Condition based management of gas turbine engine using neural networks

This research work is focused on the development of the hybrid neural network model to asses the gas turbine’s compressor health. Effects of various gas turbine compressor performance recovery methods like on-line washing, off-line washing and manual inlet guide vane cleaning are analyzed to segrega...

Full description

Saved in:

Bibliographic Details
Main Author:	Muthukumar, Krishnan
Other Authors:	Ho Hiang Kwee
Format:	Theses and Dissertations
Published:	2008
Subjects:	DRNTU::Engineering::Mechanical engineering::Motors, engines and turbines
Online Access:	https://hdl.handle.net/10356/6556
Tags:	Add Tag No Tags, Be the first to tag this record!
Institution:	Nanyang Technological University

id	sg-ntu-dr.10356-6556
record_format	dspace
spelling	sg-ntu-dr.10356-65562023-03-11T17:45:56Z Condition based management of gas turbine engine using neural networks Muthukumar, Krishnan Ho Hiang Kwee School of Mechanical and Aerospace Engineering DRNTU::Engineering::Mechanical engineering::Motors, engines and turbines This research work is focused on the development of the hybrid neural network model to asses the gas turbine’s compressor health. Effects of various gas turbine compressor performance recovery methods like on-line washing, off-line washing and manual inlet guide vane cleaning are analyzed to segregate the recoverable and non-recoverable losses. The developed hybrid neural network model is used to analysis the above losses and suggest appropriate compressor washing schedule to run the gas turbine at its maximum efficiency. MASTER OF ENGINEERING (MPE) 2008-09-17T11:17:54Z 2008-09-17T11:17:54Z 2005 2005 Thesis Muthukumar, K. (2005). Condition based management of gas turbine engine using neural networks. Master’s thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/6556 10.32657/10356/6556 Nanyang Technological University application/pdf
institution	Nanyang Technological University
building	NTU Library
continent	Asia
country	Singapore Singapore
content_provider	NTU Library
collection	DR-NTU
topic	DRNTU::Engineering::Mechanical engineering::Motors, engines and turbines
spellingShingle	DRNTU::Engineering::Mechanical engineering::Motors, engines and turbines Muthukumar, Krishnan Condition based management of gas turbine engine using neural networks
description	This research work is focused on the development of the hybrid neural network model to asses the gas turbine’s compressor health. Effects of various gas turbine compressor performance recovery methods like on-line washing, off-line washing and manual inlet guide vane cleaning are analyzed to segregate the recoverable and non-recoverable losses. The developed hybrid neural network model is used to analysis the above losses and suggest appropriate compressor washing schedule to run the gas turbine at its maximum efficiency.
author2	Ho Hiang Kwee
author_facet	Ho Hiang Kwee Muthukumar, Krishnan
format	Theses and Dissertations
author	Muthukumar, Krishnan
author_sort	Muthukumar, Krishnan
title	Condition based management of gas turbine engine using neural networks
title_short	Condition based management of gas turbine engine using neural networks
title_full	Condition based management of gas turbine engine using neural networks
title_fullStr	Condition based management of gas turbine engine using neural networks
title_full_unstemmed	Condition based management of gas turbine engine using neural networks
title_sort	condition based management of gas turbine engine using neural networks
publishDate	2008
url	https://hdl.handle.net/10356/6556
_version_	1761781688472436736

Condition based management of gas turbine engine using neural networks

Similar Items