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Carte Artificial Intelligence for Power Electronics Azra Malik

Artificial Intelligence for Power Electronics

Autor: Azra Malik, Saad Mekhilef
Limbă: engleză
Legare: Copertă tare
Editura: John Wiley & Sons Inc
Disponibilitate: În depozitul extern
Expediem în 9-15 zile
765.53 lei
Thorough review of how artificial intelligence can enhance the design, control, and optimization of...

Informații despre carte

Autor
Azra Malik, Saad Mekhilef
Limbă
engleză
Legare
Carte - Copertă tare
Publicat
2025
Pagini
400
EAN
9781394270774
ISBN
1394270771
Enbook ID
47122241
Editura
John Wiley & Sons Inc
Greutate
702

Descriere completă

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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