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wt Werkstattstechnik online

Browse Volumes: wt Werkstattstechnik online

wt Volume 97 (2007) Issue 4 ISSN Online: 1436-4980

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G. Lanza, J. Ude, P. Fronia Bewertung der Anlauffähigkeit in Netzwerken S. 262-266

„… assessment in networks – A concept of amodel, based on quality capabilities in value added networksDue to the …” „… high economic relevance the configuration of global valueadded networks has to especially consider the …” „… ramp-up phase. Thisarticle presents a concept for the assessment of the ramp-up capabi-lity of a value …”

doi.org/10.37544/1436-4980-2007-4

Supaporn Simcharoen - Cooperatively Managing and Exploiting Distributed Co-occurrence Graphs

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Supaporn Simcharoen

Cooperatively Managing and Exploiting Distributed Co-occurrence Graphs

Series: Informatik/ Kommunikation

Volume 879 2022

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State of the Art S. 9-37

„… decentralised and flexible thanin typical client-server networks or the WWW.Using the P2P paradigm, the …” „… distribution network (CDN) efficiently delivers several web contents to viewers.It is a developed technology …” „… server via domain name system (DNS).Fig. 2.4: Overview of the content delivery network (CDN)A popular way …”

The Web Search Engine TheBrain S. 99-114

„… . 6.4: Document searching processes “network technology”6 The Web Search Engine TheBrain 105Fig. 6.5 …” „… : The results of a search query “network technology”106 6 The Web Search Engine TheBrainFig. 6.6: A …” „… disadvantage of P2P networks from their beginnings that no successful businessmodel could be established. Most …”

Co-occurrence Graphs S. 38-59

„… related terms may appear in small-world networks afterwards. Basedon these clusters, words may be …” „… categorised, and related information is found, depending onthese networks’ current state. Subsequently, this …” „… 2, which are the most suitable value of the distance range usedfor assigning members to the cluster …”

doi.org/10.51202/9783186879103

Herwig Unger - Autonomous Systems 2019: An Almanac

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Herwig Unger (ed.)

Autonomous Systems 2019: An Almanac

Series: Informatik/ Kommunikation

Volume 864 2019

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M. S. Zahan, J. Ch. Chedjou, K. Kyamakya On the Introduction of Nonlinear Dynamics in Image Processing with Applications S. 199-212

„… of Neural Networks, Cellular Neural Networks(in their oscillatory functioning mode/state) are gaining …” „… Enhancement based on Discrete Time Cellular Neural Networks(DT-CNN)The mathematical model of the DT-CNN is …” „… Discrete Time Cellular Neural Networks(DT-CNN)The mathematical model of the DT-CNN is used in this …”

P. De Silva, K. Abhiram, V. Tavakkoli A Comprehensive Analysis of Document-Image Distortions and their Respective Impact on Distorted Text/Character-Image Recognition Quality S. 176-198

„… , “The “echo state” approach to analysing and training recurrentneural networks-with an erratum note …” „… threeneural network architectures: a simple two-layer Convolutional Neu-ral Network (ConvNet), an extended …” „… more complex ConvNet-Plus,and an Echo-State Cellular Neural Network (ES-CellNet). Further,the dataset …”

D. Samorukov Balancing Data Access Frequencies in P2P Systems with Error-prone Communication S. 106-120

„… SamorukovChair of Communication Networks, FernUniversität in Hagen, GermanyAbstract: Distributed applications …” „… distributed web sear-ches, social networks, linked data initiatives and digital currencies.The distributed web …” „… . Prior leaving the network, the operator reduces theprovided resources Rbp down to 0. Communication over …”

S. Simcharoen, H. Unger Dynamic Clustering for Segregation of Co-ccurrence Graphs S. 51-71

„… , depending on recent state of the networks.Dynamic Clustering for Segregation of Co-ccurrence Graphs 55(a …” „… Simcharoen and Herwig UngerChair of Communication Networks, FernUniversität in Hagen, GermanyAbstract …” „… . 1).1. New words are learned.2. Relations (co-occurrences) between word are added and networks (e. g …”

G. Sartorius, St. R. Talbot Evaluation of Hybrid Measurement Structures S. 159-170

„… changingthe FPGA programming.Fig. 1: Command interpreter to organize the measured value processing3 Hybrid …” „… related to the CANopen standard.CANopen is mainly used as an embedded network for machine control and for …” „… ), function (FN)No. Representation Data type Application Syntax1 xV.CH1 BOOL Process value2 iV.FNCH1, INT (32 …”

M. Hloch, M. Kubek Sequential Clustering using Centroid Terms S. 72-88

„… Networks, FernUniversität in Hagen, GermanyAbstract: Most common text-clustering algorithms require a …” „… ] require the value k as the suggested number of expectedclusters a priori. From the user’s point of view …” „… . Additionallyunlike kmeans [3] and kmeans++ [4], it does not require an initial value of k toSequential Clustering …”

doi.org/10.51202/9783186864109

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VDI Wissensforum GmbH (ed.)

ELIV 2021

Series: VDI-Berichte

Volume 2384 2021

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F. A. Schiegg, I. Llatser, H. Tchouankem, T. Frye, F. Wildschutte, F. Hofmann Removing Blind Spots – Infrastructure-assisted Collective Perception S. 29-44

„… the network to account for the higher added value provided, e.g., by RSUs. This could either be …” „… of the German project 5G NetMobil and prove the high added value of road infrastructure-assisted …” „… maximizing the value of transmitted information is needed to optimize the wireless channel usage …”

C. Heer, J. C. Gobel, D. Mollahassani, S. Forte Future Collaboration Ecosystem for Automotive Microelectronic Innovation Processes S. 295-308

„… innovation roadmapping integrating all automotive value network partners. Moreover, by the rising number of …” „… value networks. Another problem that can arise with such a heterogeneous landscape of stakeholders is …” „… VDI-Berichte Nr. 2384, 2021 303 within the value creation networks such as user administration, rights …”

E. Metzker, M. Engelsberger Scalable Automotive Intrusion Detection Systems – From the ECU to the Vehicle Operation Centre S. 613-622

„… maximal value for the security analysts. VDI-Berichte Nr. 2384, 2021 613 4 The fleet data is …” „… mobile networks. Therefore, a reduction of the amount of data from Gigabits per second and vehicle …” „… regarding transfer technologies and data semantics 2. Refinement of security events with value-added data …”

H. Zeltwanger CAN XL: The third CAN protocol generation S. 309-316

„… in-vehicle network architectures, backbone and sub-backbone networks need to provide larger frames on the …” „… data link layer. There is also a need to integrate sub-networks into Ethernet-based backbone networks …” „… . For real-time control networks and mission-critical tasks high-reliable network technologies are …”

B. Hellenthal, C. Grimm, J. Koch, A. Breckel, M. Tichy An Eco-System for the Development of Automotive Innovation Roadmaps S. 285-294

„… Abstract Innovations in the automotive domain are a concern of the whole value-chain, from the OEM to the …” „… coordination along this value chain, i.e. a description which innovations are planned to be available at which …” „… Innovations of complex systems like automobiles require contributions from many partners along the value …”

K. Renatus, A. Unger, B. Baker, O. Manicke Machine learning approach towards remote diagnostics and repair of electric vehicle charging processes S. 163-174

„… ) connections via application programming interfaces (APIs) within the cellular network. Analogically, the EVSE …” „… can connect to a charging station management system (CSMS) in the backend, e.g. for value added …” „… ] [15]: ? ? ? (2) The value function ? describes which return the agent can expect in future by …”

F. Rundo Perceptive Advanced Car-driver Drowsiness Monitoring Neuro-Embedded System S. 317-330

„… neural network (FLFNN). Both in [12] as well as in [13] the HF / LF analysis is responsible for …” „… classifier embedding VDI-Berichte Nr. 2384, 2021 321 a Deep Convolutional Neural Network designed to …” „… frequency value between 0 Hz and cut-off frequency (frequency pass on Table 1) according to the type of …”

D. Mehlig, M. Muller, J. Treier, A. Loges Long distance e-mobility in the trade-off between battery capacity & charging power – Battery immersion cooling as enabler technology? S. 545-562

„… for this evaluation. Nevertheless, the charging network performance as a critical point for customers …” „… consumption of 4% per 100 kg additional weight [10] [11]. The charging network performance is estimated by …” „… using the network density as well as the network capacity of the corresponding charging points along a …”

S. Alexander, F. Borrelli, M. Pfeifle Real-time Contextual Intelligence Services for Connected Electrified Vehicles S. 509-522

„… & the businesses that form the E-Mobility value chain. VDI-Berichte Nr. 2384, 2021 509 …” „… Context-aware services drive both deep digital engagement and increase the life-time value of a customer. OEMs …” „… in the next decade have an unprecedented opportunity to shift the value perception of investors to a …”

M. Ghivari, D. Chakraborty State of Health and State of Charge Estimation method – A Machine Learning based hybrid approach S. 605-612

„… neural network, which feedbacks the corrected value to the battery model for the following state …” „… methods but estimate battery parameters based on neural networks, support vector machines, and …” „… battery model and a neural network to predict SOC and then using the obtained SOC to derive SOH …”

A. P. Das, K. Thomas, A. Mohan, A. S. Akhil, K. P. Ganesh A Battery Digital Twin framework for Predictive Maintenance and State of Health Estimation of Electric Vehicles S. 579-592

„… value is learned and the future values are predicted by using the LSTM network. VDI-Berichte Nr. 2384 …” „… management system based on Cyber Hierarchy and Interactional Network (CHAIN) to leverage the use of …” „… , parallel RC networks, represents the delay in voltage response. This paper uses Equivalent Circuit Model …”

J. P. Mercier, O. Ploix Modular, standardized, and innovative Power Electronics for Automotive S. 533-544

„… 's on-board network from the main high voltage battery pack. Battery Electric Vehicle (BEV) is usually …” „… % of the value of the inverter. Historically based on IGBT technology with Silicon chips …” „… inductance, guarantee of an ability to withstand high value of dv / dt thus obtaining good efficiency. The …”

L. Gonzales-Fuentes, M. Harihar, M. Cassol Trajectory tracking using Neural Network for Autonomous Driving Systems S. 75-82

„… Trajectory tracking using Neural Network for Autonomous Driving Systems Neural Network …” „… , neural networks (NN) are employed to develop an adaptive control system that learns both, linear and …” „… to follow in a road network while performing analysis of the surroundings to generate the most …”

M. Bottigheimer, T. Lammle, C. Lammle, V. Schall, A. Wiebelt Wireless Charging for Electric Vehicles with its Boundary Conditions – A Contribution for Market Breakthrough S. 459-474

„… limit, a reference value is defined. With a voltage of 60 VDC and 25 VAC / 50 Hz it is ensured that in …” „… analogy to the body currents for touch hazards (e.g. AC / 50 Hz) a reference value like the voltage has …” „… to be found. This reference value can be defined as the flux density B. In the product standard ISO …”

G. Reichart, R. Asmus, B. Mattner AUTOSAR Vehicle Operating System (AVOS) – The Safe and Secure Framework for Automotive System Architectures S. 245-256

„… entire value chain and, in addition, aspects such as integration and certification. And then of course …” „… Electronic Control Units (ECUs) are supplied via a large value chain and integrated into the vehicle. This …” „… value to customers through continuous enhancements. The “Vehicle OS” software platform provides …”

A. Knoll The Case for an Open Integrating Operating System, Middleware Specification Development Approach S. 257-272

„… creating the potential for independent software developments. The value attributed by the computer …” „… the radio access network of mobile telephone networks. Not to mention the routers and switches we all …” „… ) updated and upgraded software are parts of a large “Software-Defined Network”. To a large extent, they are …”

M. Gresser, M. Mende, M. D. Rabe, B. Baker, A. Unger Graph-based Vehicle Diagnostics using Machine Learning S. 131-142

„… Graph-based Vehicle Diagnostics using Machine Learning Potential of Graph Neural Networks for …” „… a vehicle graph. This paper aims to present one way to enable Graph Neural Networks for vehicle …” „… levels and combine it efficiently to generate real added value for vehicle diagnosis. One cornerstone to …”

M. Schleicher Paving the way for the „Software Defined Vehicle“ S. 273-284

„… domain-centralized networks with a central HPC per domain to zonal (zone-based) architectures: Fig. 2: Example …” „… often processes that communicate over a network to fulfil a goal using technology-agnostic protocols …” „… from ECUs and HPCs. Thus, Functions and Services can be distributed in a vehicle network, which is …”

Forword S. 1-4

„… end-to-end architectures is intended to speed up the transformation process towards lucrative value …” „… real network. Dr. Rolf Zöller for the Program Committee VDI-Berichte Nr. 2384, 2021 1 Program …”

T. Fuchs, O. Manicke, M. Zinser, B. Baker Automotive digital twin: An approach for isolating and virtual validating of software updates in end-to-end architectures based on customer vehicles S. 223-236

„… layer, the functions and systems are mapped to a network-based architecture. The vehicle comprises …” „… several ECUs or HCPs with multiple SWCs. Each ECU has at minimum one communication network like CAN …” „… of nodes and edges E/E architectures are network-based and their dependencies (information and data …”

O. Bitsche How to solve the trade-off between vehicle dynamics, traveling time and CO2 emissions. The CO2-Life Cycle Assessment for the Porsche Taycan S. 523-532

„… CO2 neutral across the entire value chain [3]. The challenge is to fulfill customer demands in all …” „… cooperation with the supplier and raw material value chain. 3.2.3. Potentials in raw materials and recycling …” „… charging partner access to green fast charging networks [7]. 6. What’s next? In the mid-term and …”

G. Castignani, F. Chandelle, S. Jafarnejad, I. Scherer Evaluation of a driver’s compatibility with electric, plug-in hybrid, and hybrid vehicles based on mobility patterns analytics S. 489-500

„… for decades. Periodically submitted location data, transmitted via mobile networks, have been the …” „… the booming of smartphones and affordable mobile communication networks with ever-increasing …” „… the past months. It has been a real added value for potential customers in their decision-making …”

F. von Bulow, F. Heinrich, T. Meisen A new perspective for manufacturers: Cloud-based utilization of operational fleet data S. 117-130

„… networks affects machines, vehicles as a type of machines and the associated vehicle fleets [1]. Sensors …” „… over the entire product life cycle like residual value estimation. Also interfaces to third-party …” „… . Also, components with high value for recycling may be observed closely at their end of life to improve …”

doi.org/10.51202/9783181023846

Stefan Siemens - Deep Homography Estimation for Micro-Topographic Measurement Data

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Stefan Siemens

Deep Homography Estimation for Micro-Topographic Measurement Data

Series: Berichte aus dem imr

Volume 01/2024 2024

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2. Foundational Concepts S. 11-52

„… these networks.Figure 2.11: Machine learning, according to [108].2.3.1 Learning ParadigmsIn the context …” „… and optimize strategies over time in dynamicenvironments.2.3.2 Neural NetworksA NN is an …” „… weights.382.3 Machine Learning and Deep Learning2.3.3 Convolutional Neural NetworksCNNs are a category of …”

5. Results S. 103-142

„… predicted value for the Δx, Δy, and Δθ component,respectively. Ideally, all data points would fall on a …” „… tothe translational components, a trend consistent across all networks. Examplevalues for the VGG-19 are …” „… networks. The approach facilitated prolongedtraining for all architectures, as indicated by more epochs …”

doi.org/10.51202/9783959009225

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