Optimization
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Application of Deep Learning to Optimal Design
Hajime Igarashi, Hokkaido University
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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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[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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[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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[JAC257] IPM Motor Topology Optimization
In this example, rotor core maximum stress and radial direction maximum displacement in the radial direction are set to certain values or less, and rotor geometry is designed that…
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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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Study of Optimum IH Coil Design for the Improved Induction Hardening Pattern
Masaomi Kawabe, TAKAO KOGYO Co.,Ltd.
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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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Application of SIMP-based Topology Optimization in JMAG
Sukhwa Jung, DENSO CORPORATION
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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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Reduction of Optimal Design Time for IPMSMs for Automotive Applications Using Machine Learning
Yuki Shimizu, Osaka Prefecture University
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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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[L-OP-34] Using MATLAB’s Optimization Engine in JMAG
MATLAB is widely used in the engineering field, and the MATLAB Global Optimization Toolbox is often used for optimization calculations also.
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[W-OP-96] Necessity of GA for Multi-Objective Optimization of Drive Motor
In this paper, the multi-objective optimization calculation has 12 design variables (8 geometric variables, 4 circuit variables) with 6 objective functions (maximize torque, minim…
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[JAC233] Induction Heating Coil Optimization
In this example, an example of using an optimization function to design a coil to use for induction hardening a gear is presented.
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[JAC268] SPM Motor Teeth Geometry Topology Optimization
In this example, the on / off method is used to search for stator teeth geometry that maximizes average torque and minimizes torque ripple with the entire areas of stator teeth ti…
