Gas Turbines Modeling, Simulation, and Control

Name: Gas Turbines Modeling, Simulation, and Control
Brand: Taylor & Francis Inc
SKU: 9781498726610
Price: 1257.6 PLN
Availability: InStock

Using Artificial Neural Networks

Autor: Xiaoqi Chen

Język:

Oprawa: Twarda

Wydawca: Taylor & Francis Inc

Dostępność: Dostępna u dostawcy

Wysyłamy za 14-21 dni

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Gas Turbines Modeling, Simulation, and Control: Using Artificial Neural Networks provides new approa...

Informacje o książce

Autor

Xiaoqi Chen

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2015

strony

176

EAN

9781498726610

ISBN

9781498726610

Enbook ID

09415076

Wydawca

Taylor & Francis Inc

Waga

472

Wymiary

240 x 162 x 19

Pełny opis

Gas Turbines Modeling, Simulation, and Control: Using Artificial Neural Networks provides new approaches and novel solutions to the modeling, simulation, and control of gas turbines (GTs) using artificial neural networks (ANNs). After delivering a brief introduction to GT performance and classification, the book:

Outlines important criteria to consider at the beginning of the GT modeling process, such as GT types and configurations, control system types and configurations, and modeling methods and objectives
Highlights research in the fields of white-box and black-box modeling, simulation, and control of GTs, exploring models of low-power GTs, industrial power plant gas turbines (IPGTs), and aero GTs
Discusses the structure of ANNs and the ANN-based model-building process, including system analysis, data acquisition and preparation, network architecture, and network training and validation
Presents a noteworthy ANN-based methodology for offline system identification of GTs, complete with validated models using both simulated and real operational data
Covers the modeling of GT transient behavior and start-up operation, and the design of proportional-integral-derivative (PID) and neural network-based controllers

Gas Turbines Modeling, Simulation, and Control: Using Artificial Neural Networks not only offers a comprehensive review of the state of the art of gas turbine modeling and intelligent techniques, but also demonstrates how artificial intelligence can be used to solve complicated industrial problems, specifically in the area of GTs.

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Gas Turbines Modeling, Simulation, and Control

Using Artificial Neural Networks

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