![](/images/graphics-bg.png)
Gas Turbine Engine Control Design Using Fuzzy Logic and Neural Networks
Joint Authors
Bazazzadeh, M.
Badihi, H.
Shahriari, A.
Source
International Journal of Aerospace Engineering
Issue
Vol. 2011, Issue 2011 (31 Dec. 2011), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2011-09-15
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Engineering Sciences and Information Technology
Abstract EN
This paper presents a successful approach in designing a Fuzzy Logic Controller (FLC) for a specific Jet Engine.
At first, a suitable mathematical model for the jet engine is presented by the aid of SIMULINK.
Then by applying different reasonable fuel flow functions via the engine model, some important engine-transient operation parameters (such as thrust, compressor surge margin, turbine inlet temperature, etc.) are obtained.
These parameters provide a precious database, which train a neural network.
At the second step, by designing and training a feedforward multilayer perceptron neural network according to this available database; a number of different reasonable fuel flow functions for various engine acceleration operations are determined.
These functions are used to define the desired fuzzy fuel functions.
Indeed, the neural networks are used as an effective method to define the optimum fuzzy fuel functions.
At the next step, we propose a FLC by using the engine simulation model and the neural network results.
The proposed control scheme is proved by computer simulation using the designed engine model.
The simulation results of engine model with FLC illustrate that the proposed controller achieves the desired performance and stability.
American Psychological Association (APA)
Bazazzadeh, M.& Badihi, H.& Shahriari, A.. 2011. Gas Turbine Engine Control Design Using Fuzzy Logic and Neural Networks. International Journal of Aerospace Engineering،Vol. 2011, no. 2011, pp.1-12.
https://search.emarefa.net/detail/BIM-450301
Modern Language Association (MLA)
Bazazzadeh, M.…[et al.]. Gas Turbine Engine Control Design Using Fuzzy Logic and Neural Networks. International Journal of Aerospace Engineering No. 2011 (2011), pp.1-12.
https://search.emarefa.net/detail/BIM-450301
American Medical Association (AMA)
Bazazzadeh, M.& Badihi, H.& Shahriari, A.. Gas Turbine Engine Control Design Using Fuzzy Logic and Neural Networks. International Journal of Aerospace Engineering. 2011. Vol. 2011, no. 2011, pp.1-12.
https://search.emarefa.net/detail/BIM-450301
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-450301