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VDI Wissensforum GmbH - SIMVEC Simulation und Erprobung in der Fahrzeugentwicklung 2016

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VDI Wissensforum GmbH (ed.)

SIMVEC Simulation und Erprobung in der Fahrzeugentwicklung 2016

Series: VDI-Berichte

Volume 2279 2016

Results in this title

A. Höfer, G. Kopp, H. E. Friedrich Efficient, Computer-aided Design of Vehicle and Suspension Concepts by means of the DRIVE!-Toolkit S. 161-176

„… basic idea of this tool is an expert-based decision-making tool for fast and comprehensible estimation …” „… configurations based on user input and state-of-theart data. The toolkit includes six innovative technical sizing …” „… evaluations of component functionality, but also edit and customize this data based on their own expertise …”

M. Benedikt, Ch. Bacher, A. Koller, T. Lemke, G. Lang, W. Puntigam, G. Hohenberg Durchgängige Gesamtfahrzeugentwicklung durch SW/HW Integration S. 517-518

„… Prediction-Based Interconnection of Dynamic Systems, 53rd IEEE Conference on Decision and Control (CDC), pp …” „… feedback of measurement data for model parametrization and adjustment techniques were discussed for the …” „… [2] Stettinger, G.; Horn, M.; Benedikt, M.; Zehetner, J.: A Model-Based Approach for …”

A. Ravi, H.-M. Koegeler, T. Miyata, A. Saroldi Tool Chain for development of ADAS systems S. 275-288

„… decision [4]. In this paper, the model based tuning of a map based ACC controller to achieve two modes …” „… based development method, which is well accepted in the powertrain domain, and can be adopted and …” „… Based Tuning Tuning of a system involves operating it in a defined condition and then measuring the …”

doi.org/10.51202/9783181022795

VDI Wissensforum GmbH - LAND.TECHNIK AgEng 2019

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VDI Wissensforum GmbH (ed.)

LAND.TECHNIK AgEng 2019

Series: VDI-Berichte

Volume 2361 2019

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M. J. Darr, M. M. Qasaimeh, C. J. Murphy, B. R. Covington, V. Fuchs, T. Schaefer, F. Pardina, B. Reddy, J. Petri, T. Fuege, J. Hinze High Definition Yield Maps for Precision Ag Decision Support S. 327-334

„… has promised improved on-farm decision making and serves as the fundamental data layer to advanced …” „… calculated for each pixel based on the RGB and NIR data. VDI-Berichte Nr. 2361, 2019328 Combine Yield …” „… the same data layer. Once merged the data is evaluated in time-series based on the harvest operation …”

A. Biswas, E. Eising SoilReader: A new in-situ multi-depth, multi-constituent, on-the-go precision soil analyzer S. 355-376

„… software. A decision-making system based on the high-resolution soil data needs to be updated into the …” „… extremely user-friendly data acquisition platform, custom made data processing software and unique decision …” „… up spectral data collection parameters based on laboratory experiments, calibration and validation …”

T. Steckel Process Operation Map for Assessment of ideal Configuration and Behaviour S. 341-346

„… . Discussion The model introduced in brief provides a method for quantitative based decision making. It …” „… Collaborative Processes Decision making in complex collaborative processes, like harvest chains, is mainly …” „… experience-based. Detailed knowledge of machine characteristics and impact of environmental factors on the process …”

M. Ehrl, G. Happich Advanced On-board Electronics Architecture with Automotive Ethernet S. 107-112

„… solving and decision-making (refer table 1). AUX Valves Nmax = 8 Valve 1 Rear Hitch Valve 2 3 4 5 …” „… , the network communication in agricultural machinery was predominantly based on CAN. Whereas embedded …” „… interconnection of ECU’s is based on 4 CAN bus lines. In dependency of engine design and manufacturer, one or …”

Titelei/Inhaltsverzeichnis

„… Nationalbibliographie (German National Bibliography); detailed bibliographic data is available via Internet at …” „… www.dnb.de. f Analysis of Drive Trains Model-Based Chiptuning Detection of Diesel Engines …” „… , Italy Content f Data Management AEF – Partnership to develop open standard for cloud communication …”

A. M. Moanţă, C. Bartolein, T. Riedel, S. Estel, C. Federle Generation of Digital Terrain Models from GNSS Data – Correction signal and working width-based evaluation S. 471-478

„… Generation of Digital Terrain Models from GNSS Data Correction signal and working width-based …” „… (contained in the NMEA data) and the geoid model [16] on which the target reference system is based. Due …” „… . T. Riedel, Julius Kühn-Institute (JKI), Kleinmachnow; Dr. S. Estel, Central Institute for Decision …”

S. Braun, M. Trapp, C. Nass, M. Gerbershagen, S. Schweitzer, R. Falcao, M. Schweitzer, N. Wire Growing Smart Farming Services – How to get the best out of farming data S. 335-340

„… the creation or preparation of data sources. Furthermore, it supports decision-making in questions of …” „… , which is based on different design thinking techniques used to identify concrete data-driven user …” „… new insights based on data analytics regarding the business question, the envisioned result is …”

V. Tsukor, S. Hinck, A. Ruckelshausen, W. Nietfeld, T. Mosler, H. Tesch, F. Lorenz, E. Najdenko, A. Moeller, D. Mentrup Automated mobile field laboratory for on-the-go soilnutrient analysis with the ISFET multi-sensor module S. 377-382

„… and Agriculture (BMEL) based on a decision of the Parliament of the Federal Republic of Germany via …” „… , Eydelstedt; D. Mentrup, iotech GmbH, Osnabrueck Abstract With the mobile field laboratory soil2data …” „… . Besides the advantages of a fast data availability of the soil nutrient contents and the omission of soil …”

A. Hackfort, G. Happich, M. Lichtenstern Development of a Seamless User Experience for Smart Farming Applications – From Machine Interaction to System Synergy S. 229-234

„… onboard applications and consistent data availability. Conclusion Based on intense collaboration …” „… on-board displays in the cab and the off-board operating and management systems on the web-based platform …” „… customer platform with web and cloud based mobile applications that are linked to the machinery in the …”

T. Herlitzius, H. Fichtl, A. Grosa, M. Henke, M. Hengst Feldschwarm – Modular and Scalable Tillage Systems with Shared Autonomy S. 409-420

„… mapping technologies or cloud computing-based process management and processing of big data have affected …” „… addition, the interfaces for mechanical connection, power transmission and data transfer need to be …” „… widely expressed from consumers, while price still remains the major buying decision. Everywhere 4.0 …”

M. Sax, R. Latsch, T. Anken, V. Moser, P. Krummenacher Automated site-specific overseeding of grassland S. 165-228

„… , reinforce- ment learning has emerged as the go to method to solve sequential decision-making problems e.g …” „… placed in front of the tractor, a data processing unit on the tractor and an adapted pneumatic seeder …” „… tractor. We used the Tegra K1 (NVIDIA, Santa Clara, United States of America) as data processing unit …”

T. Oksanen, R. Soitinaho, J. Huuskonen, V. Vayrynen Autonomous tractors harrowing and sowing simultaneously S. 159-164

„… inputs in addition to allowed turn areas. Based on these inputs it can generate feasible turn paths that …” „… local radio communication was realized between the vehicles to share location. The data flow diagram is …” „… presented in Fig. 2. Fig. 2: Data flow diagram and communication systems for AR headset The AR hardware used …”

X. Tian, A. Vacca, S. Fiorati, F. Pintore An Analysis of the Energy Consumption in the High-Pressure System of an Agricultural Tractor through Modeling and Experiment S. 9-18

„… paper could be very useful to drive future decisions about improving the energy efficiency of the …” „… that operates the steering, power beyond, hitch and suspension circuits. The approach is based on a …” „… undergoing through a detailed modeling of the components based on the actual machine drawings and clearances …”

doi.org/10.51202/9783181023617

Gerald Sequeira - Prediction based activation of vehicle safety systems – A contribution to improve occupant safety by validation of pre-crash information and crash severity plus restraint strategy prediction

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Gerald Sequeira

Prediction based activation of vehicle safety systems – A contribution to improve occupant safety by validation of pre-crash information and crash severity plus restraint strategy prediction

Series: Verkehrstechnik/Fahrzeugtechnik

Volume 817 2022

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Crash Severity and Restraint Strategy Prediction S. 88-122

„… anymachine-learning-based prediction model, a lot of effort and time was spent in collect-ing the volume of data required …” „… presents a uniquemethodology using data-based approaches and its investigation with a focus ondriver …” „… intheir protocols [146] and [147].5.3 Data generationData is the core of any data-based prediction system …”

State of the Art S. 8-25

„… important parts of the vehicle safety systems,which provide crucial information based on which the decisions …” „… methods, the collision avoidance decisions are based on eitherthe present positions of the obstacles …” „… , physical model-based approaches and data-based approaches.Studies on the first approach [104]–[107] use …”

Introduction S. 1-7

„… decision-making problem toanswer the following questions,• Is safety action required?• If yes, which safety …” „… decision-making module toactivate the actuators for safety action.1.3 Thesis outlineIn addition to the …” „… decade. A similar trendis also seen in the data from German road-accidents. In Germany, 3,046 peoplelost …”

Opponent-object Geometry: Simplification and Estimation S. 54-87

„… estimating the geometry of the opponent vehicle based on thecloud point data and geometry-based prediction of …” „… segments a point cloud data frameinto different clusters based on Euclidean distance was used. The points …” „… decisions. Another application wherethis methodology can be utilized is contact-based validation. An …”

Conclusion S. 123-125

„… information from the forward-looking sensorsfor taking passive safety decisions in the case of an inevitable …” „… crash scenario. Theidea is to predict the crash severity and restraint strategy based on the …” „… contact-based validation. To supplement this idea, thepotential of each of the sub-systems of the PCCS is …”

Validation of Pre-Crash Information S. 26-53

„… A decision-matrix method is used to choose a physical principle for the vali-dation sensor. Table …” „… 3.1 shows the decision-matrix, with three factors consideredfor the judgment. The first factor is the …” „… comparingit with presently used crash sensors.Activation of the irreversible safety systems based on the …”

doi.org/10.51202/9783186817129

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VDI Wissensforum GmbH (ed.)

SIMVEC 2022

Series: VDI-Berichte

Volume 2407 2022

Results in this title

F. Chinesta, R. Magg Empowering car design, maintenance and operation from advanced model order reduction and AI technologies S. 523-534

„… physics-based and data-driven functionalities, both enriching mutually. Both should proceed in almost real-time …” „… ), whereas data-driven modelling, based in advanced regressions, works with experimental or synthetic data …” „… of applicability of advanced metamodeling, in both cases, when data come from physics-based models …”

J. Garcke, R. Iza-Teran, M. Pathare, D. Steffes-lai, P. Schwanitz Identifying similarities and exceptions in deformations and mesh functions – Comparing many simulation results automatically S. 277-288

„… . Decisions about the product are based on engineering judgement as well as economic constraints. The …” „… transferred to a client desktop for further data exploration or can be explored via a web-based visualization …” „… as an important step in the overall simulation data analysis. Our software, called SimExplore …”

M. Glensvig, C. Kozlik, D. Kreilinger Full Vehicle Virtual Calibration Platform – AVL Co-Simulation and SiL solution S. 629-646

„… model-based development in the automotive industry in order to front-load tasks in the virtual office …” „… consumption with same tail-pipe NOx emission.  A Model-based Robustness investigation utilizing the high …” „… . Introduction The use of model based development is increased intensively within the automotive industry as a …”

C. Franke Integrative Architektur für die Simulation hoch automatisierter Fahrzeuge S. 571-608

„… , 2020. [24] SmartSE project group. Simulation-based decision making and release. White paper, prostep …” „… . Die Methoden entstammen dem Model Based Systems Engineering (MBSE) und führen uns nahtlos von der …” „… Herr zu werden, ist ein systematischer Ansatz notwendig. 2.2 Model-based Systems Engineering (MBSE …”

doi.org/10.51202/9783181024072

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VDI Wissensforum GmbH (ed.)

Automation 2020

Series: VDI-Berichte

Volume 2375 2020

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S. Baer, F. Baer, D. Turner, S. Pol, T. Meisen Integration of a Reactive Scheduling Solution using Reinforcement Learning in a Manufacturing System S. 645-658

„… a PLC internal data base. As soon as a carriage is stopped at a decision-making point by any …” „… Manufacturing Execution System and the manufacturing system to enable good decision-making of the Reinforcement …” „… advantage of online decision-making and scheduling. Agents are trained beforehand to cooperate and aim for …”

M. Glawe, L. Feeken, B. Wudka, C.-Y. Kao, E. Mirzaei, T. Weinhold, A. Szanto Towards resilient Factories of Future – Defining required capabilities for a resilient Factory of Future S. 755-768

„… of systems and the usage of data-based services does also mean to create interfaces between systems …” „… feasibility would not be sufficient to get the buy-in from workers, managers, entrepreneurs, decision-makers …” „… implementation planning based on Use-Cases and Misuse-Cases to enable the development of needed capabilities for …”

A. Stutz, M. Maurmaier, M. Birkenkamp, T. Kohlenberg, A. Pomraenke, G. König, S. Erben, C. Brehm, B. Gut, V. Buleac, T. Scherwietes, H. Bloch Concept and Application for operator-centric diagnosis within modular plants – Concept Report of ZVEI/NAMUR Task Force 4.1.1 S. 197-214

„… the condition of the production plant. Based on continuously generated diagnostic data, experience and …” „… evaluating the messages and/or an on-site recording. Based on the evaluations, the decision is made whether …” „… . The foundation for the individual aspects of the concept is based on four concrete design principles …”

P. Sohr, C. Schulz, M. Matzopoulos, M. Roth, M. Krauss, K. Kruening, M. Ungen, F. Wolff Digital Twin of Process Behavior: Experience from a Demonstration Project S. 215-226

„… information on pipes are not overwritten in this data transfer. The decision to have COMOS as the leading …” „… demonstrator which combines a modeling tool with a planning software and a control system. Based on a …” „… continuous production process relevant planning data and models have been created. Missing interfaces for …”

M. W. Hoffmann, R. Drath, C. Ganz Industrielle Anforderungen an Künstliche Intelligenz-Lösungen S. 617-628

„… decision support system for condition-based maintenance." The International Journal of Advanced …” „… (CBI). Vol. 1, 2018. 13. Atzmueller, M, et al. "Big data analytics for proactive industrial decision …” „… ] definieren die Autoren industrielle KI für diese Studie als die Kombination von Sensoren & IIoT, (big) Data …”

R. Rosen, D. Beyer, J. Fischer, W. Klein, V. Malik, J. C. Wehrstedt Flexiblere Produktion durch digitale Zwillinge in der Automatisierungstechnik – Methode zur automatischen Generierung digitaler Zwillinge für eine Brownfield-Produktion S. 1039-1054

„… examples. This paper presents a methodical concept and an implementation based on a digital twin, which …” „… information, VDI-Berichte Nr. 2375, 2020 1039 data and models which are structured and linked by semantic …” „… models and knowledge graphs. The approach is used for already existing factories, where these data and …”

D. White, M. Weyrich Sprachassistierter Entwicklungsprozess für automatisierungstechnische Systeme – Ein Ansatz zur Strukturierung komplexer Entwicklungsprozesse S. 579-590

„… Language Understanding und Decision Engine. Die Kombination aus allen drei Komponenten, erlaubt es …” „… . Lüder, and D. Gerhard, Multi-Disciplinary Engineering for Cyber-Physical Production Systems: Data …” „… , and M. Wimmer, Model-Based Co- Evolution of Production Systems and their Libraries with AutomationML …”

doi.org/10.51202/9783181023754

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