Artificial Intelligence for Power Electronics

Language: English

Published by John Wiley and Sons Inc, US, 2025

1394270771 / 9781394270774

  • First Edition
  • Hardcover
  • New
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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 QandA 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.…

Seller Inventory # LU-9781394270774

Title
Artificial Intelligence for Power Electronics
Author
Ahteshamul Haque
Publisher
John Wiley and Sons Inc, US
Publication year
2025
Condition
New
Binding
Hardback
Language
English
ISBN 10
1394270771
ISBN 13
9781394270774
Edition
1st.
Item weight
680 grams
Dimensions
15.24 x 2.24 x 22.86 cm

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