Asgari / Chen Gas Turbines Modeling, Simulation, and Control

Using Artificial Neural Networks
Erscheinungsjahr 2015
ISBN: 978-1-4987-2663-4
Verlag: CRC Press
Format: PDF
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 206 Seiten

This book presents novel methodologies for modeling, simulation and control of gas turbines using ANN (Artificial Neural Networks). Readers will learn how artificial intelligent techniques can be used to solve complicated industrial problems specifically in the area of gas turbines. Gas turbines can be used for power generation or as jet or marine engines. This book will be a valuable source of research for graduate and postgraduate students, researchers, engineers or other professionals who deal with artificial neural networks.

Autoren/Hrsg.

Asgari, Hamid

Chen, XiaoQi

Fachgebiete

• Technische Wissenschaften Umwelttechnik | Umwelttechnologie Umwelttechnik
• Naturwissenschaften Physik Mechanik Energie
• Geowissenschaften Umweltwissenschaften Umwelttechnik
• Geisteswissenschaften Design Produktdesign, Industriedesign

Inhaltsverzeichnis

Introduction. Gas Turbine Modeling and Control Background. ANN-Based System Identification for Industrial Systems. Modeling and Simulation of a Single-Shaft Gas Turbine. Modeling and Simulation of the Transient Behavior of an IPGT. Modeling and Simulation of the Startup Operation of an IPGT by Using NARX Models. Design of Neural Network Based Controllers for Gas Turbines. References.