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VDI Wissensforum GmbH - ELIV-MarketPlace 2022

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VDI Wissensforum GmbH (ed.)

ELIV-MarketPlace 2022

Series: VDI-Berichte

Volume 2405 2022

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H. Zlatokrilov A Virtualized Approach to In-Vehicle Cyber Security S. 189-200

„… all/some CAN and Ethernet networksMonitor raw traffic mirrored from GWs / Switches / ECUs Can run in …” „… in-vehicle networks and ECUs from cyber attacks. The Chinese GB/T, for example, explicitly stipulates …” „… vehicle architectures is expected to be characterized by multiple high-bandwidth networks and domains …”

J. Hytönen, C. Treviño Continued protection for commercial vehicles and connected services S. 361-368

„… vehicle-to-everything (V2X) mesh networks—the complexity of the network creates new nodes and potential entry points for …” „… systems—and more to become connected to each other via vehicle-to-everything (V2X) mesh networks—the …” „… critical infrastructureTransporting high value goods provides motivation to disrupt for financial …”

K. Talits Automatic Camera-based Road Defect Detection with Neural Networks S. 305-314

„… Camera-based Road Defect Detection with Neural NetworksA Tradeoff between Speed and PrecisionE-LAB | Kevin …” „… Look Once (YOLO) NetworksGlobal Road Damage Detection Challenge 2020 (GRDDC 2020)Detecting various road …” „… further improve the detection capability of deep neural networksFor autonomous driving, sequences of …”

V. Horvath, H. Laine, G. Blahut, A. Késmárki, M. Pfeifle Streaming Map Data Efficiently from Cloud to ECUs – A Cost-Efficient and Self-Adapting Solution for Intelligent Speed Assistance S. 239-248

„… Artificial Intelligence with the latest standardization activities. In our approach we train neural networks …” „… signs using neural networks [8]. This information is then fused together with the speed limits drawn …” „… contain legal speed limit information for all links of the road network, and therefore allow the …”

S. Stesny AEF – Agricultural Interoperability Network – Let’s cultivate the digitalization S. 413-420

„… AEF – Agricultural Interoperability Network Let’s cultivate the digitalization Dipl.-Ing. Slawi …” „… industry. The Agricultural Interoperability Network serves to address this gap by creating a network of …” „… peer-to-peer platform connections. VDI-Berichte Nr. 2405, 2022 413AEFAgricultural Interoperability Network …”

L. H. M. Schmitz, J. J. Hiddema Autonomy by AgXeed – Development of an autonomous ecosystem S. 461-0

„… no communication network is available. Besides sending newly planned tasks, it is also possible to …” „… suspended, the resumed task can be re-send to the central robotics controller. When a communication network …” „… to describe:  Type  Geometry  Elements than can accept value commands (to be able to plan setpoint …”

G. Seidel, T. Smits, J. Lützner Supplier‘s Perspective of the Truck Architecture Transformation S. 349-358

„… Yvehicle networkOEM Collaboration with software suppliers› Freedom from interference› Agile framework …” „… orientation will come slowly and only when it provides value addTransition will be evolutionary, re-use more …”

B. Erdem Quantification of Life-Saving Collective Perception V2X Benefits S. 59-68

„… , and an increasing number of automotive manufacturers, an understanding of the specific value of …” „… Automotive TechnologiesConf identialTitleV2XMultiple Communication SchemesCellular networkV2X/ITSor …” „… 2P: Vehicle to Pedestrian› V2N: Vehicle to NetworkLong-range communication(4G / 5G cellular and/or …”

S. Alexander Real-time, Context-aware E-Mobility Services to Optimize Commercial Transportation Ecosystem – Optimized Battery Electric Fleet Operations: Maximize utilization, Minimize electricity costs, Simplify o... S. 381-394

„… : AdvantagesDynamic Model Composition: Deep Neural Networks with Embedded Physics ModelsParameterized and Constrained …” „… WideSense. | 13| 14Value Proposition: Zero-Emission Commercial Fleets This document is proprietary …” „… WideSense.VDI-Berichte Nr. 2405, 2022 393| 21Value of High-precision Digital Twins & Optimized Fleet Operations| 22 …”

doi.org/10.51202/9783181024058

Sun Danfeng - Distributed Edge Intelligence Enabled Wireless Communication Systems Serving Industrial Applications

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Sun Danfeng

Distributed Edge Intelligence Enabled Wireless Communication Systems Serving Industrial Applications

Series: Mess-, Steuerungs- und Regelungstechnik

Volume 1278 2022

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Spectral Efficiency Optimization S. 47-69

„… NetworkEquation 4.7 shows the relevance between its value and hk,iPk,i and hl,iPk,i, illustrating the in-fluence …” „… Eq. 4.28, while, fk is generated by the GP network.SE against SNRCRFig. 4.17 shows the results of SE …” „… descriptions in different chapters. The system model is basedon cognitive radio (CR) network. It has a CR base …”

Distributed Edge Intelligence for Dependability Assessment and Spectral Efficiency Optimization S. 70-82

„… , namely, Sub-model 1 from the Data Initialization Network,Sub-model 2 from the Network 1, Sub-model 3 from …” „… neuralnetwork (Att-CNN) from Chapter 4.3 has three parallel sub-networks which can be deployedinto distributed …” „… AcquisitionNetwork ManagementSQLiteEdge Node 1OSDocker EngineCoordinator Sub-modelsData AcquisitionCommunication …”

Related Work S. 6-23

„… cases into cross-plant wireless networks,plant-wide wireless networks, and sensor/actuator wireless …” „… the perception which has nopractical value but inspires many later algorithms. The k-nearest neighbor …” „… backpropagationalgorithm which is widely used in today’s neural networks in 1986. Three years later, LuCun etal. [37 …”

Dependability Assessment S. 24-46

„… NetworksKnowledge-basedMethodsKnowledge-based ProcessSystem 1 StateDevice 1 StateSystem 2 StateDevice n StateSystem 3 StateDevice 2 StateLogical …” „… − γ)]⊙mt, (3.12)303.2 Deep Autoencoder-based Model1g1a1 b1Original ValueNormalized ValueFigure 3.5 …” „… others are similar.In this thesis, all used parameters adopt 0 and the maximum value of the collected …”

doi.org/10.51202/9783186278081

Volkan Gezer - A Modular and Scalable Software Reference Architecture for Decentralized Real-Time Execution on Edge Computing

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Volkan Gezer

A Modular and Scalable Software Reference Architecture for Decentralized Real-Time Execution on Edge Computing

Series: Informatik/ Kommunikation

Volume 874 2021

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State of the Art S. 11-54

„… hardware and network resources. Cloud solutions are supportive of catching the competition on a global …” „… the case of a network failure, the computational power is lost. To perform (near) real‐time …” „… computations and continue functioning even after a network out‐ age, the computation power needs to be close to …”

Conclusion and Outlook S. 116-128

„… contribution of this thesis is a software reference architecture for Edge Servers to create an Edge Network …” „… real‐time execution in a decentralized Edge Network: • The hardware to realize the architecture is ideal …” „… independent of each other, and they have protection for critical section usage. • The network message exchange …”

Software Reference Architecture S. 65-82

„… and supersets in Fig. 4.1. In this thesis, Edge Computing is seen as the superset of Edge Network …” „… . These terms and a high‐level overview of an example Edge Network are shown in Fig. 4.2. As seen from the …” „… recommend a specific network topology. A single topology or combination of topologies are possible as long …”

Implementation and Validation S. 83-115

„… , and col‐ laborative Edge Network, with minimal effort. The final chapter of this thesis constitutes an …” „… these requests in a decentralized, but collaborative Edge Network. To realize the concepts defined in …” „… possible. Moreover, Edge Servers in a network are expected to introduce themselves automatically and …”

Scheduling and Decision Making Methodology S. 55-64

„… execute ? 1 is less than the value in Eq. 3.25. Next section will address server selection problem and how …” „… to know the resources of other Edge Servers in the Edge Network. Moreover, this information should …” „… computers (Eq. 3.28) and ? be a set of resources in an Edge Network ? (Eq. 3.29). Also let ? be a set of …”

doi.org/10.51202/9783186874108

VDI Wissensforum GmbH - Technische Zuverlässigkeit 2023

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VDI Wissensforum GmbH (ed.)

Technische Zuverlässigkeit 2023

Series: VDI-Berichte

Volume 2409 2023

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S. Kupjetz, W. Zenn, S. Röding Vorstellung eines Kausalmodells relevanter Fehlerbilder zur Entwicklung wissensbasierter KI-Modelle am Beispiel von Werkzeugmaschinen S. 219-230

„… .Figure 6: Simplifications for the adaption in a Bayesian networkSome failures have a direct effect on the …” „… detection of critical deviations from the process window are required for a stable digitised value creation …” „… networks. With the help of this model, critical paths that are relevant for machine availability can be …”

S.-J. Arora, F. Weiss, J. Bräunig, S. Erkel, M. Mensing, A. Wilde Smarte HeizungsANlaGenOptimierung – ögP SHANGO – Methodik und erste Ergebnisse S. 25-38

„… ., editor. Design and Operation of Production Networks for Mass Personalization in the Era of Cloud …” „… Technology. Elsevier, 2022. S. 243–275 [7] Mourtzis, D.: The mass personalization of global networks. In …” „… : Mourtzis D., editor. Design and Operation of Production Networks for Mass Personalization in the Era of …”

doi.org/10.51202/9783181024096

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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K. Tsujii, R. Ishikura, K. Inoue, Y. Tanaka, T. Morita Effect of alloying elements on edge part over-carburizing in vacuum carburizing S. 1415-1426

„… remaining austenite (hereinafter referred to as “γR”) excessively forms, and the network-shaped carbides …” „… network-shaped carbides were observed in VDI-Berichte Nr. 2294, 2017 1417 Fig. 3: Microstructures of edge for …” „… maximum hardness value for the 150° specimen was near the surface, and hardness monotonically decreased …”

A. Furtmann, G. Poll Electrical stress and parasitic currents in machine elements of drive trains with voltage source inverters S. 109-118

„… by Hausberg or Mütze). These networks consist of the capacitance between rotor and frame Crf …” „… this network to the gearbox behaviour. Using the example of a single-staged gearbox, Fig. 1 gives the …” „… results of the simulation with the gear mesh capacitance assumed constant at the minimum calculated value …”

M. Brumm, H. Müller Cyber physical gear production system – Vision of industry 4.0 gear production S. 1209-1218

„… complicated. If you take a lead crowning as an example the value of it depends not only on the crowning, it …” „… design (e.g. GearPro Designer). Every machine in the production network is connected to the Gear Engine …”

doi.org/10.51202/9783181022948

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