Erhältlich:
Nicht auf Lager
Buch (Hardcover): Fachbuch
Artificial Intelligence for Power Electronics
Verlag:
John Wiley & Sons Unsere-Artikel-Nr.: P35929305
EAN: 9781394270774
Erhältlich:
Nicht auf Lager
Zustellung: Fr, 25.09.2026
Versand: Kostenlos
-15.8 %
CHF 190.–
CHF 160.–
Beschreibung
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. 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.
Spezifikationen
Sprache
- Englisch
Autor
- Ahteshamul Haque
- Saad Mekhilef
- Azra Malik
Erscheinungsjahr
- 2025
Format
- Buch (Hardcover)
Anzahl Seiten
- 400