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Könyv Artificial Intelligence for Power Electronics Azra Malik

Artificial Intelligence for Power Electronics

Szerző: Azra Malik, Saad Mekhilef
Nyelv: Angol
Kötés: Kemény kötésű
Kiadó: John Wiley & Sons Inc
Elérhetőség: Beszállítói készleten
Küldés 9-15 napon belül
53 027 Ft
Thorough review of how artificial intelligence can enhance the design, control, and optimization of...

Információk a könyvről

Szerző
Azra Malik, Saad Mekhilef
Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2025
oldal
400
EAN
9781394270774
ISBN
1394270771
Enbook ID
47122241
Kiadó
John Wiley & Sons Inc
Súly
702

Teljes leírás

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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