for aerospace power gear box drive train S. 269-286

„… Wireless Data Transfer Unit (WDTU) must be introduced [6], [7]. Results of early subscale component test …” „… detect journal bearing mixed friction as well as how to transfer the data from the rotating to the …” „… . This area is rotating which makes a wireless data transfer necessary. 4. Wireless Data Transfer …”

J.-A. Meis, F. Teklote, M. Borowski Simulation of the tooth root strength under consideration of material quality, finishing process and size effects S. 161-172

„… assessment based on material and production data using a probabilistic approach. This model can be regarded …” „… data used for the simulation will be presented briefly. Emphasis will be put on the results of …” „… geometrical influences on the stress and strength of the tooth root. In ISO 6336-5 [2] data for the tooth …”

T. Kleiber DIN Q6 meets DIN Q10 – Need for modern internal gear production S. 415-424

„… analysis. By using raw data of the double flank inspection for a post processing transferring time based …” „… treatment (distortions), etc. (Fig. 13). Data of Fig. 12 looks now more satisfying, but a general gear …” „… of each geared part. The transfer path internal gear - planetary gear set transmission - axle …”

M. Lutz, J. Hermes Use of multiple-body simulation during the development process of gear units S. 1077-1086

„… both models with measured data (dotted line in Fig. 1) confirms the necessity to model even …” „… application compared to measured data. Black curve: measured data, gray curve: simulation An existing …” „… measured data. A good agreement between the simulated torque loads of the gearbox and the measured data …”

B. H. Kien, D. Iba, Y. Ishii, Y. Tsutsui, N. Miura, T. Iizuka, A. Masuda, A. Sone, I. Moriwaki Vibration-based plastic gear crack detection system using a pre-learned convolutional neural network S. 1443-1452

„… transfer learning technique. The accuracy rate approached 99% on training data set and 100% on testing …” „… learning provides useful tools for processing and analyzing big machinery data. This motivated us to …” „… neural network. In this paper, an automatic data acquisition system for plastic gears firstly are …”

A. Miltenović, M. Banić, V. Miltenović Prediction of heat generation of crossed axis gearbox S. 583-594

„… test bench for crossed helical gears with overall dimensions is shown in Figure 1. The data of the test …” „… gear pair are given in Table 1. [2] VDI-Berichte Nr. 2355, 2019584 Table 1: Data of the test gear …” „… pair Parameters Data Centre distance 30 mm Module 1.252 mm Transmission ratio 40 Pressure angle …”

B. Karpuschewski, T. Lierse, S. Schulze Inline-deep rolling – a new approach to increase tooth root load capacity S. 1787-1798

„… developed to transfer the advantages of deep rolling to gear manufacturing. 2. State of the art Gear …” „… conversion or rather power transfer. This results in a complex, three-dimensional stress state in the tooth …” „… toothing data - albeit in helical design - these gears are used in a double-clutch transmission in …”

K. S. Ivanov, E. K. Yaroslavtseva Creation of gear self-controlled variator S. 1135-1144

„… motion on two independent output motions. In present time there were data on adaptive two-mobile …” „… the parallel transfer 8-7 from carrier 1H to satellite 5 which procures an exit from mid gear. It …” „… incomplete correspondence of theoretical and experimental data. The effect of force adaptation in the tested …”

J. Tavčar, J. Kos, D. Zorko, J. Duhovnik A multi-criteria polymer gears design optimisation procedure S. 1473-1484

„… reliable dimensioning of polymer gears due to the lack of accurate data on the fatigue strength of polymer …” „… transfer function in the smallest volume. In the second step, the user conducts a detailed control …” „… guideline still has only a limited number of material data available. In the scope of this publication the …”

A. Schiller, T. Beckmann, M. Fratz, T. Seyler, A. Bertz Optical gear measurement: holographic system for 100 % inspection S. 1545-1550

„… techniques deliver more data in less time providing more precise and easier to use results. In gear …” „… integrated into machine tools [5]. The new HoloGear sensor system now transfers this experience to gear …” „… based on this data. 2. Digital multi-wavelength holography Digital multi-wavelength holography is a …”

F. Siglmuller, U. Weinberger, J. Gotz, M. Sedlmair, T. Lohner, K. Stahl Scaling of planetary gear stages according to gear loss similarity S. 115-126

„… data for gear stages with very high power throughput. One possibility is the geometrical scaling of …” „… comparability of the original and the scaled gear stage in order to transfer results and allow conclusions from …” „… Großzahnrädern, Dissertati-on, TU München, 1994 [10] Eastman Chemical: Technical Data Sheet Eastman™ Turbo Oil …”

T. Pinel, J. Bruyere, P.Velex, L. Billet Parametric Study of a 3D trochoidal reducer model with involute profile S. 437-448

„… off-line-of-action contacts( Fig. 2). Table 1: Tooth geometry data for trochoidal reducer Fig. 2: Motion transfer …” „… with small involute teeth Tooth geometry data Tooth number (pinion/ring gear) 51/52 Normal …” „… continuous motion transfer, shown in Fig. 2, is effective under load with a favorable spreading contact for …”

Titelei/Inhaltsverzeichnis S. I-XXVI

„… Nationalbibliographie (German National Bibliography); detailed bibliographic data is available via Internet at …” „… , Research Institute for Applied Sciences, Ooicho, Kyoto, Japan Transfer of the tooth flank stress into an …” „… failure rates 245 M. R. Mauntz, J. Peuser, cmc Instruments GmbH, Eschborn Comparing data …”

M. Fromberger, S. Sendlbeck, M. Rothemund, J. Gotz, M. Otto, K. Stahl Comparing data sources for condition monitoring suitability S. 257-268

„… Comparing Data Sources for Condition Monitoring Suitability Dipl.-Ing. M. Fromberger, S …” „… as well as in industrial practice rely on vibration / acceleration data as main measurement value …” „… . Data Acquisition and Signal Processing Acceleration signals are in practice often accompanied by …”

M. R. Mauntz, J. Peuser Deep online oil analysis of dielectric parameters for life time enhancement of industrial gearboxes – Identification of critical operation conditions for reduction of failure rates S. 245-256

„… installed base sensor in 5b. The communication unit in 5c transfers the data highly encrypted to the …” „… addressed; the data interpretation has to be redefined to the dominating effect. From this, the very …” „… : Offline / onsite spot measurements versus continuous data acquisition. Fig. 2 shows the compact base …”

P. L. Yin, J. H. Wang, C. X. Lu Digital twin of gear measuring center (dtgmc) S. 1521-1532

„… used to construct the geometric error compensation model [9]. At the same time, the error data …” „… and NIST designed standard test data and reference software for least squares fitting evaluation …” „… algorithm of coordinate measurement system[17]. PTB also designed a set of standard test data and conducted …”

B. J . Siewerin, T. Tobie, K. Stahl, A. Dobler Flank load carrying capacity of hard-soft gear pairings S. 173-184

„… transfer it to the permissible contact stress σHP (2). (2) Additionally, Knauer [Kna88] and Simon …” „… allows to transfer the wear behaviour of a test gear pairing to any other gearbox in a practical …” „… , 2019 177 Table 1: Data of the investigated gears Gear parameter Symbol Unit Pinion Wheel Shaft center …”

K. Holder, C. Salander, S. Rudolph, R. Stetter Automated requirements-driven design synthesis of gearboxes with graph-based design languages using state of the art tools S. 713-726

„… . Graph-based design languages in UML (Unified Modeling Language) use a central data model to guarantee model …” „… performance data, a need for a new product design paradigm is obvious. As example for gear systems of …” „… helical gear, 2-stage helical gear, 1-stage bevel gear, etc.), the performance data such as gear ratio …”

P. Lopez Garcia, S. Crispel, T. Verstraten, E. Saerens, B. Vanderborght, D. Lefeber Wolfrom gearboxes for lightweight, human-centered robotics S. 753-764

„… resulting from using the ring gearwheel as the output element facilitates the transfer of high torques to …” „… [17] Engineering Data CSD-2A Component Sets, catalog, Harmonic Drive AG, 2014 [18] Alpha …” „… , and they need a comfortable interface, yet capable of transferring torque efficiently and safely to …”

A. Mihailidis, A. Psarros FEM analysis of the load distribution over the face width of helical gear pairs considering deviations, misalignments and deformations S. 193-202

„… spur gear pair. Its main data are shown in Fig. 1. The second gear pair consists of helical gears (Fig …” „… ] 30 Fig. 1: Gear data of the modelled spur gear Pinion Gear Number of teeth z 13 24 Addendum …” „… DIN 867 Backlash [μm] 30 Gear shaft diameter [mm] 6 15 Shaft length L [mm] 45 Fig. 2: Gear data …”

R. Beilicke, L. Bobach, D. Bartel Transient 3D TEHL simulation of spiral bevel gears under mixed friction conditions S. 529-540

„… elastic half-space, whereby the reduced stiffness at the edges is represented by a transfer to the …” „… epicycloid was selected. The essential geometric data of the gearing are summarized in Table 1. The toothing …” „… height. The operating data of the bevel gear pair can also be found in Table 1. The calculations were …”

K. Smrczkova Wear resistant plastics – Bespoke plastic compounds for plastic gears S. 1345-1356

„… best load transfer is achieved. This approach is generally useful for all wear and sliding application …” „… is possible, including the measurement of necessary material data regarding tribology, mechanical …” „… [ME7]as well as tool design and optimization. Comprehensive data of AL- COM® WP products are available …”

A. D. Rauch, C. Wirth An easy-to-use and fast computational model for the prediction of the influence of manufacturing errors on gear transmission error S. 645-656

„… deviations from the ideal gear geometry due to manufacturing tolerances. The unsteady motion transfer …” „… . Table 1: Gear mesh data for analysis of profile waviness. Length Path of Contact α 15.931 Transverse …” „… mesh data for analysis of sensitivity to misalignment. Length Path of Contact 11.39 Transverse Base …”

T. Kahnenbley, G. Gravel Gear standards for reliable measurement of noise-causing gears – Quick verification of the measurement precision S. 1813-1822

„… oscillation of frot = 69 , which results in a 69th ghost order. The gear data is shown in Table 1. Table …” „… 1: Gear data for the gear ripple standard Number of teeth z [-] 37 pitch circle diameter d0 [mm …” „… one thirtieth of the face width b. Figure 8 above shows the transfer function of the standard …”

K. Mukaiyama, M. Nakagawa, T. Hirogaki, E. Aoyama Investigation of meshing phenomenon of hypoid gears with different offsets via high response infrared video thermography S. 505-516

„… the same position for all frames. As a result, it is possible to obtain temperature data immediately …” „… condition had been conducted only once, and experimental data logged on the same day were compared to …” „… distribution could be acquired. The above discussion indicates that the acquisition of temperature data using …”

B. van Wissen, M. Kanters, F. Mitsuzuka, K. Iwanaga, Ir. A. Hasanovic Predicting wear for high performance plastic gears S. 1323-1334

„… design. Another option is to use data gathered via simplified tests and test specimens, such as a …” „… translating the data of these tests to the application is not as straight forward as it might look. For …” „… it is evident that it will different when the friction coefficient changes, the heat transfer changes …”

V. Heuer, D. Bolton Lean heat treatment for distortion control S. 1749-1764

„… heat transfer coefficients on the surface of the component is very inhomogeneous. These inhomogeneous …” „… specified as 64…69 HR45N. Before the distortion-data was collected, it was made sure that the …”

M. Yilmaz, T. Lohner, K. Michaelis, K. Stahl Minimizing gear friction with water-containing gear fluids S. 669-680

„… increasing vt, because the lubrication regime transfers from boundary to mixed lubrication regime. At high …” „… ] Laukotka, E. M.: Referenzöle Datensammlung [Reference Lubricants Data Collection] (2007). [Loh16] Lohner …”

F. Concli, L. Maccioni, C. Gorla Power loss analysis of different high-power density gearbox typologies: CFD analysis and experimental measurements on a cycloidal gear set S. 101-114

„… half of the rollers transfer forces [2]. A minimum backlash between rollers and cycloidal disk is …” „… a potentially competing cycloidal gear set, geometrical data were chosen in order to have the same …”

A. Carbonelli Transferring knowledge about gear systems to machines in order to improve diagnosis efficiency S. 1065-1076

„… . If Big Data approaches require mostly huge volumes of data to ensure efficiency, we think that …” „… building models on moderate amount of data enriched by human expertise and knowledge form a more suitable …” „… way to deal with most of the industrial situations (where available data is often scarce, especially …”

D. Marino, H. Binz, M. Bachmann Analytical design method for beveloid gears with a small shaft angle and offset S. 391-402

„… method for designing the main gearing data. A key benefit of beveloid gears is the largely arbitrary …” „… for deriving suitable main gearing data for the available mounting space and the desired axis …” „… position. Most analysis and optimization tools for gearings particularly require these main gearing data as …”

B. Schlecht, T. Schulze Improved tooth contact analysis by using virtual gear twins – How helpful is AI for finding best gear design? S. 203-216

„… design modes is thus adequately transferable to neural networks by a sufficiently large amount of data …” „… are load spectra or transient load data from simulations. Under all these conditions, the tooth flank …” „… the existing calculation model, parametric studies can easily be carried out to cover large data …”

M. Zapf, J. Klose, F. Zanger, V. Schulze Analysis of process forces and surface topography when manufacturing case-hardened gears by double flanked hard skiving S. 1647-1658

„… measuring platform from Kistler. Machine, measuring system and data processing were developed, tested and …” „… . 2355, 20191650 Table 1: Workpiece, tool and process data Workpiece data Tool data teeth 23 teeth 3/69 …” „… force per tooth contact. Fig. 2: Evaluation of force data from three-toothed tool VDI-Berichte Nr …”

U. Kissling, U. Stolz, A. Turich Combining gear design with manufacturing process decisions S. 1533-1544

„… constraints. It’s only after the manufacturing department gets the gear design data that the most efficient …” „… data for a complete check of manufacturability is available. The check is therefore simplified and so …” „… . 2355, 20191538 Fig. 5: Requested data for the check, if Power Skiving is applicable Fig. 6 …”

J. Thomas, C. Gosselin, P. Eng Design and rating by means of loaded TCA of straight bevel differential gears S. 493-504

„… converted into point cloud data files which are used as input for the LTCA calculation program BECAL by FVA …” „… gear set has been RE, the tooth flank topography can be converted into point cloud data files which are …” „… drawing data. Differences up to 95 µm can be seen in Fig. 1 after the initial measurement; after RE …”

K. Daubach, Manuel Oehler, Bernd Sauer A method to determine local wear of worm gears with highly resolved circumferential backlash curves S. 595-606

„… determined using the normalised cross-correlation, which describes the similarity of two data sets with …” „… respect to their displacement relative to each other. For two sampled data sets x and y with a number of …” „… the relative displacement of the two data sets. Maximisation of the normalised crosscorrelation gives …”

B. Guilbert, P. Velex, P. Cutuli Hybrid models for the study of gear body dynamic deflections – Gear body modes S. 823-834

„… . 2355, 2019824 3. Test Case Analysis 3.1. Gear data The test case is based on the past SAFRAN HE …” „… design of the power transmission whose data are listed in table 1; the input torque is 310 Nm and the …” „… maximum pinion speed is about 30 000 rpm (~3 000 rad/s). Table 1: Helical gear data Pinion Gear …”

C. Boehme, D. Vill, P. Tenberge Extension of the application limits for crossed helical gearboxes by new geometries for smaller sliding paths or smaller contact pressures S. 1299-1310

„… °. Furthermore, a common normal modulus mn and a pressure angle αn must be selected. The basic data of the gears …” „… . With these data the base circle helix angles βb1,2 can be calculated. The next step is to determine …” „… vectors of the paths of contact, important characteristic data for the mesh geometry are defined. In the …”

M. Trubswetter, M. Otto, K. Stahl Evaluation of gear flank surface structure produced by skiving S. 1799-1812

„… radius and width of a part of the flank. The axial feed used is sax = 0.5 mm/wrev. The used data of the …” „… microstructure on the flank surface. The chosen workpiece is an unmodified involute. The data of the macro …” „… the macro geometry of a workpiece’s tooth space and a tool’s tooth, as well as the data of the macro …”

D. Mevissen, C. Lopenhaus, T. Bergs Calculation of mixed friction conditions in large-scale rolling-sliding contacts for different surface structures S. 555-568

„… unfiltered topography measurement data of the test and counter shaft is used. For verification, the …” „… explained by the consideration of the measured surface topography. Without filtering the measurement data …” „… micro VDI-Berichte Nr. 2355, 2019 555 scale is transferred to the macro scale by look-up tables, such …”

M. Schrank, C. Kiesewetter-Marko, C. Lopenhaus, A. Epple, T. Bergs, C. Brecher Approach for modeling elasticity in the gear honing process S. 1697-1706

„… involute of the honing ring, Fig. 3 on the right. Fig. 3: Gear Honing and Analogy Process Data 6 …” „… findings of previous investigations have to be transferred to gear honing to map the elasticity of the …” „… , the gear honing process is transferred to the analogy process according to KÖLLNER [8]. In the second …”

F. Lubos, Z. Roth Bionic tooth root: fatigue testing and potential on gear units S. 47-56

„… . Table 2 shows the standard modules and the number of teeth of the second stage. Table 2: Data of the …” „… load-bearing capacity of the tooth root are to be verified by tests. A special focus is on the transferability …”

P. H. O. Teixeira, C. Lopenhaus, C. Brecher, T. Bergs Discretization of the contact conditions considering the grain engagement for generating gear grinding S. 1739-1748

„… fit, analysis of the histogram of the actual grains cross-section area Acu data is performed. The …” „… empirical investigation of a single-grain trial and on the transferability of the findings first onto …” „… ]. The outcome of these researches is normally transferred into different available models. In the model …”

K. Lubke Virtual gauge for splined shaft-hub joints – Quality inspection and assembly of involute splines in the context of Industry 4.0 S. 1497-1508

„… thickness/space width an automated data processing can inspect the spline. The result is accepted, when it …” „… external involute spline. It is like the method described in [12] and is transferrable to internal splines …” „… transferrable to other geometries, that require manual gauging with a high effort. With future optical sensors …”

doi.org/10.51202/9783181023556

Partial access

Select for citation download

Partitioned solution strategies for electro-thermo-mechanical problems applied to the field-assisted sintering technology

Patrick Erbts

Series: Mechanik/Bruchmechanik

Volume 345 2016

Results in this title

Solution of coupled problems S. 79-144

„… Consistent field transfer In a partitioned coupling strategy, data have to be transferred between all solvers …” „… are proposed and concepts for an energyconserving data transfer are introduced. Finally, global …” „… in FSI applications can be found in [119, 37], for instance. • An accurate data transfer between the …”

Bibliography S. 186-204

„… data transfer across discontinuous mesh interfaces. International Journal for Numerical Methods in …” „… , 2014. [52] P. Erbts, S. Rothe, A. Düster, and S. Hartmann. Energy-Conserving Data Transfer in the …” „… patch recovery method and its application to data transferring in smallstrain plasticity. Computational …”

Numerical examples S. 145-170

„… fields are solved on the same mesh, which consequently means that the data transfer is exact and an …” „… volumecoupled system. Due to the surface coupling, data need to be transferred over interfaces with …” „… additional field. For this example, all issues discussed in Chapter 4 – convergence acceleration, data …”

Introduction S. 1-7

„… convergence rates and, moreover, data need to be transferred in every iteration. On the other hand, the …” „… modeling and on the thermal energy transfer during processing. Further aspects are the motivation to employ …” „… the process. To this end, all possible modes to transfer thermal energy are taken into consideration …”

Conclusions and outlook S. 171-173

„… accurate data transfer in the case of incompatible meshes. The proposed strategy was shown to be applicable …” „… of thermal radiation becomes an important issue. That is why the radiative heat transfer is treated …” „… radiation transfers thermal energy in vacuum, the coupling is also formulated for the absence of a …”

Titelei/Inhaltsverzeichnis S. I-XVI

„… function matrix ϕ Discrete electric potential vector A System matrix B Broyden’s matrix d Data transfer …” „… simulation – Partitioned coupling algorithm – Electro-thermo-mechanical modeling – Radiative heat transfer …” „… and holistic way radiative heat transfer is numerically treated as an additional field. Finally, a …”

Governing equations S. 8-44

„… , thermal radiation can be the dominating mode of heat transfer in many industrial applications …” „… is due to the fact that the radiative transfer equation (RTE) needs to be solved, which is coupled …” „… . This law allows to make statements about the direction of energy transfer. It is related to the entropy …”

doi.org/10.51202/9783186345189

Partial access

Select for citation download

ELIV 2019

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2357 2019

Results in this title

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

„… must be assumed. Depending on the setup of the vehicle, the overall amount of data transfer, which …” „… the 4 CAN buses and GPS information and transfers the data directly through a normal mobile network …” „… accessible storage devices and preparing a proper solution for mobile data transfer, efficient preparation …”

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

„… required horizon is transferred to the vehicle, this can even lower the data transfer volume compared to …” „… matching of the complete drive based on the sensor data that was transferred to the server. The result is …” „… functions are shifted into the cloud to make use of up-to-date data or to use the computational power of …”

M. Kleinkes, W. Pohlmann, C. Wilks Boost Safety & Styling for vehicle lighting – Individualization and new Functionalities S. 551-566

„… or transferred to a receive substrate, e.g. via laser liftoff or another mass-transfer process [4 …” „… applications are being discussed for transferring the pixel data to the headlamp. Distributed system …” „… supposed to be integrated into the silicon device to reduce the necessary connections and data rates …”

P. Gesner, F. Kirschbaum, F. Landenberger, J. Scheiffele, L. Morawietz, B. Bäker Modeling and identification of electrochemical energy storage for drive train development – Review and evaluation S. 101-114

„… spectroscopy data show that batteries transfer highfrequency currents only strongly damped into the voltage …” „… first part, model requirements are derived from real driving data. These requirements specify lower and …” „… and identification algorithms for the electric battery behavior based on measurement data are …”

J. Klesing, S. Safour Problems and solution spaces for driver-initiated handover from automatic to manual driving mode S. 31-44

„… between the automated system and the driver - Fusion of driver gaze data with steering behavior to …” „… handover: e.g. countdown to transfer control after the driver initiated the handover. This mode also …” „… (2015), Minimum time to Situation Awareness in scenarios involving transfer of control from an …”

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

„… main advantage is the abolition of a customer specific wiring harness. A gradual transfer to an …” „… access to all in-vehicle data and its mirroring in the backend (so-called Digital Twin) leads to an …” „… depending on the vehicle type and configuration. Zone-Integration-Modules (ZIMs) act as a gateway for data …”

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

„… transfer of data. Furthermore, the corresponding automotive architectures need more flexibility. This …” „… enhance road safety. Incorporating environmental data can help to improve driving strategies and for …” „… interconnection. This in turn requires an increasing amount of data to be processed and higher bandwidth for the …”

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

„… as sensor fusion layer or emergency braking, it is critical that data from specific applications …” „… . Fig. 1: A reference automated driving system architecture of a driving function with data processing …” „… the transfer of this safety know-how into the automotive development, we have brought neutral safety …”

L. Schindele, D. Schütz, F. Heber, P. Sailer, G. Le Hen, N. Müller Future e-mobility and the change in system requirements – The interplay between battery and thermal management for different mobility concepts S. 87-100

„… other vehicle states, e.g. heat transfer to ambience during parking when the battery cools down, or …” „… description of today’s vehicle use cases is preferably based on measured vehicle and mobility data. However …”

B. Fähnrich, A. Körner Easy Integration of 48V Mild Hybridization by Dual Voltage Battery Management – Realizing CO2 saving potentials by low implementation efforts S. 139-152

„… required energy transfer. This ensures uniform charging and discharging of the strings with only very …” „… into different battery types and the associated CO2 emission effect based on simulation data 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

„… be transferred at the same data rate as the control field, so no bit rate switching is needed …” „… . Under the assumption that 16 bytes diagnosis data are transferred and received a diagnosis request with …” „… crystals and external driver circuits. Its tailored protocol structure ensures an efficient data …”

A. Schleicher Service-Oriented HPC Communication Standard for Vehicle Lifecycle Management S. 503-518

„… request/response communication paradigm. The data transferred within the data structures of the Classic …” „… protocol or data format description for data to be transferred via the standardized services. It is a core …” „… faults in the electronics of the vehicle and allows for (low data volume) updates to the configuration …”

A. Magnuson Going from an Electronic Unit Centric Development to Application Software Centric Requires a Different Architecture Mindset in Automotive S. 239-254

„… engineers would provide you with a PowerPoint showing how the ECUs are connected via physical data links as …” „… together via a Signal Data Cab Exterior Living Driving Cab Body Vehicle Front Transport Adaptation …” „… product data management tools. All other kind of “systems” are too a large invisible in our product life …”

R. Roppel, M. Görber Function- and Service-Orientation – a Game Changer for the E/E-Architecture of Tomorrow S. 213-226

„… rollout of the service orientation. They include: • Close intermeshing of the network data definition …” „… data definition as a consequence of the model-based architecture emergence process • Extensive …” „… the service mindset in the specialist departments. As an interdisciplinary function, the data …”

J.-K. Landgraf, A. Fabri Functions on demand – Enabler for digital business with car functions – Challenges of implementation of a high complex security mechanism S. 283-292

„… the shop systems. The most important data in the PoP is the function ID, so that the function can be …” „… is the crypto system. It is necessary for ensuring an E2E integrity of the data, the PoP has to be …” „… kept in the signed FEC data package. A useful and attractive portfolio is important to be a strong …”

R. Schmidt-Clausen, U. Reder, R. Lange On modern automotive software development – Forever stuck in the middle? S. 353-358

„… data security has led to the UNECE Task Force on Cyber Security and (OTA) software updates (CS/OTA …” „… transferred 1:1 to infotainment projects. Metrics, which work fine in other, less complex software may be …”

doi.org/10.51202/9783181023570

Partial access

Select for citation download

Commercial Vehicles 2021

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2380 2021

Results in this title

T. Mrazek, K. Puchner, D. Übellacker Fatigue development of a 10x10 commercial vehicle frame using dynamic and/or strength simulation, virtual iteration and component testing together with measurement data acquisition S. 73-80

„… , virtual iteration and component testing together with measurement data acquisition Dipl.-Ing. Dr …” „… component design in the form of load data for use already in very early phases of development. In order to …” „… those of a strength test including the acquisition of measurement data. Using the example of the …”

H. Bublies, T. Dieckmann The chassis remains the backbone of road transport  smart & light S. 179-188

„… vehicles with electric drivelines. The smart chassis solutions provide the necessary data for automation …” „… AGZF confidential 03 Smart Chassis Road ahead awareness based on road data Frequency , … Measure …” „… , Joints ZF Smart Chassis: Delivers Data Set for Multiple Functions TCO TCO TCO Payload Weight Monitoring …”

N. Rossel, M. Sommer, E. Sax Automated and networked city buses – Optimized, demand-oriented service through intelligent use of data S. 215-228

„… . 1.7 Control-over-the-Air New, high-performance data transfers (5G ff.) allow vehicle parameters to be …” „… of data Nicole Rossel, Martin Sommer, Eric Sax, Karlsruhe Institute of Technology, Karlsruhe …” „… various kinds of data. In order to be effective, on the one hand this fact will be assessed in terms of …”

S. Baker, S. Munshi, J. Huang High performance and efficiency hydrogen engine using westport fuel systems’ Commercially available HPDI fuel system S. 97-116

„… , the burn duration, and the rate of wall heat transfer, but typically appears between 5 and 10 degrees …” „… engine test data confirmed the modelling predictions, i.e. HPDI engine efficiency is significantly …” „… modelling was used for the AVL/WFS TCO study. The engine testing data for H2 HPDI has confirmed modelling …”

J. Pell, I. Müller, W. Gruber, A. Schilk E/E architecture and operating strategy for fuel-cell trucks – Challenges and solutions for energy- and cost-efficient operation S. 117-134

„… transfer of electrical power to the HV bus circuit under all conditions. Depending on the voltage range of …” „… reaching a global optimum under all operation conditions is not possible. Using predictive data about the …” „… missions and to avoid reaching the limits of the system. This data can be used to include a …”

T. Mauthner, G. Hasenbichler, B. Henriques Intelligent automated driving features for refuse collection vehicles S. 189-204

„… approach ensures maximum efficiency in the transfer from prototype vehicle to serial development. 3 …” „… decomposed to function components as presented in Fig. 4: - Obstacle detection: based on Lidar data, static …”

D. Morgenweck, M. Großmann, W. Fakler, M. Lamke, F. Bitzer ZF E-Mobility products and software for commercial vehicles S. 1-16

„… . 1 shows the characteristic data of the two inverter variants, which have proven to exhibit low …” „… , the transfer of the power electronic and parking lock concept from the passenger car product and …”

O. Treichel Simply connected – The central, configurable control system for full interlinking across systems for trucks,busses and light commercial vehicles S. 271-282

„… central usage and analysis of the vehicles data flows and features. It allows on today the driver a …” „… comfortable, efficient and safe usage of the vehicle, as a tool for mobility. The marriage of vehicle data …” „… information, resolving the borders of the real, physical world. The merge of data is getting unlimited, and …”

doi.org/10.51202/9783181023808

Partial access

Select for citation download

ELIV-MarketPlace 2022

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2405 2022

Results in this title

P. Granados, J. Nguyen Real Life performance of IEEE 1722 Control Format (ACF) – In future oriented networking architectures S. 229-238

„… of AVB/TSN mechanisms For simple and reliable data transferAVB/TSN mechanisms already widely …” „… simple and reliable data transfer Real Life performance of IEEE 1722 Control Format (ACF) Further …” „… information can be preserved, data can be transferred by relatively easy means using ACF. This offers the …”

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

„… generation of the charging standard ISO 15118 supports also new energy transfer modes like bidirectional …” „… power transfer (BPT) and wireless power transfer (WPT). For commercial vehicles the most useful new …” „… energy transfer mode is automatic connecting device (ACD). With ACD (automatic connecting device) the …”

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

„… everchanging connectivity technology, the electric vehicle (EV) becomes a mobile power plant and mobile data …” „… Specifical Architecture Considerations49/28/2022Power transfer Comm.& control PowerEV BPT Coupled with …” „… Computer Unit (CCU)Vehicle Level Power & Energy Management Controls SW ComponentsEV Power Transfer …”

Titelei/Inhaltsverzeichnis S. I-XIV

„… National Bibliography); detailed bibliographic data is available via Internet at www.dnb.de.Preflight Lx3 …” „… ?� � � � � � � � � � � � � � � � � � � � � � � 137 M. Baumann, I Kaiser, Bosch Engineering GmbH, AbstattMastering Data Replay and HIL for ADAS and AD …” „… , NI (National Instruments), MunichGround-Truth Reference Data for validation of ADAS / AD Systems …”

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

„… of the art detection model and data collectionInvestigation of optimization toolsSpeed-oriented and …” „… , thresholds, augmentations, … New DataMore variation and new context provided for the modelAutomotive Data Set …” „… Data ADS 320 11.2 0.494New Label New Damages 320 11.2 0.160FPF 16 Bit 231 11.3 0.485VDI-Berichte Nr …”

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

„… of test data from training data; 2. Frequent full testing; 3. Improvement of test data base; 4. Data …” „… Data Independent and Fresh- throughout the whole development phaseTest Frequently and with Full Data …” „… - not just patterns or features that are changed Do Improvement of the Data Base - where it matters …”

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

„… in-vehicle architectures need to be redeveloped. Furthermore, more and more data need to be processed and …” „… performance or data bandwidth of the interfaces, as well as the optical appearance and the user interface are …” „… & TrendsTrends in Off-HighwayHigh speed networking for sensor/camera data, software updates and video streaming …”

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

„… – because of the data itself, the model or the distribution of the data. There are different …” „… investigator at Center for Scalable Data Analytics and Artificial Intelligence (ScaDS.AI)Project manager of the …” „… rule-basedsystemsIncreased accuracyHigher adaptability with usage of transferlearning (multitask learning, meta …”

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

„… IntegrationDistributed Safety & SecurityData & Resource SharingPredictable, Reliable NetworksVDI-Berichte Nr. 2405, 2022 …” „… domain and data processing needsDomain (propulsion) FunctionZone (body) FuncDomain IOZone (body …” „… Ethernet? Layer 2, Layer 3 or higher?How are Ethernet Frames transferred?Unicast, Multicast, Broadcast …”

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

„… vehicle is to have benchmarking results and market trend data available as a first step. The actual …” „… Positioning, *SDARS, SpaceX: Satellite Radio/DataVDI-Berichte Nr. 2405, 2022186| Th. Zipper, K.H. Putz | 16 …” „… transferred into the setup for a Server-Zone architecture, with different solutions from single ECUs to a full …”

M. Dargel, L. Bublitz Lessons learned from current developments of highly automated driving functions (SAE Level 3 and 4) and derivation of future success factors S. 69-78

„… automated driving (e.g., data storage management) and transferred into an overall lifecycle model up to end …”

doi.org/10.51202/9783181024058

No access

Select for citation download

Land.Technik AgEng 2017

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2300 2017

Results in this title

K. Ritters, P. Winkelhahn, L. Frerichs, B. Kriebel Determining saving potentials in a tractor drivetrain using a simulation model and measured operating data S. 297-302

„… operating data M.Sc. Kerstin Ritters, Dipl.-Ing. Philipp Winkelhahn, Prof. Dr. Ludger Frerichs …” „… representative loads. For this, a high number of data sets for different operation modes must be analysed. After …” „… . Since those measures may influence the tractor speed, it is necessary to transfer the time-based model …”

J. Schroeter, W. Angermair, S. Pauli Real-time View and Documentation of Manufacturer Independent Machine Data S. 149-156

„… data management solution AGRIrouter, which will handle the automatic and seamlessly easy transfer of …” „… Real-time View and Documentation of Manufacturer Independent Machine Data Julian Schroeter …” „… machinery data regardless of the data origin from agricultural machines or data sent by a mobile …”

T. Oksanen Extending ISO 11783 for four wheel steering and implement steering S. 461-468

„… including VJP. [6] Parameters and transfer of those The extension of communicating steering system …” „… engine revs or temperature. To transfer the parameters of tractor steering, constants, from the …” „… parameter transfer would allow better plug-and-play for guidance systems while TIM is defining the …”

J. Sonnen, J. Möller The Technical Concept of a Manufacturer-Independent Web-Based Data Exchange Platform for the Agricultural Sector S. 73-78

„… manufacturer-independent data transfers, data evaluations, documentation of processes and support in decision making …” „… . There are also calls for machinery data to be collected automatically, and transferred to the system …” „… The Technical Concept of a Manufacturer-Independent Web-Based Data Exchange Platform for the …”

C. Ehlert, L. Erger Development of an Intelligent Stretch Brake System S. 143-148

„… force is transferred to the underground via the tires. Whilst the maximum transferable force (FX,Y) is …” „… . Further- VDI-Berichte Nr. 2300, 2017144 more, trailers with transfer of vertical forces to the rear axle …” „… are preferable when compared to trailers without transfer of vertical forces, as the vertical force …”

B. E. Craker, R. A. Ferreyra, C. Graumans, U. Kaempf, M. Nachtmann, S. T. Rhea, F. Schuster, J. A. Wilson Reference Data and Collaborative Identifier Sharing in Agricultural Field Operations S. 165-174

„… accessing pertinent product reference data; and semantics to inform the data transfer process. Keywords …” „… Reference Data and Collaborative Identifier Sharing in Agricultural Field Operations B. E …” „… production agriculture data exchange. Examples include unambiguously specifying the resources being …”

J. Ettl, H. Bernhardt, K. Thuneke, E. Remmele, P. Emberger, G. Huber Real driving emissions of tractors during field work and on the test stand S. 391-398

„… are used to transfer test cycles with recorded CAN bus data of actual engine speed (nCAN) and torque …” „… engine data during RDE measurements can be transferred successfully to the tractor test stand, where a …” „… . In this work a methodology is suggested to transfer in-field recorded engine parameters of …”

C. Körtgen, G. Morandi, G. Jacobs, A. Kramer Efficient development by automatic calibration of tractor transmission control units S. 291-296

„… . In this paper, the development steps to achieve an automatic calibration process and the transfer to …” „… environments. The next step is the transfer of the process to a usable software tool for industrial …” „… driving behavior measurement data of the tractor or the simulation. The output interface defines and …”

L. Meyer, P. Noyer Holistic Tractor Setup and Optimization System – CLAAS Electronic Machine Optimization for the Tractor S. 185-190

„… new technologies. By use of sensor technologies and data management a change of crop production …” „… available [5]. Here the requirement of interaction by the user is given to transfer the recommendation of …” „… the right settings and in the complexity of looking up data to calculate optimal settings. It became …”

M. Sieting, J. Krüger, H. J. Meyer Evaluation of a Suspension Concept of a Hydropneumatic Full Suspended Tractor with Focus on the Dymnamics in Combination with Implements S. 281-290

„… described by transfer functions. The coupling of the tractor model with that of the rear three-point …” „… ] a E CA [ m /s 2 ] axle (measured data) frame (measured data) axle, (simulated) frame, (simulated …” „… ) measured data simulated damping damping + damping + damping + rear axle rear axlerear axle Fig. 3 …”

N. Schlingmann, H. Schallermayer, J. Witte, C. Gossard Challenges of digital revolution – How the AEF plans to manage interoperability S. 477-484

„… . EFDI to transfer data during machine operability is VDI-Berichte Nr. 2300, 2017482 on the way, new …” „… wireless communication channels to transfer data from machine-to-machine as well. Initiatives like IoT are …” „… governs electronics and data exchange between different farm machines (e.g. tractor – farm implement …”

R. Bumberger, W. Klinger, D. Botev Electric traction drive on a plough – More power for the driveline S. 23-30

„… environmental influences. To transfer the traction torque safely to the wheel an existing construction …” „… . VDI-Berichte Nr. 2300, 2017 29 Technical data GPE50 Output torque max. [Nm] 16.500 Continuous motor power …” „… huge numbers. Therefore gained product experience can be transferred directly to the new plough …”

D. Hast, B. Rosenbaum Predict the unpredictable – Benefits and limits of machine data analytics and component health prediction S. 529-536

„… different levels (domain controllers, gateway, and cloud) to overcome limitations in terms of data transfer …” „… Predict the unpredictable Benefits and limits of machine data analytics and component health …” „… cycles, trends, deviations and structural borne sound and their correlation to component fatigue data …”

B. Köber-Fleck, P. Ahlbrand, S. Böttinger, H. Korte Telematics and Big Data Analytics – An Effective Way to Quantify Fuel Saving Potentials – A Proof of Concept by the Joint Research Project EKoTech S. 227-236

„… machinery costs. For the deployment of the Proof of Concept results, the next step is to transfer the data …” „… Telematics and Big Data Analytics – An Effective Way to Quantify Fuel Saving Potentials A …” „… , humanity face two important topics that concern future developments: Climate change and Big Data. On the …”

K. Oetzel Tablet App to control safety critical functions on farming machines S. 537-544

„… attached implement and transfers user interactions on soft keys and certain parts of the data mask back to …” „… – Serial control and communications data network“ or short “ISOBUS” is a standard to define a …” „… terminal works similar to a web browser displaying graphical information (data mask and soft keys) of the …”

F. Hantschack, R. Rahmfeld, J. Bagusch, A. Meyer, E. Dohm Development of a high performance continuously variable drive for mobile agricultural and construction machinery S. 315-322

„… hydrostatic propel drive is be able to transfer a power of 130 kW and be suitable for vehicles with corner …” „… , manual transmissions, and transfer cases for two motors with a switch-off are currently being used …” „… table 2 for a complete overview of all technical data. See Fig. for a comparison of the new 370cc …”

M. Rothmund, S. Villwock, P. Pollinger Redundant Communication in Daisy Chains for Improved Diagnostics and System Reliability in Seeders and Planters S. 453-460

„… transfer messages from the receiving to the sending CAN controller. The ‘direction’ of communication …” „… CAN message with 29bit identifier and 8 data bytes (~700 µs) was measured. As long as there are no …”

W. Maaß, I. Shcherbatyi, S. Marquardt, A. Kritzner, B. Moser Real-time Smart Farming Services – Yield optimization of potato harvesting S. 67-72

„… dynamic environment, sensor data is increasingly collected for any kind of signal, such as machine data …” „… (e.g., oil pressure, speed of rotation) and supervision data (e.g., video signals). Data flows in as …” „… packages or streams via communication protocols as defined by ISOBUS. Using this increasing amount of data …”

C. Geiger, M. Geimer Efficiency Optimisation of a Forestry Crane by Implement Hydraulics with Energy Recovery S. 175-184

„… consumption. With these data, the energy consumption of the machine or individual consumers can be determined …” „… done with the data series of the other consumers, e.g. the OBC, leading to the same loading cycle as …” „… based on automatic follow-up data. Silva Fennica vol. 50 no. 3, 2016 [5] Morales, D.: Path-Constrained …”

A. Meiners, S. Häberle, S. Böttinger Advancement of the Hohenheim Tractor Model – Adaption on current demands S. 245-254

„… part of a separate work package. [5,7] Besides extensive scientific literature research for data …” „… organizational relations regarding their influence on fuel consumption. The task is to fill in any data gaps for …” „… on various soils will provide a sufficient data basis for estimating an adjustment of Schreiber’s …”

doi.org/10.51202/9783181023006

Partial access

Select for citation download

Learning-Based Inverse Dynamics for Human Motion Analysis

Petrissa Zell

Series: Informatik/ Kommunikation

Volume 877 2022

Results in this title

Self-supervision by dynamics-based layers S. 95-122

„… pre-processing of humandynamics data leads to a lack of suitably large datasets. This represents a limiting …” „… generalizable models. In the broader field of machine learning, theproblem of missing labeled training data has …” „… led to an increasing number of approachesbeing proposed that use few or weakly labeled data points or …”

Related work S. 15-22

„… in large quantities, as the source domain and transfer the knowledgeto real-world data representing …” „… simulated motion fromthe motion capture data yields the objective. A general challenge of forward …” „… thisthesis to generate joint torque training data (cf. Chapter 4) is motivated by this method.In the …”

Fundamentals S. 23-61

„… . Transfer learning, in general terms, means adapting a model todifferent data domains or tasks. A domain D …” „… ofsource data points which are close to the target domain. Feature-based transfer uses atransformation that …” „… transfer.603.4 machine learningapplied to deep neural networks by pre-training on source domain data and …”

Introduction S. 1-14

„… helpful when dealing with missing training data is transferlearning. Here, a distinction is made between a …” „… on the basisof a training set of dynamical data [59, 64, 171]. This way, a new movement pattern can …” „… forces) are directly inferred from the motion data. Compared to traditionalinverse dynamics techniques …”

Conclusions S. 123-126

„… moments from motion as described in Chapter 5. On the other hand,the space of usable data is increased to …” „… makesthem applicable to motion patterns reconstructed from 2D. Such data is characterized,among other things …” „… data(consisting of sequences from only a few subjects) by learning generalization ability from alarger, more …”

Bibliography S. 130-152

„… , Taghi M Khoshgoftaar, and DingDing Wang. “A survey of transferlearning.” In: Journal of Big data 3.1 …” „… the machine ‘thinks’: Understanding opacity in machinelearning algorithms.” In: Big Data & Society 3.1 …” „… , Yepremian Daniel, Philippe Sardain, and Patrick Lacouture. “Footcontact event detection using kinematic data …”

Titelei/Inhaltsverzeichnis S. I-XIV

„… motion of a skeletal model. The problem is solved using a data-driven machine learning approach …” „… , proposing several regression models that are particularly suitable with respect to limited data availability …” „… data analysis. The described methods are able to predict underlying joint torques and exterior forces …”

doi.org/10.51202/9783186877109

Partial access

Select for citation download

Automation 2022

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2399 2022

Results in this title

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

„… is not practicable to transfer the huge mass of generated data to the cloud. Instead, a promising …” „… its ability for big data processing. However, in many cases, it is not practicable to transfer the …” „… solu-tions where critical data is kept in the plant or where data transfer into the cloud is well-controlled …”

I. Gräßler, M. Hieb, D. Roesmann Gestaltung einer Forschungsinfrastruktur für die Anwendung digitaler Werkzeuge in Cyber-Physischen Produktionssystemen S. 667-678

„… validiert werden mit dem Ziel der Vorbereitung des schnellen Transfers in die industrielle Praxis. 1 …” „… . Dadurch kön-nen unterschiedliche Konzepte und Möglichkeiten getestet werden, um somit den Transfer in die …” „… des Transfers in die industrielle Praxis. Anforderungen für die Anwendung eines Produktionslabors als …”

L. Underberg, G. Cainelli, T. Neugebauer Performance Evaluation of a Campus Network emphasizing the ICT-OT-relation S. 637-650

„… device in 5G non-standalone (NSA) mode and 4G LTE mode. The influence of the transfer interval on the …” „… performance parameters are not evaluated. Furthermore, the user data length is also not considered during the …” „… ] the performance parameters data rate, transmission time, update time, jitter and packet loss of a 5G …”

G. Cainelli, L. Underberg, L. Rauchhaupt Framework for bringing wireless communication into the context of Industrie 4.0 S. 31-44

„… ASSET_APP1 exchanges productive data with the ASSET_M1 cyclically. The transfer interval of the application …” „… cases for resilience, VDI-Berichte Nr. 2399, 2022 31interference robustness or data analytics. The …” „… data [3]. These three layers are present in both domains. The physical domain is the set of physical …”

B.-M. Pfeiffer, C. Leingang, C. Busse, M. Oppelt, O. Lorenz, A. Cano Nonlinear Model Predictive Control: from Digital Twin to Real-World Application in Polymerization Process S. 205-218

„… (HDPE), a mixture of gaseous mon-omer and chain transfer agent, liquid co-monomer and solvent, and a …” „… steady state process data for the differ-ent polymer grades produced alternately in the same reactor. PID …” „… PID con-trol loops e.g. temperature control are checked against dynamic process data before …”

M. Gärtler, B. Schmidt Auf dem Weg zur Digitalisierung von R&I – Evaluierung von Few Shot Learning Techniken zur einfachen Erkennung bisher unbekannter Elemente S. 453-464

„… (https://dexpi.org/) aim is to provide a general data exchange standard in digital form, the majority of P&IDs are …” „… transfer existing “non-digital” P&IDs to DEXPI. Different approaches for this digitalization have been …” „… ]. Introduction Nowadays, Industry 4.0 and the industrial internet of things (IIoT) with its data-centric view are …”

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

„… existiert professio-nelle Software für Data Science und KI Applikationen, welche kostenlos genutzt werden …” „… repräsentativ für das spätere Einsatzgebiet der Algorithmen ist oder zumindest Methoden wie Transfer Learning …” „… offene Jobs. Bitkom e.V. (2022) [21] Wangermann, T.: KI in KMU: Rahmenbedingungen für den Transfer von …”

M. Freund, C. Barth, P. Juhlin, S. Lehnhoff, M. Winter, G. Fachinger Supporting Product Lifecycle Information Management and Distributed Engineering with an Integration Model S. 277-288

„… Integration Model is used to establish automatic transfers of relevant engineering data and models of drive …” „… domains, tools, and data models and generates a large set of interdependent artifacts. While the result of …” „… domains, tools, and data models. To tackle these challenges, this paper presents an approach for a generic …”

M. Stüber, G. Frey FAIRness in der Automatisierungstechnik am Beispiel Modellierung und Simulation S. 343-354

„… Interface sich am Architekturstil des Web (Representational Sta-te Transfer (REST)) orientiert. Aus …” „… . Linköping. [8] Mons, B. u. a. (2017): Cloudy, increasingly FAIR; revisiting the FAIR Data guiding …” „… scientific data manage-ment and stewardship. Sci. Data. Vol. 3, Nr. 1. [14] (2020): Sorbonne declaration on …”

doi.org/10.51202/9783181023990

Partial access

Select for citation download

SIMVEC – Simulation und Erprobung in der Fahrzeugentwicklung

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2333 2018

Results in this title

R. Fuger, M. Hanke An integrated Workflow for the Simulation-Driven Development of Electric Motors and Generators – Design and Optimisation of Electric Drives S. 381-388

„… requires, beside the simulation tools, a seamless transfer of geometries, material data and results as well …” „… mostly automatically. The transfer of external data and optimization routine may be controlled by an …” „… . 4). Fig. 4: Seamless transfer of data and simulation results between different solvers in …”

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

„… surrounding vehicles and infrastructure elements. The different possibilities to insert the data into the …” „… sensor, for example, via object lists, target lists, or raw data, are described in more detail in [1 …” „… interactive editor (Fig. 2) or automatically from map data, such as OpenStreetMaps (OSM) (Fig. 3 …”

S. Luthardt, L. Fredriksson, V. Leconte, Patrick Lombard, A. Dyer E-Motor Design using Multi-Physics Optimization S. 359-380

„… torque) and evaluation in standardized driving cycles using reduced order models based on data provided …” „… DOE based optimization is clearly the ability to use the data to answer a large number of different …” „… at developing high performance E-motors with high requirements on key performance data such as power …”

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

„… coordinate system. VDI-Berichte Nr. 2333, 2018 527 DÜRR and AVL have partnered up to consistently transfer …” „… different angles, this raw data is exemplarily shown in Fig. 11. In a last step, image segmentation …” „… achieved and the vehicle’s sensors, actuators and control modules receive plausible data, various test …”

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

„… software development, which was transferred to the model development. This approach enables a transfer of …” „… , 2018 757 Automotive Data and Time-Triggered Framework (ADTF) Automotive Data and Time-Triggered …”

C. Diez Analyse von Crash Simulationen mit Hilfsmitteln der kunstlichen Intelligenz S. 1-16

„… Herausforderungen und Chancen bezüglich Simulation Data Management (SDM), sowie CAE Prozessen angesprochen werden …” „… to transfer knowledge in a targetoriented and efficient way. Furthermore, challenges and …” „… opportunities regarding Simulation Data Management (SDM), as well as CAE processes will be addressed …”

S. B. Istoc, H. Winner Simulationskonzept zur Vorhersage der Hitzerissbildung bei Lkw-Bremsscheiben auf dem Schwungmassenprufstand S. 571-584

„… with a heat transfer model and a stress and crack model, which uses XFEM. The heat transfer model uses …” „… using a VDI-Berichte Nr. 2333, 2018 571 deconvolution approach based on thermographic measurement data …” „… designs. By innovative combination of measurement data and simulation models, the development process of …”

M. Herold, O. Said, H. Winner Simulative Assessment of Differential Braking for Steering Redundancy in Automated Driven Trucks S. 241-254

„… via the non-linear transfer ratios or and both lever arms of the lateral and longitudinal forces to …” „… the steering system are empirically determined with measured data of the 12-ton two-axle truck. The …” „… elastic deformation. Therefore, the motion of the pitman arm is transferred directly to the front wheels …”

H. Baum, B. Erzberger Berucksichtigung des akustischen Verhaltens komplexer Bauteile bei der simulativen Druckschwingungsanalyse – Messtechnische Ermittlung des akustischen Bauteilverhaltens, Modellsynthese und Anwendung S. 863-878

„… processed measurement data. For this purpose, a measuring method is used, with which the impedance of any …” „… ! Für den Transfer der theoretischen Betrachtungen auf ein reales Leitungssystem ist somit nur die …”

T. C. Spruegel, B. Schleich, S. Wartzack Simulations-DNA: Datengetriebener Ansatz zur automatischen Plausibilitatsprufung strukturmechanischer FE-Simulationen mittels Deep Learning S. 29-38

„… Data Mining und Big Data" (E|ASY-Opt) und wird durch das bayerische Programm „Investitionen in …” „… . The amount of simulation data available in industry is increasing, so a data-driven simulation check …” „… is an obvious next step. Nevertheless, the question arises how simulation data of very different …”

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 …” „… consistent tool usage in data, automation and simulation. Keywords Active Safety, NCAP, Scenario …” „… Simulation, Scenario Evaluation, Road Data, Co-Simulation 1. Einleitung Die Entwicklung von …”

T. Scholz, M. Hellwig, F. Pautzke Algorithm for Parameter Identification of Lithium-Ion Batteries S. 389-398

„… parameterization of lithium-ion cell models based on the data of a standardized test routine. The method extracts …” „… benches are needed to generate precise alternating excitation currents and the analysis of test data …” „… parameterization. The Curve Fitting Toolbox for allows the approximation of measurement data using mathematically …”

doi.org/10.51202/9783181023334

Partial access

Select for citation download

ELIV 2023

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2423 2023

Results in this title

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

„… Garage for fast data ingestion Data cartridges and related copy stations serves for the transfer of …” „… time required to transfer your data, you could increase the bandwidth to your internet service provider …” „… Connections, you can transfer your critical data directly from your datacenter or colocation environment into …”

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

„… , not only on one or two predominant data sets. 6.) Transfer of the “Supposedly not Necessary” to …” „… based on training data that would not be feasible without AI. This ability of AI has been used over …” „… optimize huge numbers of parameters based on training data that would not be feasible without AI. This …”

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

„… 43impossible for other vehicle systems to use this RNC data. Therefore, the cost of these sensors is …” „… equipped with A2B data networks for transport of high bandwidth infotainment data between infotainment …” „… the amount of memory needed for both executable and data (MEM). Both the MIPS and MEM requirements …”

T. Schwendner, M. Schlodder SAE J1939 in AUTOSAR – CAN FD and CAN XL – Achieve Higher Data Rates for J1939 Communication in AUTOSAR S. 635-644

„… Data Transfer (CMDT) transport protocols. The maximum payload of the contained PG has been …” „… amount of transferred data continues to increase. This is mainly driven by concepts like ADAS and …” „… SAE J1939 in AUTOSAR – CAN FD and CAN XL Achieve Higher Data Rates for J1939 Communication in …”

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

„… on-site measurements before data transfer to the cloud can be extremely beneficial. The method used with …” „… vehicle can be transferred to the Raw Data Backend called “AVL Raw Database Solution”. This solution is …” „… Criticality driven data acquisition in autonomous driving – A basis for completeness and safety …”

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

„… evaluated via dash- boards during operation of the vehicle (see Figure 6). Data is transferred via a …” „… generation of solutions available. Collecting a large amount of real data from its mobile and sta- tionary …” „… Natural Gas. One success factor is to transfer this knowledge to the H2 Engine as well as to the Fuel Cell …”

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

„… definition of the data transfer and storage system in the vehicle as well as in the backend. At AVL we have …” „… sufficient bandwidth to transfer the data to the designated final data storage. For both mentioned …” „… How Data-driven Approaches Enhance Agile and Quality-assured Software Development for AD …”

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

„… . “Zero-gap” heat transfer Typically, ECUs or HPCs are connected to the cooling circuit using a Thermal …” „… Interface Material (TIM) which is applied to the underside of the board that needs to transfer heat to the …” „… transfer is good, FIG. 7. VDI-Berichte Nr. 2423, 2023164 Fig. 7: Reduced tolerances inside the HPC and the …”

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

„… using test data of same kind as the training data, i.e., from the same stakeholder and assignment to the …” „… same teams. Applying the same trained model to data sets from different projects (with different …” „… language and the importance of collecting sufficient and high-quality data to build efficient models that …”

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

„… all transfer seamlessly to new battery technologies, yielding inaccurate results and inadequate …” „… tools. It emphasizes the integration of disparate systems, tools, and data sources for seamless …” „… boost quality. Leverage Data The industry knows a lot about battery cell production and quality …”

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

„… interface itself. The main purpose of a communication interface is to set the framework for how the data …” „… communication within the network [8]. Additionally, the interface defines the physical connections for the data …” „… transfer, e.g., wired or wireless communication, and sets which communication protocols and standards are …”

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

„… markings, traffic sign and so on. There are multiple data sources including automotive imaging Camera …” „… X Framework (ITS Stack) V2X Radio Module SDR DeviceNetwork LayerManage sub-layerData sub-layerDSMP Tx/RxAccess Adaption …” „… results are adapted to the V2X communication stack according to the cSAE standardized V2X Sensor Data …”

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

„… data from these models must be merged into a single graph model. This requires a dedicated tool that …” „… an XMI file format and then transformed into a graph model and stored in an intermediate data format …” „… transfer the test case description to file formats of other dedicated testing tools. Fig. 4: Test case …”

M. Wegener, R. Savelsberg, A. Alberti, G. Cechini, L. Schäfers, K. Badalian, S. Pischinger A Cloud-based Self-Learning Digital Twin Solution for Increasingly Accurate Range Prediction in Battery Electric Vehicles S. 103-112

„… temperatures. This data is then transferred to a cloud environment where it can be utilized by the off-board …” „… which can perform all prediction-related tasks. In the cloud, vehicle data is combined with anonymized …” „… driver data and third-party traffic, route and weather information in order to train data-driven vehicle …”

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

„… . Data- Drivenness The quality of new systems depends heavily on the availability of suitable data and …” „… its quality. This is especially relevant for systems in the field of sensor data and vehicle data …” „… processing. However, this aspect is also important in areas where large amounts of data are available and …”

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

„… result, properties that are critically important for the correctness of the system, such as data age …” „… ) functions to be integrated into the Central Vehicle Manager (CVM). The data required to VDI-Berichte Nr …” „… advancement of Vector eaSEE [7] to serve as a common data backbone for requirements and all architectural …”

M. Cupelli Rust for Automotive – A Modern, Memory-Safe and Secure Programming Language S. 533-542

„… . This implies that the Rust compiler must ensure that the ownership of data is correctly transferred …” „… data races and memory-related bugs. Furthermore, the syntax of Rust is similar to C++, while …” „… memory between different parts of the program without risking data races or other memory-related …”

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

„… data connection is present, additional requirements apply concerning cyber security, functional safety …” „… , and data and connection security. Type approval always includes a catalogue of tests depending on the …” „… ECE R 156. To ensure the data generated by the virtual tests can be used for subsequent homologation …”

Titelei/Inhaltsverzeichnis S. I-XVI

„… bibliographic data is available via Internet at www.dnb.de.© VDI Verlag GmbH · Düsseldorf 2023Alle Rechte …” „… 210 mmContent Automated Driving – SystemsCriticality driven data acquisition in autonomous driving …” „… consultant, Audrey Matarage Consulting, Stuttgart Software – Cloud & DataSustainable Software Development …”

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

„… innovations and is one possibility to leapfrog competition. Mastery of data. Obviously the political and …” „… inside of China. By setting up an extensive data strategy, coupled with active customer involvement and …” „… impossible. And the single most important element of their strategy: data mastery Mastery of user experience …”

M. Sandler Distributed development along the automotive supply chain: 8 insightful recommendations for OEMs and suppliers to jointly implement cybersecurity S. 613-622

„… into a usable data format or even request for editable formats. There is a need to streamline the …” „… practice for customers to relay their cybersecurity requirements to their suppliers, thereby transferring …”

doi.org/10.51202/9783181024232

No access

Select for citation download

Electrics / Electronics for Mobile Machines

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2442 2024

Results in this title

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

„… Verlag, 2022. (6) ATZ Elektromobilität 2023: Transfer Learning from Laboratory to Fleet Data – Battery …” „… engineering decision with data driven insights Dr. Nikolaus Keuth, AVL List GmbH, Graz, Austria; Gerhard …” „… within battery systems. Leveraging advanced data analysis that integrates both field data and development …”

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

„… technologies, several software layers processing data are required to deliver these ADAS functions (refer to …” „… first one is the historical system architecture using smart sensor processing raw data and delivering …” „… processing which delivers raw sensor data to “High Performance Computer” (HPC) implementing all the software …”

A. R. M. Wagner, P. Pickel, A. Locatelli Novel Connectivity Solutions for Edge-Cloud Continuum Applications in Rural Agricultural Machinery Operations S. 41-52

„… computational resources and facilitating data transfer between the edge and the cloud. This distributed approach …” „… . VDI-Berichte Nr. 2442, 2024 47access points. These networks facilitate communication and data transfer within …” „… challenges regarding network connectivity and data processing capabilities essential for these technologies …”

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

„… more automated or even autonomous. Cloud systems are being used to upload and manage data from the …” „… development of autonomous work processes, there is great potential in the transfer of the numerous experiences …” „… and findings on sensor technologies, data management and safety concepts. As the requirements for …”

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

„… on the machine and transfer of selected data to the cloud for further processing. The operator might …” „… require higher throughput from the networking infrastructure of the machines. This high amount of data …” „… classical “DevOps” pipeline needs to be enhanced to include additional steps which allow for collecting data …”

S. Roure Charging Technology for Off-Highway Applications Specific challenges in a harsh environment S. 87-98

„… to ensure stable and efficient power transfer. The challenges associated with DC link control include …” „… and data on charging times, power distribution, and system efficiency, as well as analysis of the …”

K. Krüger, M. Wittler, D. Becker, F. Wiesemann, D. Fischer How to survive in a pure electric world: Are battery-electric mobile machines becoming competitive and profitable? S. 99-108

„… , increasing demand for zero-emission technologies, and the transfer of innovations from passenger and …” „… Approach The underlying data originates from a study on the electrification of mobile machinery, which has …”

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

„… camera mounted on a mower,2. AI-Controller unit for data processing and communication3. High precision …” „… Detector consist of four basic components: 1. RGB camera mounted on a mower, 2. AI-Controller unit for data …” „… steer his subsequent actions better economically. The collected map data provides metrics for historical …”

doi.org/10.51202/9783181024423

No access

Select for citation download