Neural network control of a gas turbine

Ian Nabney; D.C. Cressy

doi:10.1007/BF01413818

Neural network control of a gas turbine

Ian Nabney, D.C. Cressy

Department of Computer Science

Research output: Contribution to journal › Article (Academic Journal) › peer-review

13 Citations (Scopus)

Abstract

In this paper we explore the practical use of neural networks for controlling complex non-linear systems. The system used to demonstrate this approach is a simulation of a gas turbine engine typical of those used to power commercial aircraft. The novelty of the work lies in the requirement for multiple controllers which are used to maintain system variables in safe operating regions as well as governing the engine thrust.

Original language	Undefined/Unknown
Pages (from-to)	198-208
Number of pages	11
Journal	Neural Computing and Applications
Volume	4
Issue number	4
DOIs	https://doi.org/10.1007/BF01413818
Publication status	Published - 1996

Bibliographical note

Keywords

correlation tests, model following, neurocontrol

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10.1007/BF01413818

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Cite this

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title = "Neural network control of a gas turbine",

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AB - In this paper we explore the practical use of neural networks for controlling complex non-linear systems. The system used to demonstrate this approach is a simulation of a gas turbine engine typical of those used to power commercial aircraft. The novelty of the work lies in the requirement for multiple controllers which are used to maintain system variables in safe operating regions as well as governing the engine thrust.

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M3 - Article (Academic Journal)

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