Topology Optimization and AI-based Design of Power Electronic and Electrical Devices

Topology Optimization and AI-based Design of Power Electronic and Electrical Devices

Principles and Methods

Igarashi, Hajime

Elsevier Science & Technology

01/2024

382

Mole

Inglês

9780323991667

15 a 20 dias

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1. Electromagnetism for electric device design 2. Foundations of electromagnetic field analysis for electric device design 3. Optimization methods for electric device design 4. Parameter and Topology Optimization for electric device design 5. AI-based Design Methods for electric device design

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Finite Element Method; Maxwell Equations; Stochastic Methods; Genetic Algorithm; CMA-ES, Particle Swarm Optimization; Level Set Method; Density Method; Deep Learning; Convolutional Neural Network; Grad-CAM; Monte Carlo Tree Search; Automatic Design; Surrogate Models: Response Surface