Design Exploration / Optimization
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AI Technology with Aid of Data-driven Method Makes EM Simulation and Optimization More Effective
Hajime Igarashi, Hokkaido University
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Reduction of Optimal Design Time for IPMSMs for Automotive Applications Using Machine Learning
Yuki Shimizu, Osaka Prefecture University
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3D Design of Magnetic Components by Gaussian Kernel Regression -Forward Design and Inverse Design-
Yuki Sato, Texas Instruments Japan Limited
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Application of SIMP-based Topology Optimization in JMAG
Sukhwa Jung, DENSO CORPORATION
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Application of Topology Optimization Analysis Technology for Traction Motor of Automotive
Yukihiro Yoshinari, Hitachi Automotive Systems, Ltd.
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Study of Optimum IH Coil Design for the Improved Induction Hardening Pattern
Masaomi Kawabe, TAKAO KOGYO Co.,Ltd.
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Motor Efficiency Improvement Toward New Energy Vehicle Drive Cycle based on Multi-objective Optimization Algorithm
Xiangrui Yin, China FAW Group Co.,Ltd
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[JFT118] Distributed Processing for Parameter Optimization Calculations Using SSH
This document describes a method for running optimization calculations with a Linux remote machine by using SSH.
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[JAC257] Topology Optimization of an IPM Motor
This case study runs a topology optimization to minimize torque ripple and maximize average torque with the maximum stress on the rotor core and maximum radial displacement below …
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[JFT109] Comparing Efficiency Maps and Loading External Data
Using a JMAG-Designer efficiency map study, this document describes the method for creating efficiency maps with external data as output and confirming the differences between tho…
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[JFT111] Accounting for Arbitrary Motions
This document describes a method of accounting for arbitrary motions in the moving parts of electrical equipment.
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[JAC258] Magnetic Shield Geometry Optimization
In this example, a case study in which the geometry of a magnetic shield is optimized using topology optimization that uses a sensitivity analysis (density method) is presented. D…
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[JAC252] Geometry Optimization of a Solenoid Valve
In this example, an example where the geometry of a solenoid valve is optimized using a multi-objective optimization algorithm is presented.
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[JAC261] SPM Motor Magnet Coercive Force Optimization For Obtaining Sinusoidal Magnetization
In this example, a magnet is segmented into blocks and coercive force is defined. The coercive force of each block is calculated so that the induced voltage waveform approaches a …
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Electric Noise in Cars from Inverter Current to Noise
Mehdi Mehrgou, AVL List Gmbh.
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Application of Deep Learning to Optimal Design
Hajime Igarashi, Hokkaido University
