Design Exploration / Optimization

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  1. [L-OP-218] Optimization of Materials as Design Variables

    This case study runs a multi-objective geometry and material optimization of an IPM motor to minimize the iron losses and material costs. The material optimization evaluates nine …

  2. [W-VI-192] Proposal for System-level Noise/Vibration Design Process Using Transfer Functions

    This paper proposes a new system-level noise and vibration design process that takes advantage of transfer functions to realize designs that account for the magnetic characteristi…

  3. [JAC317] Optimization via a Surrogate Model Using Materials as Design Variables

    This case study runs a material optimization of an IPM motor that minimizes the iron losses and material costs to select the best core from three types of materials: electromagnet…

  4. [JFT211] Parametric Analysis and Optimization in JMAG-Express Using Custom User Geometry

    This tutorial describes the procedures to run a parametric analysis and optimization in JMAG-Express using two-dimensional geometry data created in external CAD software.

  5. [JFT214] Optimization with Constraints on Dependent Dimension Parameters

    OverviewGeometry optimization is a promising technique to produce innovative designs but imposing proper constraints on dimension parameters is crucial to exclude unmanufacturable…

  6. [JFT213] Offline Optimization Using Response Value Surrogate Model and Geometry Check Surrogate Model

    This tutorial describes the procedures to export a geometry check surrogate model from an optimization run with a response value surrogate model to execute an optimization that re…

  7. [JAC319] Design Exploration of an IPM Motor Using an Offline Optimization

    This document introduces a process for an offline optimization run using a surrogate model to explore design solutions that satisfy the requirements in less time while also reduci…

  8. Advancing CSC Electrical Steels: From Material Development to Measurement and Prototype Applications

    Chen Guan-Ming, China Steel Corporation

  9. A Modular Generator Design for Large Wind Turbines: Concept and Case Study

    Masaya Inoue, Albatross technology inc.

  10. What Is the Role of JMAG in the Electric Machine Design?

    Po-Chang Hung, Gogoro Inc.

  11. Multi-physics Design Optimization of an Externally Excited Axial Flux Machine

    Martin Bruell, Schaeffler AG

  12. Introduction to a New Motor Design Approach and BEV Optimization for Product Planning

    Seiji Fukui, Mazda Motor Corporation

  13. Machine learning in traction motor design – fragile hype or real revolution? An experience report.

    Louis Jäkel, IAV Japan Co., Ltd.

  14. Data-Driven Optimization of E-Machines Considering the Powertrain of Electric Vehicles

    Maximilian Clauer, Dr. Ing. h.c. F. Porsche AG

  15. [L-OP-211] Offline Optimizations Using Surrogate Models

    This case study runs an offline optimization to explore the optimal geometry for an axial gap motor to maximize average torque and minimize losses. A constraint condition anticipa…

  16. [L-OP-190] Standalone Simulations to Evaluate Magnetic, Thermal, Structural, and Control Designs

    This case study runs an optimization on the initial nabla-shaped IPM drive motor design to maximize torque and minimize magnet mass for greater fuel economy during the WLTC drive …

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