Name: Artificial Intelligence for Power Electronics (en Inglés)
SKU: 63298271
Price: 157.59 USD
Availability: InStock
Author: Ahteshamul Haque; Azra Malik; Saad Mekhilef

portada Artificial Intelligence for Power Electronics (en Inglés)

Artificial Intelligence for Power Electronics (en Inglés)

Formato

Libro Físico

Editorial

Wiley-Ieee Press

Autor

Ahteshamul Haque; Azra Malik; Saad Mekhilef

Año

2025

Idioma

Inglés

N° páginas

384

Encuadernación

Tapa Dura

ISBN13

9781394270774

N° edición

Artificial Intelligence for Power Electronics (en Inglés)

Ahteshamul Haque; Azra Malik; Saad Mekhilef (Autor) · Wiley-Ieee Press · Tapa Dura

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Reseña del libro "Artificial Intelligence for Power Electronics (en Inglés)"

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, the fundamentals of power electronics and the challenges the field faces in design to production, and 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 Artificial Intelligence for Power Electronics include:

- Supervised, unsupervised, and reinforcement machine learning and the role of data in training machine learning models
- Techniques for AI data collection in power electronics and how to clean, normalize, and handle missing values of data
- Optimization techniques such as Particle Swarm Optimization and Ant Colony Optimization
- Detection techniques for identifying faults and anomalies and clustering algorithms to group similar operational behavior
- Essential 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.