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Gregor A. Scheffler - Validation of hygrothermal material modelling under consideration of the hysteresis of moisture storage.

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Gregor A. Scheffler

Validation of hygrothermal material modelling under consideration of the hysteresis of moisture storage.

Series: Schriftenreihe / Publication Series - Technische Universität Dresden, Institut für Bauklimatik

Volume 2016

Results in this title

Simulation and Validation S. 161-208

„… 161 CHAPTER 7 SIMULATION AND VALIDATION Within this chapter, the two widely elaborated and …” „… , measured and simulated results are compared enabling a fundamental model validation. Due to the large …” „… the basis of the Simulation and Validation 162 Gregor A. Scheffler adjusted material functions and the …”

Titelei/Inhaltsverzeichnis S. 1-12

„… Schriftenreihe | Publication Series Gregor A. Scheff ler Validation of hygrothermal material …” „… | Publication Series Institut für Bauklimatik Gregor A. Scheff ler Validation of hygrothermal material …” „… 970-2508 E-Mail irb@irb.fraunhofer.de URL www.baufachinformation.de VALIDATION OF HYGROTHERMAL MATERIAL …”

Experimental Methods S. 63-82

„… processes containing the potential for both, material model validation and gaining further insight into the …” „… 65Validation of hygrothgermal material modelling under consideration of the hysteresis of moisture …” „… hygrothermal material properties 67Validation of hygrothgermal material modelling under consideration of the …”

Development and Utilisation S. 87-138

„… -----------------------------– ⎝ ⎠ ⎜ ⎟ ⎜ ⎟ ⎛ ⎞ exp⋅ i 1= N ∑–= N 3= pCi Si θi Θ Θi θi θeff Developments in Material Modelling 89Validation of …” „… Validation of hygrothgermal material modelling under consideration of the hysteresis of moisture storage …” „… Keff θeff Developments in Material Modelling 93Validation of hygrothgermal material modelling under …”

Theory of material modelling S. 17-62

„… transport in porous media 19Validation of hygrothgermal material modelling under consideration of the …” „… ⋅ jk diff, Mv+ + ⎩ ⎭ ⎨ ⎬ ⎧ ⎫ σl Mw v++ k ∑–= Heat and mass transport in porous media 21Validation of …” „… transport in porous media 23Validation of hygrothgermal material modelling under consideration of the …”

Implementation and Application S. 139-160

„… indicate main interaction paths. Implementation of the material model 141Validation of hygrothgermal …” „… function. pClim pClim ηsp ηcap ηsp Implementation of the material model 143Validation of hygrothgermal …” „… Simulated Data Application of the material model 145Validation of hygrothgermal material modelling under …”

References S. 221-237

„… Soils, Riverside, California, 223Validation of hygrothgermal material modelling under consideration of …” „… Validation of hygrothgermal material modelling under consideration of the hysteresis of moisture storage …” „… Math.-naturew. Kl. 20 (1856), 539. 227Validation of hygrothgermal material modelling under consideration of the …”

Summary, Conclusions and Future Prospects S. 209-214

„… a fundamental validation as well as future research demands have been derived. In a first paragraph …” „… data is now available enabling a fundamental material model validation as well as serving as an …” „… 211Validation of hygrothgermal material modelling under consideration of the hysteresis of moisture …”

Introduction and Overview S. 13-16

„… therefore aims at development and validation of a material model which is generally applicable to …” „… water uptake and the drying experiment. In a 15Validation of hygrothgermal material modelling under …” „… fundamental material model validation. At the beginning, transient moisture storage data is compared with data …”

List of Symbols and Abbreviations S. 215-220

„… ⁄[ ] mw kg m3⁄[ ] mw v+ kg m3⁄[ ] nads mol g⁄[ ] nmlw ---[ ] 217Validation of hygrothgermal material …” „… Validation of hygrothgermal material modelling under consideration of the hysteresis of moisture storage List …”

Investigated Material S. 83-86

„… 0.5 cm. 85Validation of hygrothgermal material modelling under consideration of the hysteresis of …”

doi.org/10.51202/9783816796497

VDI Wissensforum GmbH - LAND.TECHNIK 2022

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VDI Wissensforum GmbH (ed.)

LAND.TECHNIK 2022

Series: VDI-Berichte

Volume 2395 2022

Results in this title

B. Adams Validation Principles of Agricultural Machine Multibody Dynamics Models S. 219-226

„… Validation Principles of Agricultural Machine Multibody Dynamics Models Bailey Adams, Iowa …” „… detecting where the self-propelled sprayer system was experiencing validation issues and eventually the …” „… overall practical validation of the MBD model. Model Configuration Simscape Multibody (Simscape …”

R. A. Rohrer, J. D. Luck Automated Droplet Size and Rate Control via Electromechanically Actuated Variable-Orifice Nozzles and Boom Pressure S. 117-124

„… coarse droplet spectra, could replace three to four fixed-orifice nozzles. Validation tests confirmed …” „… spacing (m), and desired application rate (l/ha). 3. Spray System Validation for Nozzle Flow, Pattern …” „… 6.2%; similarly, errors ranged -9.5% to 5.0% for green nozzle01. 4. Final System Validation for …”

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

„… parallel for validation of soil model in the simulation, which will play an important role in the wear …” „… side. 4. Theoretical foundation of simulation model and its validation In the first place, the …” „… simulation and load measurements. Mean draught and vertical force are considered by the validation, since …”

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

„… calibration, a new measurement device was designed. It allows the conduction of three validation experiments …” „… : Validation of a hysteretic spring (plastic) contact model for a sweep tool operating in a cohesionless soil …” „… experimental validation for the prediction of draft forces in cohesive soil. Journal of Terramechanics 53 …”

M. Grella, P. Marucco, F. Gioelli, P. Balsari, L. Athanasakos, N. Mylonas, S. Fountas, I. Zwertvaegher, D. Nuyttens, A. Caffini, F. Meroni, R. Rossi Airblast sprayer electrification for real-time, continuous fan-airflow adjustment according to canopy density during pesticide application in 3D crops S. 389-396

„… confirm that the ultrasonic sensors are reliable for canopy density measurements. The field validation of …” „… determined by the ultrasonic sensors. VDI-Berichte Nr. 2395, 2022 391 Field validation of the prototype …”

D. Neitemeier, S. Spiekermann, D. Irmer, J. Baumgarten, A. Wilken Automatic adjustment of auger headers with variable table length to improve a continuous crop flow and reduce pickup grain losses of a combine harvester S. 235-242

„… automation reached a high level of maturity at an early stage. As a result, the validation could be …”

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

„… based internal sensors is a solution that should be further investigated. Validation of power and …”

A. Lindenberger, M. Uhl, M. Frank Influence of design and operating parameters on crop-flow characteristics in a self-propelled forage harvester (SPFH) using experimental and numerical methods S. 457-464

„… simulations and lab tests allow the validation and identification of significant design and operating …”

A. Leenknegt, T. Mahieu, G. Nerinckx, B. Lenaerts, B. Missotten Automatic residue spreading control based on radar sensing technology on a combine harvester S. 87-96

„… adjustments. Results and validation In order to validate the system, several procedures were developed. A …”

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

„… . Cross validation was used to measure the performance of the models. In Figure 3 the overall processing …”

M. Abdipourchenarestansofla, H. P. Piepho Yield observation outlier detection with unsupervised machine learning in harvest machines S. 343-348

„… barley crops. Validation (root mean square error) demonstrates a 75% improvement in the yield map after …”

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

„… developed an important tool for a validation for the technical integration of field robots and autonomous …”

S. Geisler, T. Herlitzius Combi-mulcher – Development of a modular biomass processing and soil blending system S. 317-326

„… number of test configurations for validation in field trials and with it the time and effort required …”

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

„… combination with a vehicle model represents a powerful environment for software calibration and validation …”

Titelei/Inhaltsverzeichnis

„… University Dresden Validation Principles of Agricultural Machine Multibody Dynamics Models …”

I. Stasewitsch, J. Schattenberg, L. Frerichs, K. Kruger, J. Schobel, M. Lehr, T. Neugebauer Localization with a ground penetrating radar in harsh agricultural environments S. 153-162

„… shows the validation test of the presented localization. An area of 9 x 5 m was mapped at a velocity of …”

J. P. Fulton, R. Colley III, S. A. Shearer, E. M. Hawkins Generating High-Definition As-Applied Maps for Pneumatic Fertilizer Application Equipment S. 265-272

„… , fertilizer validation tests when particle sizes were unknown showed accurate diagnosis of particle size …”

M. Varani, G. Molari, M. Mattetti, S. Fiorati, N. Lenzini, M. Montanari Tractor equipped with an external electric generator combined with electric powered Sprayer and Mulcher performances evaluation S. 381-388

„… rate sprayer. Part 1 – Orchard prototype: Design, implementation and validation’, Comput. Electron …”

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

„… production ready scale. Adaptive Control Based on the validation of the quality sensor and the presented …”

A. Christ, O. Schmittmann, P. Schulze Lammers Dual use sensor array for crop management in arable farming by CIELab color space – detection of N supply and plant discrimination S. 97-104

„… barley - Part B: Validation of suitable reflection values for plant discrimination in soybeans …”

A. A. Klopfenstein, C. R. Dean, R. Venkatesh, S. A. Shearer New Tire Technologies vs. Tracks – A Controlled Field Investigation to Assess Productivity S. 335-342

„… , S.E, J.D. Luck, R.M. Hoy, S.K. Pitla, and E.E. Blankenship. 2015. Validation of machine CAN bus J1939 …”

doi.org/10.51202/9783181023952

VDI Wissensforum GmbH - Testen und Validieren elektrischer Antriebsstränge 2024

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VDI Wissensforum GmbH (ed.)

Testen und Validieren elektrischer Antriebsstränge 2024

Series: VDI-Berichte

Volume 2431 2024

Results in this title

H. Dhejne InfiMotion Validation Approach by Virtual and Physical Testing S. 1-2

„… InfiMotion Validation Approach by Virtual and Physical Testing Untertitel in dt. (engl. optional …” „… , GothenburgKurzfassung• InfiMotion is moving away from traditional bottom-up development, testing and validation to a …” „… as well as later design-, development-, testing-, validation-, and verification phases for hardware …”

A. Küsters, H. Schultz, J. Soltwisch E-Powertrain Development Targets for Validation w/ Focus on Durability & Reliability S. 33-52

„… E-Powertrain Development Targets for Validation w/ Focus on Durability & Reliability Dipl.-Ing …” „… . This next step of combination and integra-tion encourages more validation and homologation on system …”

G. Brandes, R. Rebesberger, M. Sander, R. Henze, F. Kücükay Repräsentative virtuelle Validierung von E-Antrieben auf Fahrzeugsystemebene/Testen von Antrieben für automatisierte Fahrzeuge/ Representative virtual e-drive validation on vehicle system level/ Test... S. 125-140

„… für automatisierte Fahrzeuge Representative virtual e-drive validation on vehicle system level …” „… validation methods often focus on specific vehicle components, their failure mechanisms and the underlying …” „… the heat input from the energy losses in these subsystems. Validation and testing of the drivetrain at …”

Titelei/Inhaltsverzeichnis

„… - und Verkehrstechnik (FVT).www.vdi.de/fvtInhalt InfiMotion Validation Approach by Virtual and Physical …” „… Testen am PrüfstandE-Powertrain Development Targets for Validation w/ Focus onDurability & Reliability 33 …” „… Antrieben für automatisierte Fahrzeuge Representative virtual e-drive validation on vehicle system level …”

M. Unterweger, A. Haspl, U. Akasapu, M. Plettenberg, J. Kuruc Validierung von Antriebssträngen mit virtuellen Fahrprofilen am Beispiel einer E-Achse S. 15-32

„… Abstract The validation of the durability of a powertrain system is usually performed using a specifically …” „… ., “Verification and Validation for Modular Development Platforms,” SAE Technical Paper 2023-01-0476, 2023 …” „… [3] Hick, H. Denkmayr, K. and Aschaber, M., “Optimizing Validation Programs with the Load Matrix …”

A. Kremser Berechnung und Messung von Motor- und Umrichterverlusten nach IEC 61800-9-2 ED2/Calculation and measurement of motor and converter losses according to IEC 61800-9-2 ED2 S. 111-120

„… approximately 0.6. 2.3 Measurement validation of converter-related motor losses It was examined on some …” „… relative speed at the start of field weakening was taken into account with nFW/nN =0.95. 2.5 Validation by …” „… link chokes (from the positive and negative output of the rectifier to the DC link). 3.3 Validation by …”

M. Schmadel, M. Gohl, M. Friedmann Möglichkeiten zur Charakterisierung und Parameterbestimmung elektrischer Traktionsmaschinen im frühen Entwicklungsprozess S. 53-64

„… validation of simulations in iteration loops and the definition of control strategies. This allows initial …”

L. Kopp, F. Schmid, J. Molan, T. König, A. Kolluru, E. Hoffmann, M. Kley Evaluation of sensor signals using a normal distribution analysis considering temperature influences S. 65-80

„… results in new functionalities and more complex overall systems, which makes validation and verification …” „… significantly more robust and reliable machine learning model. This assertion finds validation in [14], wherein …”

doi.org/10.51202/9783181024317

VDI Wissensforum GmbH - International Conference on Gears 2017

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VDI Wissensforum GmbH (ed.)

International Conference on Gears 2017

Series: VDI-Berichte

Volume 2294 2017

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B. Leupold, V. Janzen, G. Kotthoff, D. Eichholz Validation approach of PM gears for eDrive applications S. 119-130

„… Validation approach of PM gears for eDrive applications Björn Leupold, Vitali Janzen, Dr. Gerd …” „… generation [8] - [11] towards demonstrator applications and PM gear validations on transmissions [12] - [14 …” „… successful validation of an eDrive gearbox with a PM intermediate gear is the main outcome of this work. 2 …”

J. Yu, L. Yao, C. Ren, X. Yan, L. Lin Design and experimental validation on a novel tow speed transmission for electric bus S. 97-108

„… Design and experimental validation on a novel tow speed transmission for electric bus Jie Yu …”

C. Zhang, H. Liu, C. W. Yao, Y. Li Study of vibration for spur gears of tooth profile modification and experimental validation of modification method S. 527-538

„… Study of vibration for spur gears of tooth profile modification and experimental validation of …”

D. Strasser, S. Troll, R. Sperlich, J. Münch Reliability safeguarding for an 8 MW wind energy gearbox in serial production – Prototype and process development ensuring stable quality at the highest level S. 1085-1100

„… validation program on the customer’s system test rig as well as on the prototype turbine. After passing …” „… the simulation tasks as well as for the validation program. VDI-Berichte Nr. 2294, 2017 1087 The …” „… validation program is adjusted to the verification topics. The results are processed in the FMEA and the …”

P. Norgauer, W. Sigmund, D. Kadach, K. Stahl Comprehensive simulation methods for crossed helical gear sets with the main focus on the calculation of contact patterns S. 353-362

„… deformations of the shafts, teeth, bearings and of the housing can be considered. For validation of the …” „… to use comparable tooth geometries for the validation, the conjugation of the worm wheel tooth has to …” „… larger milling cutter is used for the simulation, due to the calculation algorithm. The validation …”

T. Aoyama, H. Inokura, Y. Shibata Prediction of plastic deformation in hypoid gears S. 669-682

„… deformations, were defined. Fig. 4: Distribution of contact load on tooth surface 3. Validation of …” „… (b) Measured Fig. 5: Measured plastic deformation Fig. 6: Validation of plastic …” „… . 2294, 2017676 Fig. 9: Concept of plastic deformation index 6. Validation of Plastic …”

M. Daffner, M. Otto, K. Stahl Elastic deformation of a hypoid gearbox – Measurements on a static test rig to validate the calculated elastic deformation behavior S. 683-694

„… stiffness matrices in RIKOR. The goal of a current research project is the validation of the aforementioned …” „… validation show the great potential of considering housings by stiffness matrices. Furthermore, it is shown …” „… Analytical Method to Reduce Gear Whine Noise, Including Validation with Test Data. SAE transactions - Journal …”

M. Oehler, B. Magyar, B. Sauer A new standardizable calculation method to predict the efficiency of worm gear drives S. 363-372

„… of the gears PVZ,0 according to [6]. 3. Validation by experimental Results For the validation …” „… structure described above. Figure 3 shows an example of the validation results for the gearbox with center …”

C. Brecher, C. Löpenhaus, J. Pollaschek Influence of surface layer properties on tooth root bending strength of cylindrical gears S. 421-432

„… . A two step approach shows the accuracy of the Inclusion-Based Weakest Link Model by validation on a …” „… continuing validation for helical gears and an analysis of the model concerning other gear sizes and an …” „… validation of the Inclusion-Based Weakest Link Model for tooth root load carrying capacity for a helical …”

M. Schwenk, J. Hoffmeister, J. Hermes Prediction of local load carrying capacity for gears – a materials science approach S. 989-1002

„… ] were used. Model Validation: Gearings In the previous section the focus was on verifying the modeling …” „… . 10: Position of hardness measurement (left) and basic gearing data of validation examples (right …” „… hardening followed by validation applied to complex gearing geometries proved its general applicability as …”

Titelei/Inhaltsverzeichnis

„… J. Yu, Design and experimental validation on a novel tow 97 L. Yao, speed transmission for …” „… 109 G. Poll elements of drive trains with voltage source inverters B. Leupold, Validation approach of …” „… of vibration for spur gears of tooth profile 527 H. Liu, modification and experimental validation of …”

J. Reißmann, E. Leidich Computation of the tooth root strength of Worm Wheels with a calculation program based on local stresses S. 373-394

„… . Validation To validate the results, two different tests were carried out. First, another FE Model (Figure …” „… for the FE-program Abaqus Fig. 18: Results of the validation between two different FE programs …” „… slightly different load distribution, so the validation was successful. In comparison of the numerical …”

T. Schöler, H. Binz, M. Bachmann Method for the pre-dimensioning of beveloid gears – Efficient design of main gearing data S. 565-578

„… . VDI-Berichte Nr. 2294, 2017572 Fig. 7: Calculation of optimized tip and root circles [14] 4 Validation of …” „… . Validation demonstrates the feasibility of the method developed for the pre-dimensioning and preoptimization …” „… focus on the validation of this predimensioning method on a test rig for beveloid gear sets. Currently …”

M. W. Seidel, A. Zösch, K. Härtel Grinding burn inspection – tools for supervising and objectifying of the testing process S. 1003-1014

„… developed the special device NE Test (Figure 10). Fig. 10: NE Test for automatically validation of NE Test …” „… , only five marks are completely visible. In conclusion the validation is “not ok”. In the last step, the …”

B. Schlecht, F. Müller, S. Schumann Simulation and measurement of tooth flank deviations on bevel gears caused by pitting and micro pitting S. 293-304

„… technique is a practical solution in addition to the existing methods. However, for proper validation, the …” „… for validation and calibration of the intended simulation. 0,000 0,002 0,004 0,006 0,008 0,010 …”

B. Černe, D. Zorko, J. Duhovnik Semi-analytical method for the prediction of the flank temperatures of polymer gears during running S. 1611-1624

„… which a validation process will be possible using available experimental data. 1. Introduction …” „… tests presented in [9] and [10], which were used for the validation of the here presented analysis …”

R. Müller, L. Schirmer New tolerance concepts for the realization of steel-only worm gears S. 467-478

„… step in research is the validation of the overall feasibility with a combination of the individual …” „… now, the validation has only taken place with an experimental setup of gears. Further investigation …”

F. Concli, C. Gorla Numerical modeling of the churning power losses of gears: an innovative 3D computational tool suitable for planetary gearbox simulation S. 881-892

„… ., 2011, CFD Analysis of gear Windage Losses: Validation and Parametric Aerodynamic Studies, Journal of …” „… experimental validation, Proc IMechE Part J: J Engineering Tribology, Vol. 230(8) 996–1005 [25] Taylor, G.I …”

H. Yakaria Gear Data Exchange (GDE) – goLive S. 1235-1246

„… recalculated for validation purpose using other calculation method such as FEA-based methods. The data …”

A. Miltenović, M. Banić, Ž. Mišković, R. Mitrović, V. Miltenović Prediction of heat generation in transmission bearings by application of FEM S. 1199-1208

„… research should be directed towards validation of the method for the more realistic conditions, such as …”

R. Weidig Adoption of polymer gears – Challenges and solutions S. 1565-1574

„… overcome this challenge. The journey is supported by test data done with validation customers and …”

A. K. Shojaei, P. Volgers, M. Cassata Advanced modeling and experimental techniques for fatigue life prediction of plastic gears S. 1575-1582

„… simultaneously. Figure 1(c) shows the 2D FEA model that is used for validation purposes. Figure 2 summarizes the …”

D. Ghribi, C. Peyrac, M. Octrue Shot peening of gear tooth flanks: Search for an optimal surface topography against the micropitting S. 153-162

„… . Seabra, M-J-D. Castro, “Gear micropitting: model and validation”. RTO-MP-AVT-109, 2004.WIT Transactions …”

B. Guilbert, P. Cutuli, P. Velex Hybrid dynamic model of hollow thin-rimmed gears S. 623-634

„… spur and helical geared systems-experiments and model validation, Journal of mechanical design,124:334 …”

A. von Freyberg, A. Fischer Automatic geometry segmentation of involute flank regions S. 1015-1024

„… (= φ0 + ψb + ϑi) and φba, respectively. 2.3 Validation procedure For validating the presented …”

B. Bauer, R. Hambrecht, A. Kube Thermal analysis and optimization of gearboxes by simulation S. 917-926

„… solutions have been built and tested on a test bench. Validation of simulation results The test bench A …”

B. Schlecht, F. Rudolph, S. Schumann Experimental studies and simulation of hypoid gear lapping S. 1403-1414

„… semianalytical approach rather than commercial FEM software, which is used for validation. The proposed method …”

C. Weber, T. Tobie, K. Stahl Investigation on the flank surface durability of gears with increased pressure angle S. 173-184

„… amongst others the validation of the advanced calculation method for tooth root bending strength according …”

C. Brecher, C. Löpenhaus, F. Goergen, D. Mevissen Crack propagation analysis of pitting damages of high-strength material systems in gear applications S. 281-292

„… required, so that a local validation of the calculation methods is possible. In particular, the direct and …”

T. Frech, C. Löpenhaus, F. Klocke Influence of the contact conditions in cold rolling on the density profile of powder metallurgical (PM) gears S. 1265-1276

„… appropriate image of the reality. Fig. 4: Validation of the FE Model 4. Influence of the Process …”

N. Sagraloff, M. Hein, T. Tobie, K. Stahl Practical use of micropitting test results according to FVA 54/7 for calculation of micropitting load capacity acc. to ISO/TR 15144-1 S. 143-152

„… Report 15144-1:2014 – Validation with Practical Applications. AGMA Technical Paper (2015). [15 …”

C. Brecher, C. Löpenhaus, M. Schroers, T. Frech, P. Scholzen Optimization of NVH behavior of gears by alternative gear materials S. 539-552

„… Test Rig. The third step is the validation of the simulation results with the experimental …”

E. Rigaud, P.-H. Cornuault, B. Bazin, E. Grandais-Menant Prediction of the vibroacoustic response of an electric window-lift gear motor S. 635-648

„… : Experimental validation. Journal of sound and vibration. 176(5), 663-691, 1994. [2] Welbourn D.B. Fundamental …”

B. Kianian, C. Andersson Sustainability-conscious Powder Metallurgy gear manufacturing – An analysis of current manufacturing challenges S. 1251-1264

„… testing and full transmission validation testing (e.g. bench testing on the FZG rig, structure bone …”

doi.org/10.51202/9783181022948

VDI Wissensforum GmbH - ELIV-MarketPlace 2018

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ELIV-MarketPlace 2018

Series: VDI-Berichte

Volume 2338 2018

Results in this title

D. Dörr, P. Ukas Training and Validation of Neural Networks in Virtual Environments S. 17-28

„… Training and Validation of Neural Networks in Virtual Environments Dominik Dörr, Patrick Ukas …” „… to AI Training of neural networks with synthetic data Virtual validation of trained neural networks …” „… Training of neural networks with synthetic data Virtual validation of trained neural networks Conclusion …”

O. Gallitz, M. Botsch, O. De Candido, W. Utschick Validation of Machine Learning Algorithms through Visualization Methods S. 29-46

„… Validation of Machine Learning Algorithms through Visualization Methods Oliver Gallitz, Michael …”

P. Obergfell, M. Traub, F. Oszwald, E. Sax Agiles Automotive E/E-Systems Engineering S. 47-58

„… (right side) The phases of the V-model on the right side depict the verification and validation of the …” „… interconnection of several software/hardware configurations (system test) as well as by the validation of the E/E …” „… (first three phases of the V-model) and one phase for the implementation, verification, and validation …”

Titelei/Inhaltsverzeichnis

„… , L. Eckstein, IKA, RWTH Aachen, Aachen Training and Validation of Neural Networks in Virtual …” „… , Karlsruhe Validation of Machine Learning Algorithms through Visualization Methods …”

M. Schleicher Scalable and flexible software-platform for high-performance ECUs S. 83-96

„… Test and validation Management of software variants Security has more aspects than Functional safety …”

M. Schleyer Using scode for complexity reduction of multi-state controls in a hydrostatic driveSoftware S. 257-264

„… approach already in design phase efficient and early handling of issues synergies: validation of …”

doi.org/10.51202/9783181023389

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