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Artificial Neural Networks for System Identification and Control

  • Serhat Seker
  • , Tahir Cetin Akinci
  • , Alfredo A. Martinez‑Morales
  • ESIGELEC
  • Université de Djibouti
  • University of California at Riverside
  • Florida Polytechnic University
  • Sustainable Integrated Grid Initiative and the Distributed Energy Resources Laboratory

Araştırma çıktısı: Kitap/Rapor/Konferans Bildirisinde BölümBölümHakem

Özet

In an age where intelligent systems are transforming engineering practice, Artificial Neural Networks for System Identification and Control offers a clear roadmap to mastering artificial intelligence (AI)‑driven modeling and control. From mathematical neuron models to adaptive Artificial Neural Network (ANN)‑based controllers, this book combines theory, algorithms, and hands‑on coding to help readers design and analyze intelligent systems. Rich with visual examples and real‑world case studies, it demonstrates how neural networks outperform traditional control methods in handling nonlinearity, uncertainty, and dynamic system behavior. • Offers a practical and accessible guide to ANN‑based system identification and control • Blends mathematical insight with real engineering applications • Provides Python‑supported examples and visual case studies • Highlights key advances in nonlinear modeling and adaptive control design • Bridges the gap between theory, simulation, and real‑world deployment This book is intended for engineers, researchers, and advanced students seeking to apply artificial intelligence to control theory, robotics, and signal processing and to design smarter, more adaptive engineering systems.

Orijinal dilİngilizce
Ana bilgisayar yayını başlığıCoresource 4
YayınlayanCRC Press
Sayfalar1-100
Sayfa sayısı100
ISBN (Elektronik)9781003673972
ISBN (Basılı)9781041049111, 9781041143383
DOI'lar
Yayın durumuYayınlandı - 2026

Bibliyografik not

Publisher Copyright:
© 2026 Serhat Seker, Tahir Cetin Akinci and Alfredo A. Martinez‑Morales.

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