Gas turbines modeling, simulation, and control : using artificial neural networks /: using artificial neural networks. (2015)

• Record Type: Book
• Further Information: Note: Hamid Asgari, Xiaoqi Chen.
• Authors: Asgari, Hamid; Chen, XiaoQi, 1963-
• Contents: Introduction to Modeling of Gas Turbines; GT Performance; GT Classification; Considerations in GT Modeling; Problems and Limitations; Objectives and Scope; Summary White-Box Modeling, Simulation, and Control of GTs; White-Box Modeling and Simulation of GTs; White-Box Approach in Control System Design; Final Statement; Summary Black-Box Modeling, Simulation, and Control of GTs; Black-Box Modeling and Simulation of GTs; Black-Box Approach in Control System Design; Final Statement; Summary ANN-Based System Identification for Industrial Systems; Artificial Neural Network (ANN); The Model of an Artificial Neuron; ANN-Based Model Building Procedure; ANN Applications to Industrial Systems; ANN Limitations; Summary Modeling and Simulation of a Single-Shaft GT; GT Simulink Model; ANN-Based System Identification; Model Selection Process; Summary Modeling and Simulation of Dynamic Behavior of an IPGT; GT Specifications; Data Acquisition and Preparation; Physics-Based Model of IPGT by Using Simulink: MATLAB; NARX Model of IPGT; Comparison of Physics-Based and NARX Models; Summary Modeling and Simulation of the Start-Up Operation of an IPGT by Using NARX Models; GT Start-Up; Data Acquisition and Preparation; GT Start-Up Modeling by Using NARX Models; Summary Design of Neural Network-Based Controllers for GTs; GT Control System; Model Predictive Controller; Feedback Linearization Controller (NARMA-L2); PID Controller; Comparison of Controllers Performance; NMP Systems; Summary
• Edition: 1st
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2015
• Extent: 1 online resource, illustrations (black and white, and colour)
• Subjects: 621.433; Gas-turbines; Gas-turbines -- Mathematical models; Gas-turbines -- Automatic control; Neural networks (Computer science)
• Languages: English
• ISBNs: 9781498726634
• Related ISBNs: 9781498726610
• Notes: Note: Description based on CIP data; item not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.