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VDI Wissensforum GmbH - Dritev – Drivetrain for Vehicles 2020

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VDI Wissensforum GmbH (ed.)

Dritev – Drivetrain for Vehicles 2020

Series: VDI-Berichte

Volume 2373 2020

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M. Grill, M.-T. Keskin, M. Bargende Virtual RDE: Ensuring RDE conformity of hybridized powertrains in the early stage of the development process

„… , accurate and flexible simulation tool, a combination of data-based and physicsbased modelling was chosen …” „… at much higher costs. Existing data-based approaches avoid these challenges, but fail to depict …” „… model for the gas exchange (intake and exhaust system) with a data-based model for the high …”

V. Null A new generation of thermal fluid technology for high performance charging of electric vehicles – How new thermal fluids can enhance battery performance in EVs

„… CFD modelling with experimental data. The safety performance of the new fluids was tested at module …” „… with water/glycol compare to immersive cooling designs with CFD modelling. With a partner we developed …” „… types in lab testing. CFD modelling of indirect and direct cooling systems At fluid level …”

A. Esser, T. Eichenlaub, S. Rinderknecht Real-driving-based comparison of the eco-impact of powertrain concepts using a data-driven optimization environment

„… Real-Driving-Based Comparison of the Eco-Impact of Powertrain Concepts using a Data …” „… contribution we present a data-driven optimization environment that enables to identify the ecological …” „… of the ecoimpact is presented. Section 3 provides details about the naturalistic driving data sets …”

S. Worrall, J. Foulsham, I. Stone, T. Gassmann CeDrive – Electric drive technology for a new era – Advanced cooling and control of high-speed eDrive

„… . Advanced Thermal Modelling has been used to define cooling requirements represented by the Heat Transfer …” „… Key components like motor, inverter and transmission are defined, modelling and performance as well …” „… model have been created and verified with measured vehicle efficiency data in WLTP driving cycle. A …”

doi.org/10.51202/9783181023730

VDI Wissensforum GmbH - LAND.TECHNIK 2022

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VDI Wissensforum GmbH (ed.)

LAND.TECHNIK 2022

Series: VDI-Berichte

Volume 2395 2022

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

„… ., & Schulz, K. (2017). Spatio-temporal LAI modelling by integrating climate and MODIS LAI data in a …” „… 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 …”

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

„… 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 …” „… automation in the best possible way. Production processes are increasingly linked to digital data, which is …”

K. Palm, J. Guo, L. Frerichs, A. Eitzlmayr, F. Maier, P. Seil Calibration of soil models within the Discrete Element Method (DEM) S. 45-54

„… quality of the soil cultivation (furrow form, mixing), the modelling of the soil itself is of high …” „… different specifications. Since cultivation tools are used worldwide, the correct modelling of various …” „… behaviour of the real soil. VDI-Berichte Nr. 2395, 2022 45 2. State of the art for modelling and …”

P. Riegler-Nurscher, J. Prankl, D. Schauer Stereo camera-based method for grassland yield estimation S. 301-308

„… grass/legumes ratio estimated from RGB images using a Convolutional Neural Network (CNN). The data from the …” „… grass/clover dataset [9]. 5. Yield modelling Finally, the measured plant heights and the grass/legumes …” „… ratio are integrated into an overall yield model. To collect training data for the yield model, yield …”

L. Petrich, V. Schmidt, A. Stoll Tractor-mounted implement with section control and small-scale robot: Monte Carlo-based scenario analysis for effective weed control in extensive grassland S. 285-292

„… Colchicum autumnale. Based on image data acquired on the site and their analysis, application maps can be …” „… in drone images of extensive grassland sites. In addition to real data sources, we generated and …” „… analysed simulated data for flowering sites of poisonous plants using mathematical models of stochastic …”

Titelei/Inhaltsverzeichnis

„… ); detailed bibliographic data is available via Internet at www.dnb.de. f Electrical Agricultural Machines …” „… Moraes Boos, John Deere GmbH & Co. KG, Mannheim f Soil and Modelling The Integration of a Scientific …” „… grassland yield from satellite data with ANN based transfer learning � � � � � � � 293 E. Eder, P …”

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 …” „… have the same impact and the modelling would be complex. Therefore, the machine-environment …” „… workforce, because the experts’ evaluation of the quality features can be done with the data of the optical …”

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

„… several data bases depending on automatic selection criteria or manual user selection. In a next step the …” „… combination, the potential soil compaction risk can be calculated. There is no additional user input or data …” „… fits into the farmer’s tool chain. It is the bases for a full integration into FMIS to improve data …”

doi.org/10.51202/9783181023952

VDI Wissensforum GmbH - Gerüche in der Umwelt 2017

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VDI Wissensforum GmbH (ed.)

Gerüche in der Umwelt 2017

Series: VDI-Berichte

Volume 2315 2017

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B. Mannebeck, H. Hauschildt, S. Schmid Vergleich der Ergebnisse von Fahnenbegehungen an der Nachklärung einer Kläranlage mit den Ergebnissen einer Ausbreitungsrechnung S. 89-102

„… neighborhood. Taking into account that we have a lot of measurement data for different sources it should be …” „… as all experts working in the field of odour modelling know the results of the modelling depend a lot …” „… on the design of the sources and the transfer of source and emission data into the model. Especially …”

doi.org/10.51202/9783181023150

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wt Werkstattstechnik online

Browse Volumes: wt Werkstattstechnik online

wt Volume 110 (2020) Issue 09 ISSN Online: 1436-4980

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Maximilian Busch, Thomas Semm, Michael Zäh Datenbasierte Modellierung von Fräsrobotern/Data-driven models of milling robots – Modelling the pose-dependency of the structural dynamics using modern algorithms for machine learning S. 624-628

„… fusion algorithms for data-efficient multi-fidelity modelling. Proceedings of the Royal Society A …” „… die Struktur dynamik von Fräsrobotern zu modellieren. Data-driven models of milling robots …” „… – Modelling the pose-dependency of the structural dynamics using modern algorithms for machine learning …”

doi.org/10.37544/1436-4980-2020-09

VDI Wissensforum GmbH - Humanschwingungen 2018

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VDI Wissensforum GmbH (ed.)

Humanschwingungen 2018

Series: VDI-Berichte

Volume 2322 2018

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R. Happee Motion Comfort of Automated Driving a Biomechanical Modelling Approach S. 15-34

„… Motion Comfort of Automated Driving a Biomechanical Modelling Approach Dr. Riender Happee …” „… experimental and modelling efforts to investigate and predict STHT, applying mechanical perturbations to seated …” „… modelling efforts will aim to capture sensory integration of visual and vestibular motion perception in …”

Titelei/Inhaltsverzeichnis

„… bibliographic data is available via Internet at www.dnb.de. Inhalt Seite Vorwort 1 Einführungsvorträge D …” „… a Biomechanical 15 Modelling Approach Arbeitsschutz M. Köpfli Wicki Wie viele Arbeitnehmer sind …”

doi.org/10.51202/9783181023228

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