Topology Optimization and AI-based Design of Power Electronic and Electrical Devices
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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
Descrição não disponível.
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
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
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.