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VDI Wissensforum GmbH (ed.)

ELIV 2019

Series: VDI-Berichte

Volume 2357 2019

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A. Weichslgartner Embedded Intrusion Detection based on AI – A Data-Driven Approach S. 469-478

„… stated in 2018 [7]: "The VDI-Berichte Nr. 2357, 2019 469 Ethernet network should be analyzed for …” „… false positives, in this case it works well. That is because this is a network devoid of human users …” „… ]: "Like Ethernet, the CAN network traffic should be observed in real time to identify anomalies. All the …”

K. Bader, V. Knaup, S. Schneider Multilateralism at its best: A blockchain-based platform enabling data sharing, monetization and service differentiation in the automotive industry S. 333-346

„… distributed peer-to-peer (P2P) network which are supported by distributed ledger technology like blockchain …” „… network. They provide guidance, infrastructure, rules and restrictions facilitating the transactions and …” „… about the value that they contribute with their data (McKinsey & Company 2016). Therefore, vehicle …”

Y. Chazal, A. M. Hein, S. Boutin System of systems structured data for mobility services S. 293-306

„… intangible (communication network and data services, high definition maps, etc.). VDI-Berichte Nr. 2357 …” „… services do not only provide value to those immediately concerned such as passengers and operators. They …” „… also have the potential to generate indirect value. For example, mobility services might create value …”

F. Rennig, J. Barthel, M. Sanza, D. Tagliavia CAN FD Light – A novel communication bus supporting digitalization and customization of automotive lighting for the broad market S. 567-580

„… that gives the car an unique style and offers perceivable value to end customers. Light functions …” „… network (CAN) and has over many years developed implementation methods and testing capabilities to ensure …” „… the robust and safe operation of this network. These experiences have greatly influenced the newest …”

R. Pfeffer, N. Ahn Potential of Training Neural Networks Using Virtual Environments S. 365-374

„… that data must have in order to be of appropriate value, also for training respective networks …” „… Potential of Training Neural Networks Using Virtual Environments Raphael Pfeffer, Natalya Ahn …” „… network depends on the quality of the training data used. Neural networks will only achieve high …”

S. Acharya, M. Gardner, S. Herz, C. Hosner, F. Lesbroussart Building a Standardized Data Pipeline from the Cloud to All In-Vehicle ECUs and Sensors – A New Opportunity for the Connected Car S. 307-318

„… these, to establish data pathways from the cloud to all ECUs and sensors in the car. The value of …” „… cloud via smartphone, Wi-Fi, or over a network connection (such as Ethernet or CAN) to a telematics …” „… simplify tracking new network developments and security practices, and support continuous IVI improvement …”

P. Engel, A. Geraldy, J. Wolter Using Cloud-Based Electronic Horizons to Enable Distributed Driving Functions S. 255-268

„… influencing the usability and generated value of the overall system. Our cloud-based horizon must be scalable …” „… included in the horizon. When the network bandwidth is not sufficient, the horizon is adapted to the …” „… horizon representing the road network (so-called Reference- Profiles) with the direction profiles based on …”

A. Shomer The transition to HPC-based vehicle architectures – Cyber Security Implications S. 431-442

„… attacks. In these attacks, an enormous amount of data is sent to a victim network node effectively …” „… development of a comprehensive cybersecurity approach that combines host protection and network protection in …” „… software, advanced heuristics that pinpoint malicious network traffic, a virtual security ECU concept and …”

A. Hahn Enhancing In-Vehicle Communication by Authentication and Security – An incremental approach with an example for CAN message authentication S. 443-454

„… number of nodes communicating over an openly accessible network inside the car. To ensure authenticity …” „… security in an in-vehicle network. The solution scales very well across all in-vehicle communication …” „… networks, from CAN to Ethernet communication with support for TLS. An example of CAN message …”

A. Magnuson Going from an Electronic Unit Centric Development to Application Software Centric Requires a Different Architecture Mindset in Automotive S. 239-254

„… technologies the focus has continued on wiring the ECUs together, now via Controller Area Network (CAN) and …” „… Local Interconnect Network (LIN) links. If you ask for the EE Architecture an automotive company most …” „… years is that an EDS nor the network topologies fit properly anywhere in a geometric-centric …”

U. Bodenhausen Mission AI in Automotive – Collaboration Models and Functional Safety S. 375-382

„… Learning Neural Networks) and big data for the training are key success factors for excellent performance …” „… collaborations can be very stable if there is a real technical benefit for product, a real value contribution …” „… clearly observed that business value indicators of the collaboration partners have changed significantly …”

G. Reichart, M. Niklas AUTOSAR Adaptive Platform – A standardized SW platform for intelligent vehicles with functional safety and data integrity S. 493-502

„… architecture together with the network topology in a unified machine-readable format. Up to now this concept …” „… , length and value encoding (TLV). It simplifies the communication and improves the compatibility between …” „… 13400x. In addition, release R18-10 includes the specification of the network binding to support the …”

A. Schleicher Service-Oriented HPC Communication Standard for Vehicle Lifecycle Management S. 503-518

„… mobile broadband networks. This enables a variety of new function areas, like ADAS Autonomous …” „… ) processes executed on an external test device that is connected to the vehicle via a local network …” „… broadband network or through any internet-based access (remote use case) VDI-Berichte Nr. 2357, 2019510 …”

S. Poledna driving platforms – Tailoring fail-operational systems based on production experience in the aerospace industry for the automotive use cases S. 537-550

„… driverless software development and maximize the value of investments, while making their business and their …” „… processing Networks for real-time systems have stringent end-to-end latency requirements. They have to …” „… and communications network traffic scheduling in order to fulfil end-to-end real-time guarantees …”

M. Brunner, H. Adlkofer Hardware matters: how one chip can impact the security of a connected vehicle S. 455-468

„… . We argue that there is added value introduced by security certified hardware and standards …” „… models and value chain the megatrends named above introduce an increasing demand for digitalization and …” „… large internet services [6 – 7]. Beside many other challenges, such as a complex value chain or long …”

J. Heinrich, A. Braasch, F. Plinke Ensuring the reliability, availability and safety of fully automated and autonomous transport systems through modern system architectures S. 11-20

„… repair processes via WLAN or mobile networks are examples that must be considered for the analysis. As a …” „… strategies, e.g. Markov-Processes or Petri-networks is mathematically challenging or even in some cases …” „… is after a period of 12 month at a value of about 86%. The course of security and availability are …”

P. Gesner, F. Kirschbaum, F. Landenberger, J. Scheiffele, L. Morawietz, B. Bäker Modeling and identification of electrochemical energy storage for drive train development – Review and evaluation S. 101-114

„… , machine learning methods like support vector machine [24] and neural network [25] are applied. Based on …” „… the layers in a neural network. Furthermore, the measured battery signals may be used either directly …” „… components value determination of lithium ion: A review,” in Third International Conference on …”

M. Oertel, J. Wolf Safety for Automated Driving with High Performance ECUs S. 395-406

„… , information is sent periodically on the network from the sender to the receiver. This information is enriched …” „… do we address them? > Data loss > Data masquerading of > whole file > key-value pair > Data …”

doi.org/10.51202/9783181023570

VDI Wissensforum GmbH - Dritev – Drivetrain For Vehicles 2018

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VDI Wissensforum GmbH (ed.)

Dritev – Drivetrain For Vehicles 2018

Series: VDI-Berichte

Volume 2328 2018

Results in this title

J.-M. Veith, B. Krüger, A. Albers, M. Behrendt Torque prediction in vehicle drive trains based on bus signals using artificial neural networks

„… corresponding output value for each input value. In this case the network is not learning the underlying …” „… Torque Prediction in Vehicle Drive Trains based on Bus Signals using Artificial Neural Networks …” „… method which focusses on the use of artificial neural networks (ANN) for typical engineering problems …”

T. Gemassmer Approaches to increase efficiency and dynamics of ipmsm traction drives by optimization of control strategies

„… literature (e.g. [1, 3]). A decoupling network at the outputs of the two independent current controllers is …” „… PI-controllers and decoupling network. However, for nonlinear machines, the inductances and have to be …” „… proposed improvements of the decoupling network in the previous section consider the dynamic behavior of …”

K.-P. Fritsch Industry 4.0 in the automatic transmission production

„… into the value-added processes. ZF relies on the consistent networking of intelligent mechatronic …” „… company network in Saarbrücken is running. AT the end of 2018, Microsoft HoloLens is to be available as a …” „… the value-added chain, with partly serious effects, are among others machine and material …”

K. Bennewitz, A. Mann Powertrain electrification exemplified by the VW Golf

„… unknown form of mobility as well as they have also initiated changes along the value chain from …” „… consequence independent of their system location and the respective project-specific vehicle network …” „… value corresponds to a rise of around 50 percent (NEDC measurement and close-to-real-life annual …”

M. Kneißler, R. Welter, M. Baumann Entry hybridization of manual transmission drivetrains – A review of P0/P1 structures with an automated clutch

„… drivetrains. The task is to create solutions that are offering an attractive value proposition to the end …” „… in the functional software has options to communicate with either CAN, CAN FD or Flexray network …”

doi.org/10.51202/9783181023280

VDI Wissensforum GmbH - Technische Zuverlässigkeit 2019

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VDI Wissensforum GmbH (ed.)

Technische Zuverlässigkeit 2019

Series: VDI-Berichte

Volume 2345 2019

Results in this title

O. Esbel, S. Kauschke, S. Rinderknecht Predicting and Forecasting the Lifetime of Automotive Vehicle Components S. 321-0

„… unknown phenomenon and the goal is to build a model that is capable of predicting a damage value of a …” „… previous trips of that vehicle which in return will give us a damage value that is close with respect to …” „… miss-classified failures. In addition, the RMSE was higher than RF with a value of 0.03519. Additionally, GB was …”

doi.org/10.51202/9783181023457

Sebastian Recker - Systematic and Optimization-Based Synthesis and Design of Chemical Processes

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Sebastian Recker

Systematic and Optimization-Based Synthesis and Design of Chemical Processes

Series: Verfahrenstechnik

Volume 951 2017

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Bibliography S. 99-114

„… Floudas, C. A. (1990): Optimization of complex reactor networks–I. Isothermal operation, Chemical …” „… ): Optimization of complex reactor networks–II. Nonisothermal operation, Chemical Engineering Science 49(7), 1037 …” „… , J.-M. (2000): General rate equations and their applications for cyclic reaction networks: Single-cycle …”

Introduction S. 1-10

„… the design task into subproblems for the reactor network, the separation and recycle system, as well …” „… as the heat exchanger network design. These dependent subproblems are consequently assessed in …” „… search (Cremaschi, 2015) yielded over 1200 publications in the main areas of reactor network …”

Systematic variant generation for catalytic processes S. 55-62

„… screening methods like the reaction network flux analysis (RNFA) (Voll and Marquardt, 2012) or the process …” „… network flux analysis (PNFA) (Ulonska, Skiborowski, Mitsos and Viell, 2016) can be used for an automated …” „… for reaction and increasing the cost for separation has to been found. Different reactor networks may …”

A unifying framework for conceptual process design S. 11-54

„… processes of Marquardt et al. (2008) by including the degrees of freedom related to reactor networks and to …” „… generated. For reactor networks (cf. Section 1.1.1) or for zeotropic multicomponent distillation with simple …” „… methods for kinetically controlled reactor networks are still lacking. Consequently, a novel shortcut …”

Systematic design of a butadiene telomerization process S. 63-94

„… butadiene telomerization process reactor network crude C4 MeOH raffinate-I 1-MODE by-product(s …” „… ) separation system Pd/TPP Pd/TPP MeOH recycle butadiene recycle a) Pd/TPP process reactor network …” „… intervals for Pd/TPP after simultaneous correction step. parameter estimated value 95% confidence interval K …”

doi.org/10.51202/9783186951038

Michael Pagel - Model-based diagnosis of electronic cooling fan drive systems

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Michael Pagel

Model-based diagnosis of electronic cooling fan drive systems

Series: Mess-, Steuerungs- und Regelungstechnik

Volume 1262 2018

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Summary and Outlook S. 118-121

„… network. The technique furthermore allows for the determination of a winding temperature before starting …” „… . During standstill of the drive a short pulse is injected and the resistance value derived from the system …” „… resistance during standstill, they can also be used for actuators. The thermal network presented in Section …”

Fault Detection and Diagnosis: Application S. 99-117

„… resistance faults, an initial value of the winding resistance in healthy state has to be determined. The …” „… operation, detection of winding faults is di cult, as the resistance value strongly depends on the winding …” „… temperature. Furthermore, with the method as described in Section 4.1, only a mean resistance value can be …”

Fault Detection and Diagnosis of the electrical motor: Online Parameter Acquisition S. 40-98

„… line-to-line voltages and the rotational speed. The thermal network presented in Section 4.4 is based on an …” „… material. For copper, 4.1 Winding Resistance 41 it holds γ = 0.39%K−1. Knowledge of the initial value and …” „… inside the motor and is the basis for adaptive parametrization of the developed thermal network. 4.1.1 DC …”

Titelei/Inhaltsverzeichnis

„… : Fault detection – Fault diagnosis – Engine cooling fan – Thermal network – Parameter estimation …” „… . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 77 4.4 Thermal Network for Determination of Magnet Temperature . . . . . . . . 78 VI Contents 4.4.1 …” „… Forgetting factor - ρ Density kgm−3 σ Singular value - ϕ Rotor angle rad ξ Duty cycle - Ψ Flux linkage V s Ψ …”

The Engine Cooling Fan System S. 18-39

„… Self-inductivity per phase 116 µH Absolute value of mutual inductivity per phase 57.7 µH Resistance per phase at 25 …” „… the MOSFET and the diode, RDSon the drain-source on-state resistance, iMrms the rms value of the …” „… voltage of the diode in on-state, RD the diode on-state resistance and iDrms the rms value of the diode …”

Methods of Fault Detection and Diagnosis S. 8-17

„… condition. A symptom with a value unequal to zero usually indicates a fault in the process. A compilation of …” „… the symptom vector to a speci c fault include neural networks, statistical methods 2.2 Fault Diagnosis …” „… belongs to a speci c fault. Pattern matching with neural networks is done by creating complex, nonlinear …”

doi.org/10.51202/9783186262080

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