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Artificial Intelligence for Power Electronics

Name: Artificial Intelligence for Power Electronics
Brand: John Wiley & Sons Inc
SKU: 9781394270774
Price: 132.42 EUR
Availability: InStock

Autor: Azra Malik, Saad Mekhilef

Jazyk:

Väzba: Pevná

Vydavateľ: John Wiley & Sons Inc

Dostupnosť: Skladom u dodávateľa

Odosielame za 9-15 dní

132.42 €

Thorough review of how artificial intelligence can enhance the design, control, and optimization of...

Informácie o knihe

Autor

Azra Malik, Saad Mekhilef

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2025

Stránok

400

EAN

9781394270774

ISBN

1394270771

Enbook ID

47122241

Vydavateľ

John Wiley & Sons Inc

Hmotnosť

702

Kompletný popis

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 modelsTechniques for AI data collection in power electronics and how to clean, normalize, and handle missing values of dataOptimization techniques such as Particle Swarm Optimization and Ant Colony OptimizationDetection techniques for identifying faults and anomalies and clustering algorithms to group similar operational behaviorEssential 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.

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