High fidelity 3D optimization of small-scale electrical claw pole drives using design of experiments and machine learning
Electromagnetics
PRESENTER:
Dr. Mathias Lindner
EXPERTISE:
Electromagnetics
Software:
JMAG
IAV is engaged in electro-magnetical design from high-performance powertrain drives all-embracingly down to small-scale actuators. One key topology for these auxiliary applications is the claw pole motor, which is based on radial, tangential and axial flux paths. Compared to the more familiar radial flux AC machines, the design optimization and FEA simulation of such a system implies some noteworthy differences, which are especially the three-dimensional geometry, the voltage control method as well as the high influence of power loss on performance. All these challenges demand a clear focus on the optimization strategy and require an FEA tool being capable of fast, accurate and robust simulations. The presentation will demonstrate IAV’s approach for high fidelity and yet low effort optimization runs based on design of experiments and machine learning on the example of the rarely examined small-scale claw pole motor.
Other Resources
On-demand webinars
3 (1) Electromagnetics PRESENTER:Didier Zefack EXPERTISE:Electromagnetics Software:JMAG Released in January 2025, the new JMAG-Designer version marks a significant step forward in automation of the design and massive-simulation processes, with boosted and innovative functionalities which make it very easier to use and implant across all design phases of any electric machine types. The key points of […]
On-demand webinars
0 (0) Electromagnetics PRESENTER:Keerthana C. EXPERTISE:Electromagnetics Software:JMAG The future of axial flux motor simulation is promising, thanks to advancements in computational power, AI integration, and user-friendly software that provide deeper insights and streamline the design process. These innovations are driving the adoption and optimization of axial flux motors across various industries. Axial gap-type motors, known […]
On-demand webinars
0 (0) Electromagnetics PRESENTER:Stephan Paul EXPERTISE:Electromagnetics Software:JMAG In the field of electromagnetic design, accurately simulating and mitigating eddy current losses is crucial for enhancing the efficiency and performance of magnetic systems. Join us for an insightful webinar where our experts will delve into the latest advancements in simulation techniques. This session will cover the comparative […]
