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Artificial Intelligence for Power Electronics

Name: Artificial Intelligence for Power Electronics
Brand: John Wiley & Sons Inc
SKU: 9781394270774
Price: 138.82 EUR
Availability: InStock

Автор: Azra Malik, Saad Mekhilef

Език:

Корици: С твърди корици

Издател: John Wiley & Sons Inc

Наличност: Външен склад

Изпращаме след 9-15 дни

138.82 € 271.51 лв

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

Информация за книгата

Автор

Azra Malik, Saad Mekhilef

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2025

страници

400

EAN

9781394270774

ISBN

1394270771

Enbook ID

47122241

Издател

John Wiley & Sons Inc

Теглоt

702

Пълно описание

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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