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Kniha Artificial Intelligence for Power Electronics Azra Malik

Artificial Intelligence for Power Electronics

Autor: Azra Malik, Saad Mekhilef
Jazyk: Angličtina
Vazba: Pevná
Vydavatel: John Wiley & Sons Inc
Dostupnost: Skladem u dodavatele
Odesíláme za 9-15 dnů
3 200 Kč
Thorough review of how artificial intelligence can enhance the design, control, and optimization of...

Informace o knize

Autor
Azra Malik, Saad Mekhilef
Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2025
Stránek
400
EAN
9781394270774
ISBN
1394270771
Enbook ID
47122241
Vydavatel
John Wiley & Sons Inc
Hmotnost
702

Kompletní 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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