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Herwig Unger, Wolfgang A. Halang - Autonomous Systems 2016

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Herwig Unger (ed.), Wolfgang A. Halang (ed.)

Autonomous Systems 2016

Series: Informatik/ Kommunikation

Volume 848 2016

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Neural and Evolutionary Computing S. 133-166

„… 133 Retinopathy of Prematurity Classification based on Image Analysis Maleerat Sodanil and …” „… Classification based on Image Analysis 137 not clear, or other interference. This makes the quality of the …” „… Prematurity Classification based on Image Analysis 139 Table 2: Input details for ANNs Input Description X1 …”

Titelei/Inhaltsverzeichnis

„… and Evolutionary Computing Retinopathy of Prematurity Classification based on Image Analysis M …” „… strategies for network routing based on centrality measures and continuous re-authentication in peer-to-peer …” „… language processing, interface problems between humans and machines are solved with graph-based text …”

Suppression of Disturbances S. 104-132

„… the flyback topology is most commonly used in medium-low power SMPS, a flyback converter-based LED …” „… The feedback circuit Power supply for PWM IC Fig. 4: The schematic of the flyback converter-based LED …” „… flyback converter-based LED driver with CCFM When the transistor is turned off, the primary current and …”

doi.org/10.51202/9783186848109

David Klein - Ein simulationsbasierter Ansatz für die beanspruchungsgerechte Auslegung endlosfaserverstärkter Faserverbundstrukturen

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David Klein

Ein simulationsbasierter Ansatz für die beanspruchungsgerechte Auslegung endlosfaserverstärkter Faserverbundstrukturen

Series: Konstruktionstechnik/Maschinenelemente

Volume 439 2017

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Literatur S. 175-194

„… . Advances in Design and Analysis of Composite Structures - ESAComp Users' Meeting, 24. – 25. April …” „… .: Genetic Algorithm Optimization and Blending of Composite Laminates by Locally Reducing Laminate …” „… Structure Optimization Subproblems. Mechanics of Advanced Materials and Structures. Vol. 14 No. 2 (2007), S …”

doi.org/10.51202/9783186439017

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VDI Wissensforum GmbH (ed.)

SIMVEC 2022

Series: VDI-Berichte

Volume 2407 2022

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N. Klinke, F. Schewe, B. Scholemann On the application of machine learning for the prediction of feasibility and thermal performance of cooling plates for battery electric vehicles S. 543-554

„… , heavily used in metamodel based design optimization are based on parameterized designs and the evaluation …” „… [4] Ryberg, A.-B.: Metamodel-Based Design Optimization - A Multidisciplinary Approach, Dissertation …” „… based on non-parametric CAD-geometries. It can be shown that we receive a superior lead-time reduction …”

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

„… , optimization, inverse analysis, uncertainty propagation, simulation-based control, ... all them under the …” „… topology optimizations. Artificial Intelligence and Machine Learning Many times, physics-based models are …” „… physics-based and data-driven functionalities, both enriching mutually. Both should proceed in almost real-time …”

S. Scheidel, M. Goll, M. Tandl, B. Reiter, R. Neubauer Simulationsbasierte Wirkungsgradoptimierung einer Hochtemperatur Co-Elektrolyse zur e-Fuel Produktion S. 129-142

„… Produktion Simulation-based efficiency optimization of a high-temperature co-electrolysis for e-fuel …” „… performance indi-cators. DoE based optimization approach Having the generic simulation model at hand, the …” „… whole optimization process must be re-run. Fig. 3: Typical optimization approach based on GA or PSO …”

B. P. van de Weg, L. Greve, B. Rosic Surrogate modelling for finite element simulations Towards a stochastic surrogate approach S. 555-562

„… a given structural FEM-based optimization problem. 2. Deterministic Long short-term memory neural …” „… and Data Analysis, Faculty of Engineering Technology, University of Twente, Enschede, The Netherlands …” „… favouring weight optimization, it is shown using a structural application that an auto-adaptive recurrent …”

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

„… as an important step in the overall simulation data analysis. Our software, called SimExplore …” „… robustness analysis of a frontal vehicle crash, where the wall thicknesses of several selected components …” „… development process. Especially in the CAE crashworthiness analysis process, the growing complexity in the …”

Titelei/Inhaltsverzeichnis

„… , Regensburg f Simulation und OptimierungOptimization approach for powertrain dimensioning of fuel cell vehicle …” „… a micromechanics-based stress state dependent failure model for ductile materials in ABAQUS …” „… 9, 2022 | 08:47:08 | 148 mm x 210 mm f AI based Methods for Vehicle DesignIdentifying similarities …”

P. Schwanitz, L. Greve, F. Moldering Towards AI Based REcommendations for Design Improvement (AI-B-REDI) – A joint research project of Volkswagen, Audi, Porsche, Fraunhofer SCAI, SCALE GmbH and SIDACT GmbH S. 299-314

„… analysis) to compute a compact representation based on the data from a set of previous simulations. The …” „… interpreted as a geometry-based Fourier analysis of the simulations [3]. Clustering and outlier detection are …” „… Towards AI Based REcommendations for Design Improvement (AI-B-REDI) A joint research project of …”

J. Lee, S. Rehfeldt, H. Klein, D. Bäder, A. Eisenträger, J. Kuhnert, I. Michel Two-phase water evaporation MESHFREE CFD method for wet automotive component dry-out time prediction S. 33-44

„… computationally free, while it is generally time-consuming to re-mesh in mesh-based methods such as Volume of …” „… the error bars marked in the exper-imental data show the error range based on the measurement …” „… the meshfree GFDM over traditional mesh-based methods is that adaptive refinement of the point cloud …”

doi.org/10.51202/9783181024072

VDI Wissensforum GmbH - Plastics in Automotive Engineering PIAE EUROPE

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VDI Wissensforum GmbH (ed.)

Plastics in Automotive Engineering PIAE EUROPE

Series: VDI-Berichte

Volume 2343 2019

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T. Bröker, N. van Riel, G. Slik, Berend Hoek 30% weight savings and process improvement with a new ABS-LGF alloy material replacing metal for an instrument carrier, enabling a high dimensionally stable part S. 533-552

„… the measures for stiffness optimization. After the first analysis of the available space, a topology …” „… optimization was carried out in order to define reinforcement ribs. The original CAD geometry was then …” „… with the aid of process analysis (FEA) to ensure minimum warpage in order to examine the available …”

M. Trenktrog, C. Massonet, J. Ludwig, D. Backes Design and validation of functionally integrated interior components for energy-efficient vehicle cabin heating S. 233-254

„… of area-based radiant heaters in the vehicle interior requires extensive tests with real test …” „… occupants. These properties are fundamentally contraindicated and therefore require an optimization approach …” „… in system design. 2. Basics The use of infrared-based radiant heaters, in which close-to-body …”

S. Glaser, A. Wonisch, D. Fertig Thermomechanical simulation of glass-fiber-reinforced plastic components with Ultrasim® S. 115-132

„… . With a novel modeling approach based on BASF's own material modeling software Ultrasim® and also with …” „… coefficients is carried out by TMA (thermomechanical analysis). For this purpose, a small sample is also taken …” „… material model to be adjusted by numerical optimization so as to obtain good agreement with the …”

doi.org/10.51202/9783181023433

VDI Wissensforum GmbH - Powertrain Systems in Mobile Machines 2022

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VDI Wissensforum GmbH (ed.)

Powertrain Systems in Mobile Machines 2022

Series: VDI-Berichte

Volume 2402 2022

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S. Rinderknecht, S. Foulard, R. Fietzek Resource-efficient dimensioning, usage and maintenance of machine components through AI-based virtual sensors S. 241-0

„… , 2022252increase the overall lifetime of a transmission. Based on an analysis of the dispersion of the …” „… Approach for a Resource-Efficient Dimensioning of Vehicle Components based on a Holistic Optimization with …” „… Resource-efficient dimensioning, usage and maintenance of machine components through AI-based …”

L. Serrao Driving the electric transformation – The evolution of off-highway powertrain S. 135-150

„… drivetrain architectures is based on qualitative analysis from expe-rience and application knowledge (e.g …” „… simulation-based analysis (motor sizing keeping into account the application requirements and load distribution …” „… developed to address them at sys-tem and component level, including examples based on a case study. 1 …”

B. Seba, D. Vidinha Santos, U. Weiss Alternative fuels for vehicles in Off-road sector S. 65-78

„… ? This paper aims to answer this question by offering a thorough analysis on several fuels to power …” „… heavy-duty vehicles. VDI-Berichte Nr. 2402, 2022 672 Well to Wheel Analysis – a new emission strategy …” „… selecting the right fuel for the internal combustion engine. Optimization of additional engine parameters …”

F. Wohlfahrt, T. Göres, S. Terörde, L. Frerichs Decarbonization Strategies for Heavy Duty Harvesting Machinery S. 47-64

„… on-road sector – even from the long-haul truck segment by far. This makes a dedicated analysis of the …” „… compared regarding the change and integration efforts they evoke. Based on that a discussion can take place …” „… supply the sector has developed a self-sufficient (die-sel-based) infrastructure allowing the effective …”

doi.org/10.51202/9783181024027

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