„… scenarios enables better development and design of drive systems. In early development phases, the modelling …” „… Model-based simulation of a longitudinal dynamics vehicle model with a single-wheel drive …” „… simulation of vehicles including real test data. Based on the simulation results conclusions can be drawn …”

„… Advanced Electric Drive Modelling for Thermal and NVH adaptive control Case study 48V e-Axle for …” „… . Therefore, modelling and simulation are becoming a bigger part of electric drive development stages as they …” „… reduced time, prototyping loops and cost. In this work, an advanced modelling of 48V electric drive is …”

„… drivesIntelligent all-wheel driveThermal management of e-machinesSustainability and life cycle analysis in …” „… developmentVehicle development with computational fluid dynamicsEfficiency of electric drivesElectrified city of …” „… bibliographic data is available via Internet at www.dnb.de. f ArchitekturenThe Magna 7HDT400 for BMW’s new 48V …”

„… measurement data from the drive train for training. This means that the model can only be used late in the …” „… Temperature Modelling of a Dual Clutch with Artificial Neural Networks Florian Schuchter, Max …” „… measurement data. A supervised learning algorithm is used that trains a neural network. The temperature …”

„… adaptation algorithms. This question can be answered by assessing existing fleet data offline. The other …” „… currently on endurance data there is only little temperature var-iation with regard to sealing temperature …” „… ? and the fitted value ? for a complete data set. This fit function mainly uses gradient descent update …”

„… Integration VDI-Berichte Nr. 2401, 2022 277in eDrive Anwendungen vorgestellt. Diese Funktion ermöglicht die …” „… suppliers, particular for electric drive systems have to cope with mechanical and electrical components …” „… detail for the integration of a disconnect system in an electric drive unit. System Development …”

„… using a Data-Driven Optimization Environment,” In: VDI-Berichte 2373, Onlinekonferenz, 20 …” „… extra-urban driving scenarios. Furthermore, the more complex "Two-Drive-Transmission" (TDT) concept is …” „… efficient by electric (and also electrified) powertrain concepts. Current BEV are usually driven by a …”

„… the example of a virtual torque sensor development and validated with test drive data …” „… requires big datasets but gaining measured data in test drives is very time- and cost-intensive. Thus, a …” „… pre-processing. The approach is validated using real driving data. Fig. 3: Iterative modelling of physical …”

„… Vehicle 5.0 Multidimensional driving cycles based on fleet traffic data for the estimation of the energy …” „… driving cycles based on fleet driving data from Darmstadt are used to analyze the relevance of these …” „… considered. Though they are based on real driving data, they cannot depict the diversity in real-life …”

„… driver directly to the vehicle. Therefore, shift quality and shift feel is still an important factor for …” „… global market in the future [1],]2]. Driver environment and Human Machine Interface (HMI) is under a …” „… driver environment it is by implication also increasing the customer expectations on the last remaining …”

„… of the vehicles. This paper gives an introduction to a simplified and transparent method of modelling …” „… optimization on energy consumption for various types of vehicle and drive systems, the effect of a 1 …” „… ]). The results showed that - efficiency improvement in different drive cycles had a varying effect on …”

„… software-driven ones with an ever growing share of inhouse developed software code [Stadler 2017]. As a result …” „… on driver inputs, restrictions, environmental conditions and situation-dependant optimization …” „… VDI-Berichte Nr. 2328, 201848 (BAT) and the vehicle’s driven wheels with the aim of minimizing energy …”

„… customer data are used for simulation. Afterwards, for the resulting operating points the thermal behavior …” „… . After that, three different hybrid topologies with front wheel drive (P1, P2 and P3) with an …” „… representative customer data are used for simulation. Based on these results, the thermal behavior of the EM and …”

„… driver data and third-party traffic, route and weather information in order to train data-driven vehicle …” „… longitudinal velocity profile using a data-driven prediction algorithm. Based on vehicle parameters and the …” „… a data-driven model of the thermal system the overall energy consumption can be calculated for a …”

„… amount of transferred data continues to increase. This is mainly driven by concepts like ADAS and …” „… SAE J1939 in AUTOSAR – CAN FD and CAN XL Achieve Higher Data Rates for J1939 Communication in …” „… has addressed this need by extending the J1939 standard for use on CAN FD. This allows for higher data …”

„… models with hand-crafted rules have for a long time been more performant than data driven, machine …” „… based on training data that would not be feasible without AI. This ability of AI has been used over …” „… optimize huge numbers of parameters based on training data that would not be feasible without AI. This …”

„… HPC A model-based approach using partly-defined input data Olaf Schmidt, Dr. Karsten Albers, Philip …” „… functionality while reducing hardware costs at the same time drives new E/E architectures. In this paper we …” „… and the data communication. Because of the deep dependency of this piece of software and the hardware …”

„… automation of driving functions, the software-defined vehicle as an innovation driver, and the continuous …” „… data from these models must be merged into a single graph model. This requires a dedicated tool that …” „… and tools. 4. PMT Concept Model-based Systems Engineering entails the use of the Systems Modelling …”

„… schedule in a single CPU during one hyper-period, including data flow dependencies (black arrows) and …” „… shown in Fig. 3. The co-simulation for CTFS is a discrete event simulation driven by the timing …” „… service (CPS). The CPS filters the timing events, by applying the required data consistency mechanisms …”

„… , the possibility to extract secret data or degrade the availability of the system. The costs for fixing …” „… design and testing methods could be used to minimize critical vulnerabilities during development. 2 Data …” „… advisories like Curl [9] this information can replace the NIST NVD data. Further, the CVSS system is further …”

„… behaviour of electric drives at different operational points. Consequently, such detailed modelling also …” „… demands detailed design of electric drive. Thereby, such detailed modelling and simulation can be …” „… Thermal Simulation according to Maturity Level in E-Drive Development Dr. R. Rohith …”

„… and emissions legislation along with the constant drive for improved performance and energy …” „… driven OEMs to pursue a variety of solutions for their different applications including advanced …” „… , DHT, AWD EV), eTurbo™, eBooster® electrically driven compressor, variations in battery size and type …”

„… on the thrust washers. In the context of lean validation and based on existing data from test stand …” „… experiment data and has been later extended to gear set 2. The reason for this was that in the hardware the …” „… options a specific modelling strategy on the slave side of such contact interfaces is applied. The slave …”

„… Holistic Design of All-Wheel Drive Electric Powertrains Using a Multi-Objective Optimization …” „… aufzuzeigen. Abstract In this paper, all-wheel drive (AWD) systems in battery electric vehicles (BEVs …” „… driven by a central engine, electric all-wheel drive systems are realized as axle split systems. Both …”

„… active human model. Results show realistic head-neck and lumbar stabilisation, while modelling leg …” „… automated cars. Biomechanical modelling of the human body can reveal the underlying mechanisms of …” „… modelling techniques. Models for comfort simulation generally use lumped parameterization methods (mass …”