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VDI-Wissensforum GmbH - DRITEV – Drivetrain for Vehicles 2021

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VDI-Wissensforum GmbH (Hrsg.)

DRITEV – Drivetrain for Vehicles 2021

Reihe: VDI-Berichte

Band 2381 2021

Treffer in den folgenden Teilen:

D. Lechleitner, M. Hofstetter, M. Hirz, C. Gsenger, K. Huber Parking Lock Integration for Electric Axle Drives by Multi-Objective Design Optimization S. 303-318

„… illustration of the design method based on multi-objective optimization on e-drive system level is shown in …” „… installation space). This information is then passed to a computer-based optimization phase, where certain …” „… constraints. Based on the requirements, the e-drive analysis involves electromagnetic simulations of the …”

M. Giannantonio, S. Henzler, S. Rinderknecht Advanced Design of Dedicated Hybrid Drivetrains S. 77-100

„… computerized generation and optimization of 3D design concepts for arbitrarily complex layouts, containing …” „… combination of a component-dimensioning algorithm with a predictive collision analysis to achieve a densely …” „… flows using optimization algorithms striving for the most beneficial design in a resource-optimized …”

B. Krüger, G. Filomeno, D. Dennin, P. Tenberge Holistic Design of All-Wheel Drive Electric Powertrains Using a Multi-Objective Optimization Algorithm S. 377-394

„… , an analysis of these solutions offers a holistic insight in the correlation between the optimization …” „… analysis of the optimization algorithm goes beyond this paper’s scope; however, the main idea and steps …” „… clutch applied not applied VDI-Berichte Nr. 2381, 2021388 analysis. Based on the evaluated energy …”

J. Nowack, G. Hellenbroich, A. Ghosh, V. Shapovalov, R. Fleuren Park by Wire System for current Electric Drive Units S. 291-302

„… Nr. 2381, 2021 293 3 Hazard and Risk Analysis (HARA) Based on the item definition, a preliminary …” „… concept, Park by wire concept VDI-Berichte Nr. 2381, 2021 291 1 Generic Requirements Analysis A …” „… requirement analysis has been performed to identify the major system requirements from a Park lock system for …”

P. Barve Gear Design Challenges of 2-speed-AMT High Torque E-Drives S. 499-516

„… whine analysis was carried out in the software MASTA, VDI-Berichte Nr. 2381, 2021500 and the resulting …” „… microgeometry optimization, shaft, bearing, and housing design are considered to achieve the PPTE target …” „… Simulate housing response to excitation from Transmission error, shuttling force Gear whine Analysis9 …”

J. Shutty, A. Moser, D. Gajowski Analysis of propulsion system architectures across vehicle segments and markets S. 23-34

„… Analysis of propulsion system architectures across vehicle segments and markets John Shutty …” „… hardware. VDI-Berichte Nr. 2381, 2021 23 1. Introduction Systems analysis through the aid of computer …” „… in the past. It is used throughout our organization to support the design and optimization of …”

R. Kockisch, J. Müller, Erik Schneider Modular transmission systems for future BEV platform applications S. 11-22

„… powertrains. The systematic generation and optimization on the fleet level to develop platform solutions is …” „… requirements and customer acceptance. Based on these mobility scenarios, IAV systematically ascertains and …” „… form the basis for optimization on fleet level. Platform synthesis collates the vehicle-specific …”

C. Schörghuber, M. Ortner, J. Pell, S. Pretsch Holistic system design and operation of a fuel cell truck based on an innovative energy management S. 685-700

„… Holistic system design and operation of a fuel cell truck based on an innovative energy …” „… efficiency optimization on a defined driving cycle under consideration of all system limitations. Especially …” „… . In this paper a model-based approach is described where overall vehicle simulations are used to …”

M. Dilzer BorgWarner P2 Modules – from HV to 48V S. 35-46

„… reduced axial packaging. Cooling Configuration – based on extensive CFD analysis the cooling concept …” „… compared this with a BEV Reference. The Analysis is shown for a C-Segment vehicle with perspective of a …” „… achieve targets. VDI-Berichte Nr. 2381, 2021 39 This translates directly to the market analysis as …”

X. Zhang, F. Küçükay Driveability optimization of electrified powertrains utilizing machine learning based control and the interaction with ADAS/AD systems S. 361-376

„… Driveability optimization of electrified powertrains utilizing machine learning based control and …” „… driveability simulations. Based on the simulation model, a machine learning based active damping control is …” „… improve the effectiveness of active driveability optimization, efforts are being made to link powertrain …”

Titelei/Inhaltsverzeichnis

„… Multi-Objective Optimization Driveability optimization of electrified powertrains utilizing machine learning based …” „… � � � � � � � � � � � � � � � � � � 11 R. Kockisch, J. Müller, Erik Schneider, IAV GmbH Analysis of propulsion system architectures …” „… Corporation, Washizu, Japan Scaling the functionality of a DCT-based DHD to segmentspecific requirements …”

Z. Caba, M. Zafer, C. Harman, G. Hellenbroich, Ö. Eyigöz Multi-speed e-axle for electrified heavy commercial vehicles S. 609-620

„… completed after several iterations based on package constraints and CAE analysis results. VDI-Berichte Nr …” „… integrated, coaxial electric machines has been selected based on the vehicle-level requirements, including a …” „… challenging package envelope, and based on detailed energy consumption simulations. The final design includes …”

M. Muether, B. Heuser, L. Virnich, A. Guedden, T. Luediger, D. van der Put Development trends towards CO2-neutral powertrains for HD applications S. 529-550

„… restrictions as additional constraints. Based on the specific requirements of heavy-duty applications, this …” „… gas emissions in heavy-duty transportation by 80 to 95% until 2050. These scenarios are based on four …” „… measures: first, optimization of usage; second, electrification of the powertrain; third, an increase in …”

A. Albers, M. Behrendt, J. Köber, T. Breitinger Development of a method for the automated validation of the shift quality of modern dual clutch transmissions on full-vehicle test benches S. 399-414

„… time optimization has an influence on the shift quality. Situation Analysis, Motivation and …” „… ] Albers, A.; Schwarz, A.; Behrendt, M. et al.: Time-Efficient Method for Test-Based Optimization of …” „… reference processes based on the experience and competencies of the developers by means of methodical …”

E. Schneider, C. Danzer, E. Schreiterer Modular and highly functional Hybrid Platform for subcompact cars up to full-size SUV S. 191-206

„… . Based on these mobility scenarios, IAV systematically ascertains and optimizes powertrain concepts that …” „… variants form the basis for optimization on fleet level. Platform synthesis collates the vehicle-specific …” „… . The combination of powertrain types is open and subjected to a fully combinational analysis. It is …”

R. R. Kasibhatla, P. Neidhardt, K. Caliskan Thermal Simulation according to Maturity Level in E-Drive Development S. 61-76

„… . Therefore, for a comprehensive overall system analysis, the outcomes of thermal simulation are crucial. At …” „… simulation methodologies. A maturity level oriented systematic approach for thermal simulation, based on …” „… applications Thermal simulation of electric drivetrains can be performed based on two general methods. These …”

S. Dussinger, T. Wiedemann, B. Harter, B. Wiedenmann Simulation of induced axial forces on planet gear bearings at example of ZF’s 8-speed automatic transmission S. 469-486

„… bearings Based on a preliminary load path analysis, which is explained at the beginning of section 8, the …” „… . Building on the knowledge gained, the existing optimization potential is further evaluated. As part of the …” „… on the thrust washers. In the context of lean validation and based on existing data from test stand …”

W. Sackl Sustainable Powertrain Solutions – the new role of the powertrain at Magna S. 1-10

„… standardization, in addition to the ability to be updated, as the availability of data sources, analysis, and …” „… changes “no stone will be left unturned“ as we look to the future. Total Life Cycle Analysis 2020 …” „… – 2030 Volatile legislation and the Tank-to-Wheel analysis (?) change the CO2 balance of different …”

A. Ramsauer, A. Pujari Frontloading for (Hybrid-) Transmission Integration at BMW S. 101-116

„… are exemplarily studied in this paper. Based on the analysis of numerous measurements from various …” „… understand, and based on the subjective assessment. The analysis and classification of the individual …” „… vehicles, certain recurring shift patterns can be identified based on engine speed and longitudinal …”

F. Bayer, J. Tochtermann Development of a Heavy-Duty E-Axle S. 621-636

„… presented in 2019. [2] From there, the concept was further developed. While the initial design was based on …” „… requirements derived from analysis of certain European use cases, such as crossing the Alps on different …” „… used in the original truck at the rear. Fig. 4 also shows the modified suspension system. Based on …”

A. Nees Flexible Electro-hydraulic Actuation System for Multi-speed Electrified Drivetrains – Requirements and Concept S. 275-290

„… generations of pure electric and dedicated hybrid drivetrains there is a trend towards further optimization …” „… section. Value Analysis of Multi-speed EDUs Electric traction machines offer a higher range of torque …” „… . Shift elements are needed to realize multi-speed drivetrains. The benchmark analysis shows that for …”

F. Müller-Deile Advanced design of electric machines for trailers with electric axles S. 653-668

„… and negative torque control VDI-Berichte Nr. 2381, 2021654 of the e-Drive based on torque demands …” „… continuous power of the e-Drive system. For further analysis the VECTO regional delivery driving cycle (see …” „… power and torque during VECTO regional delivery cycle with 40t Based on this driving cycle the …”

A. Bagh, D. Magnor, J. Kneiber, F. Löhe eTransport – Application of axle-integrated e-drive in urban LCV and MD trucks S. 637-652

„… common electric powertrains for medium-heavy duty vehicles, the current development status based on …” „… Solutions Based on the technical experience from retrofit solutions and field data collected BPW decided …” „… . 2381, 2021642 4. Perfomance and Field Data Analysis Fig. 7 shows four customer examples for the …”

G. Gao, D. Schöneberger, S. Rinderknecht Development of an innovative and modular test bench to analyse gear shifts in electrified powertrains S. 415-436

„… . In addition to the model-based development and optimization of powertrains or its components …” „… analysis of gear shift systems is introduced. Based on the diversity of the units under test and the …” „… system, especially in an electrified powertrain, will be analysed. The concepts based on the …”

L. de Ruijsscher TREMEC Hybrid Dual Clutch Transmission (HDCT) – Electrification of TREMEC’s high performance dual clutch transmission S. 159-178

„… . Based on how these factors are weighed, some hybrid layouts can be favoured above others …” „… drivetrains of the future, TREMEC has developped several hybrid concepts based on the TR-9080, with the focus …” „… *assumptions based on performance type vehicle VDI-Berichte Nr. 2381, 2021170 The P2.5-P3 concept allows the …”

doi.org/10.51202/9783181023815

VDI Wissensforum GmbH - Dritev – Drivetrain For Vehicles 2019

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VDI Wissensforum GmbH (Hrsg.)

Dritev – Drivetrain For Vehicles 2019

Reihe: VDI-Berichte

Band 2354 2019

Treffer in den folgenden Teilen:

A. Grunwald Transmission system footprint related to fatigue, efficiency and NVH

„… analysis including optimization of stress and fatigue of gears, bearings and housings using specified load …” „… optimization. Transmission definition method is aligned with best practise failure mode driven analysis …” „… geometrical gear contact e-drive & hybrid applications Based on chosen set of candidates further analysis …”

S. Foulard, S. Rinderknecht, F. Braun, P. Jardin ecoLIFE3: An approach for a resource-efficient dimensioning of vehicle components based on a holistic optimization with real life load data –paradigm shift in transmission engineering based on big dat...

„… Holistic Optimization with Real Life Load Data Paradigm Shift in Transmission Engineering Based on Big …” „… vehicle fleet becomes part of a continuously monitored optimization problem within a knowledge-based …” „… for electronic and continuous optimization of LIFEtime and LIgthweight FEatures based on Load …”

Titelei/Inhaltsverzeichnis

„… dimensioning of vehicle components based on a holistic optimization with real life load data –paradigm shift …” „… Multi-gear transmissions in electrified powertrains Development optimization by improving simulation methods …” „… – Comparative assessment of electric and hybrid powertrain configurations based on test bench measurements …”

C. Dassler, M. Kurch, M. Nichols NVH-challenges and solution approaches in electric drive development from the supplier‘s view

„… , because of the wide frequency range passed through. The analysis and optimization of the phase relations …” „… perspectives. Thus, we have certain expectations based on our experience with NVH behavior, for example if we …” „… , stacked and laminated sheet metal. An experimental modal analysis of a stator plate stack is a feasible …”

M. Scherpelz, J. Bernhardt, T. Weyh Simulation of load cycles for commercial vehicle drivelines based on statistical reasoning

„… of the usage model creation, a regional analysis has to be carried out. Based on the results, a …” „… Simulation of load cycles for commercial vehicle drivelines based on statistical reasoning M.Sc …” „… commercial vehicle drivelines, detailed analysis of load cycles for a large number of different vehicle …”

A. Esser, J.-E. Schleiffer, T. Eichenlaub, S. Rinderknecht Development of an optimization framework for the comparative evaluation of the ecoimpact of powertrain concepts

„… work is based on results of the publicly funded FahrKLang project, in which an optimization framework …” „… concepts based on real fleet driving data within the optimization environment. 1 Introduction and …” „… powertrain concepts with the aid of simulation based on real driving data. An optimization framework was …”

C. Schoerghuber, I. Müller, H. Wiener Dedicated hybrid transmission for commercial vehicle applications – Mechanical layout, system analysis and simulation of a dedicated hybrid transmission for commercial vehicles

„… analysis and simulation of a dedicated hybrid transmission for commercial vehicles Dr. Christoph …” „… is selected on the basis of a well-developed hybrid strategy. Based on the results of a vehicle …” „… sizing of the transmission is described, and simulation results of a fuel consumption analysis for a …”

A. Lampe, R. Serway, L. Große Siestrup, C. Gühmann Artificial intelligence in transmission control – Clutch engagement with reinforcement learning

„… transforming the constrained optimization problem into an unconstrained one based on reference trajectories …” „… model-based control concepts that require physical modeling of the system. The drawback is that knowledge of …” „… one hand and improve control quality on the other, a data-based controller has been developed with …”

H. Göbbels, S. Scholz, S. Volkmer Efficient 6-speed manual transmission for modern downspeeding solutions

„… " topology optimization structural analysis solver. In addition to the transmission case and clutch housing …” „… MQ250 had its debut in 1988, and has been continuously developed further since. It is based on a 2 …” „… . As a result of packaging space optimization, the clutch housing of the MQ281 can accommodate a clutch …”

A. Viehmann, J.-E. Schleiffer, S. Rinderknecht Evaluation of the dedicated range-extender transmission powertrain concept DE-REX regarding efficiency, costs and complexity – Comparative assessment of electric and hybrid powertrain configurations b...

„… based on the results of the optimization process. Therefore, the transmission and the EM were designed …” „… strategy for the DE-REX based on component efficiency analysis In the following, the overall powertrain …” „… analysis based on the efficiency map of the EM using a linear scaling approach. VDI-Berichte Nr. 2354 …”

P. Fietkau, N. Lamparsky, M. Felbermaier, A. Fröhlcke, T. Conze Holistic design approach for electric drives

„… be generated and evaluated in the Driving Performance & Consumption DPS with the aid of optimization …” „… optimization process has been introduced, see Fig. 2. Using a parametric CAD model, the magnetic and …” „… using an optimization algorithm. The optimum design for the relevant requirements can be defined on this …”

C. Kim New next generation eight-speed automatic transmission for FWD vehicles

„… the whole length of transmission based on the current 8 speed automatic transmission through changing …” „… front-wheel-drive vehicle, which was recently developed, substantially reduced the overall length based on the …” „… current 8-speed automatic transmission (A8F42) through relocation and optimization of the structure …”

P. Janssen, R. Keizer, T. Rosen Optimization of multi-motor electric drive systems – What is the optimum combination in terms of efficiency and cost?

„… housing), torque transfer (including parking lock), e-motor and inverter. The cost analysis is based on a …” „… Optimization of multi-motor electric drive systems What is the optimum combination in terms of …” „… 04 shows an example of such a torque split optimization for one operating point, and a resulting …”

B. Müller, C. Angrick, M. Fritz New concepts for electrical drive trains for high power density

„… detailed analysis of the individual phenomena will show. Thus there is an optimization problem, the …” „… implemented for the powertrain, which can be classified based on its installation position [1]. Four classes …” „… according to a function-oriented approach. The software includes a functional library based on AUTOSAR …”

K. von Rueden, C. Danzer, J. Liebold, T. Mueller, T. Hirschbeck 1, 2 or 3 – how much it would be? Evaluating the need of multispeed electric drives coming from different perspectives

„… focus on driving comfort optimization. IAV uses special in-house analysis tools, which also support the …” „… complexity of the goals, requirements and boundary conditions are so high that optimization by means of …” „… , transmission and actuation system, the drivability optimization in multi-speed systems is of great importance …”

C. Schmahl, M. Höck, D. Ressin, M. Kesseler GKN’s ActiveConnect AWD system as an energy-efficient solution for electrified vehicles

„… electrified secondary axle using the example of battery electric vehicles. Based on specific application …” „… scenarios, an analysis is carried out to determine the suitability of the mechanical system for both …” „… electric and hybridized vehicles. GKN’s ActiveConnect AWD technology An analysis of the active use of a …”

K. Baron, C. Rübsam, M. Werra, F. Küçükay Hybridized manual transmission – Opportunities and challenges of mild hybridization

„… higher, based on statistical data used for this analysis. VDI-Berichte Nr. 2354, 201964 Use cases come …” „… transmission sector combined with scientific method of the university facilitated in-depth analysis for an …” „… to reduce the CO2 emissions of passenger cars [2] worldwide. This paper includes analysis results …”

W. Wenzel, M. Eglinger, M. Li, C. Sieg, J. Hengst, F. Küçükay Next generation of 48V HEV

„… best operation point is selected by the optimization-based Equivalent Consumption Minimization …” „… ) is used. Furthermore, a lossmap-based transmission loss simulation is integrated to improve the …” „… high-voltage power split DHT. VDI-Berichte Nr. 2354, 2019296 Based on the evaluation of the European market …”

A. Kooy, R. Seebacher Minimize torsional vibrations – Full isolation if necessary

„… changeovers from drives based on electric motors to those using internal combustion engines and the resulting …” „… concepts, the operating principles they are based on play an important role. In particular, the principle …” „… influences for tolerance evaluations and damper optimization [2,3]. Beyond that, it is important to develop …”

S. Kurokawa, M. Kunihisa, Y. Oyama Development of a new next-generation CVT for small cars

„… and economy, while being based on unique specifications. In response to such demands, a new CVT was …” „… are required to provide high levels of environmental performance and economy while being based on …” „… market in Japan 2.1 Mini-vehicle specifications Mini-vehicles are based on specifications original to …”

H. Gürbüz, S. Ott, A. Albers Potentials for improving the system behaviour of highspeed clutches for BEV using optimal transmission springs

„… already 23bar [8]. The analysis of the most frequently used clutch systems today leads to the result …” „… force acts on the discs so that the clutch can be opened. The idea is based on the locking mechanism …” „… and outlook This article presented the results of the analysis of the use of wet multi-disc clutches …”

C. Leonhardt, M. Otto, K. Stahl Potential of lightweight construction and component properties of joined spur gears

„… and stressrelated designed of the gear body is investigated based on static and dynamic experiments …” „… be found (cf. e.g. [3], [4], [5]). Most of these investigations are based on the finite element …” „… friction type press-fit. The fourth concept in contrast is based on a combined form fit/press fit …”

doi.org/10.51202/9783181023549

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Bauingenieur

Alle Ausgaben: Bauingenieur

Bauingenieur Jahrgang 92 (2017) Heft 10 ISSN Online: 0005-6650

Treffer in den folgenden Teilen:

Rimantas Belevicius, Algirdas Juozapaitis, Dainius Rusakevicius, Ieva Misiunaite, Saulius Valentinavicius Optimal Schemes of Underslung Girder Foot Bridges for Different Spans and Deck Types S. 427-434

„… efficient analysis of cable-stayed bridge for GA-based optimization. In: Engineering Applications of …” „… integer optimization problems MI-LXPM [22]) has been employed in this study. Meshing, FEM analysis, and …” „… constraints and objective function, and the population-based optimization algorithm with special operators of …”

doi.org/10.37544/0005-6650-2017-10

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

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VDI Wissensforum GmbH (Hrsg.)

SIMVEC Simulation und Erprobung in der Fahrzeugentwicklung 2016

Reihe: VDI-Berichte

Band 2279 2016

Treffer in den folgenden Teilen:

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

„… 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 …” „… system behavior. Based on the targets, the operating conditions are varied until the targets are met. In …”

K. Pfeiffer, R. Merl NVH Kalibration auf einem Powertrain-In-The-Loop Prüfstand S. 833-848

„… and the difference between torque based and speed based vehicle dynamics simulation will be discussed …” „… for serial development. The engineering work is based on virtual prototypes. The feasibility of the …” „… documents (simulation model and analysis) are available and have been evaluated. 2. The next phase is …”

T. Franke, S. Fiebig, J. Sellschopp, T. Vietor Gussgerechter Leichtbau in der Topologieoptimierung mittels integrierter Gießsimulation inklusive Formfüllung und Erstarrung S. 251-266

„… Manufacturing Constraints, 9th AIAA/ISSMO Symposium on Multidisciplinary Analysis and Optimization, Atlanta …” „… einem schnellen Entwicklungsprozess erzielt. Abstract Nowadays topology optimization is a well-used …” „… development process. Available optimization tools consider manufacturing restrictions only insufficient by …”

N. Rönicke, S. Brandes, B. Seufert, A. Ams Simulationsgestütztes Design einer Schlechtwegoberfläche für ein neues Automobil- Prüfgelände S. 765-776

„… optimization is based on both full vehicle measurements and simulations. 1. Einleitung Die betriebsfeste …” „… optimization. By using the example of one typical rough road, the paper first points out local disadvantages …” „… roads. One of these methods and its possible realization are discussed in more detail. The analysis and …”

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

„… new instrument in the form of an Excel based toolkit capable of evaluating numerous vehicle …” „… configurations based on user input and state-of-theart data. The toolkit includes six innovative technical sizing …” „… attributes. Based on the formulas from [8] a software for the suspension design was developed in [9] that was …”

M. Breitfuss, O. Gattringer, W. Hübsch Effiziente Berechnung der Kontaktspannungen in Fügestellen von dynamisch belasteten Komponenten S. 201-212

„… simulations within an optimization loop as well. Finally the fatigue analysis results of a passenger car …” „… testing provides results at the end of a development loop, CAE based simulation can already be utilized at …” „… Dynamic Analysis”, AIAA Journal, Vol. 6, No. 7, pp. 1313 – 1319, 1968 [3] Engelbrechtsmüller M …”

J. C. Wurzenberger, C. Pötsch, S. Kutschi, R. Fairbrother, S. Bardubitzki, R. Wanker Real-Driving Emissions – an integrated on-road testing and office/hardware-in-the-loop development approach S. 559-574

„… dedicated result analysis method. VDI-Berichte Nr. 2279, 2016 559 1. Einleitung Die Zulassung von PKW …” „… .: Development of a Crank Angle Based Engine Model for Realtime Simulation. In Jörn Kahrstedt, Herausgeber …” „… Prediction in a Small Diesel Engine Finalized to the Optimization of the Fuel Injection Strategy. SAE Tech …”

S. Weber, M. Körner, J. Fischer, Y. Dursun, F. Kirschbaum, R. Jakobi, B. Bäker Entwicklung einer Methodik zur Durchführung des Straßenabgleichprozesses S. 725-744

„… for the drivability, opening up the possibility of the analysis and application of engine and …” „… of the parameters based on the data from measurements on the road as well as by the application of …” „… Optimization Toolbox in der Software Matlab enthalten ist, wendet den Algorithmus 'trust-region-reflective' [16 …”

doi.org/10.51202/9783181022795

VDI Wissensforum GmbH - LAND.TECHNIK 2022

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VDI Wissensforum GmbH (Hrsg.)

LAND.TECHNIK 2022

Reihe: VDI-Berichte

Band 2395 2022

Treffer in den folgenden Teilen:

J. Guo, L. Frerichs, F. Shen, S. Munstermann Analysis of abrasive wear of tillage tools on both macro- and microscopic level S. 309-316

„… movement of Newton [2]. The optimization of tillage tools is performed based on load profiles in …” „… Analysis of abrasive wear of tillage tools on both macro- and microscopic level M. Sc. Jihao …” „… level is the prerequisite of the approach mentioned above. For this purpose, a soil model based on the …”

Titelei/Inhaltsverzeichnis

„… Optimization of Working Speed and Depth in Agricultural Soil Tillage with a Model Predictive Control based on …” „… control and small-scale robot: Monte Carlo-based scenario analysis for effective weed control in …” „… Structuring of electrified agricultural machine systems – Diversity of solutions and analysis methods …”

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

„… .: Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization. Journal of Machine Learning …” „… Automation and Optimization of Working Speed and Depth in Agricultural Soil Tillage with a Model …” „… Predictive Control based on Machine Learning M.Sc. Simon Becker, M.Sc. Benjamin Kazenwadel, Prof. Geimer …”

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

„… automation are presented. First, a requirements analysis will determine what information must be made …” „… . VDI-Berichte Nr. 2395, 2022360 Requirement Analysis As part of the requirements analysis, it is to be found …” „… other information are decisive factors for the optimization of the work process as well as the work …”

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

„… optimization system that is available for CLAAS tractors (CEMOS). The web-based TERRANIMO soil compaction risk …” „… optimization system offers a real benefit to the customer. Based on detailed technical mechanic calculations …” „… and Implement Optimization System (CEMOS) Dr.-Ing. Christian Birkmann, Dr.-Ing. Jan Wieckhorst …”

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

„… Machine Learning-based Assistance System for Computer-Aided Process Optimization within a Self-Propelled …” „… presented. The insight into the developments show the way from the analysis of harvester-quality …” „… interactions to machine learning-based process models and the combination of the findings into a control …”

M. Abdipourchenarestansofla, C. Schroth The importance of data quality assessment for machinery data in the field of agriculture S. 495-500

„… production in agricultural. The data obtained can help the farmer with optimization or decision support by …” „… documentation, and how we check them based on ISO 25012 and ISO25024 standards via an automated data quality …” „… challenges Increasing data quality should be motivated based upon applications that properly quantify and …”

C. Schoerghuber, M. Ortner, M. Resel, R. Schantl, S. Puster Analysis of the tractor behavior on a powertrain test bed for tractor-specific maneuvers S. 521-528

„… Analysis of the tractor behavior on a powertrain test bed for tractor-specific maneuvers Dr. C …” „… bed with the tractor on real road or field. In this contribution the model-based operation of a …” „… same maneuvers performed on a test track. Model-based powertrain test bed setup and unit under test …”

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

„… Machine operation task analysis A deeper look into the shift of task profiles within operating …” „… ). A proper task analysis is key to identify demands for information and control functions as well as …” „… task-based activities with their frequency, severity and requirements for the operator and the human-machine …”

doi.org/10.51202/9783181023952

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