Téléchargez le livre : Artificial Intelligence for Power Electronics

Artificial Intelligence for Power Electronics

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Wiley-IEEE Press


Paru le : 2025-07-09

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Description

Thorough review of how artificial intelligence can enhance the design, control, and optimization of power electronics systems
Artificial Intelligence for Power Electronics provides a comprehensive overview of the intersection between artificial intelligence (AI) and the field of power electronics, exploring how AI can revolutionize and enhance the design, control, and optimization of power electronics systems. The book covers the fundamentals of AI and power electronics, and the challenges the field faces in design to production, with the solutions of these challenges through AI methods. Example solutions, along with Q&A review sections, are included throughout the text, with coverage of both Python and MATLAB.
Some of the topics discussed in this book include: Supervised, unsupervised, and reinforcement machine learning and the role of data in training machine learning models Techniques for AI data collection in power electronics and how to clean, normalize, and handle missing values of data Optimization techniques such as Particle Swarm Optimization and Ant Colony Optimization Detection techniques for identifying faults and anomalies and clustering algorithms to group similar operational behavior Essential Python libraries for machine learning and how to perform machine learning on a Raspberry Pi
Delivering an industry-specific approach to AI applications, Artificial Intelligence for Power Electronics is a helpful reference for undergraduate, postgraduate, and PhD students in electrical, electronic, and computer engineering. Mechanical engineers and other industry professionals may also find it valuable.
Pages
400 pages
Collection
n.c
Parution
2025-07-09
Marque
Wiley-IEEE Press
EAN papier
9781394270774
EAN PDF
9781394270798
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
400
Taille du fichier
28815 Ko
Prix
139,40 €
EAN EPUB
9781394270781
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
400
Taille du fichier
23736 Ko
Prix
139,40 €

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