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Hopf Bifurcations of Moore-Greitzer PDE Model with Additive Noise

The Moore-Greitzer partial differential equation (PDE) is a commonly used mathematical model for capturing flow and pressure changes in axial-flow jet engine compressors. Determined by compressor geometry, the deterministic model is characterized by three types of Hopf bifurcations as the throttle c...

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Autores principales: Meng, Yiming, Namachchivaya, N. Sri, Perkowski, Nicolas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10276801/
https://www.ncbi.nlm.nih.gov/pubmed/37337607
http://dx.doi.org/10.1007/s00332-023-09929-7
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author Meng, Yiming
Namachchivaya, N. Sri
Perkowski, Nicolas
author_facet Meng, Yiming
Namachchivaya, N. Sri
Perkowski, Nicolas
author_sort Meng, Yiming
collection PubMed
description The Moore-Greitzer partial differential equation (PDE) is a commonly used mathematical model for capturing flow and pressure changes in axial-flow jet engine compressors. Determined by compressor geometry, the deterministic model is characterized by three types of Hopf bifurcations as the throttle coefficient decreases, namely surge (mean flow oscillations), stall (inlet flow disturbances) or a combination of both. Instabilities place fundamental limits on jet-engine operating range and thus limit the design space. In contrast to the deterministic PDEs, the Hopf bifurcation in stochastic PDEs is not well understood. The goal of this particular work is to rigorously develop low-dimensional approximations using a multiscale analysis approach near the deterministic stall bifurcation points in the presence of additive noise acting on the fast modes. We also show that the reduced-dimensional approximations (SDEs) contain multiplicative noise. Instability margins in the presence of uncertainties can be thus approximated, which will eventually lead to lighter and more efficient jet engine design.
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spelling pubmed-102768012023-06-19 Hopf Bifurcations of Moore-Greitzer PDE Model with Additive Noise Meng, Yiming Namachchivaya, N. Sri Perkowski, Nicolas J Nonlinear Sci Article The Moore-Greitzer partial differential equation (PDE) is a commonly used mathematical model for capturing flow and pressure changes in axial-flow jet engine compressors. Determined by compressor geometry, the deterministic model is characterized by three types of Hopf bifurcations as the throttle coefficient decreases, namely surge (mean flow oscillations), stall (inlet flow disturbances) or a combination of both. Instabilities place fundamental limits on jet-engine operating range and thus limit the design space. In contrast to the deterministic PDEs, the Hopf bifurcation in stochastic PDEs is not well understood. The goal of this particular work is to rigorously develop low-dimensional approximations using a multiscale analysis approach near the deterministic stall bifurcation points in the presence of additive noise acting on the fast modes. We also show that the reduced-dimensional approximations (SDEs) contain multiplicative noise. Instability margins in the presence of uncertainties can be thus approximated, which will eventually lead to lighter and more efficient jet engine design. Springer US 2023-06-17 2023 /pmc/articles/PMC10276801/ /pubmed/37337607 http://dx.doi.org/10.1007/s00332-023-09929-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Meng, Yiming
Namachchivaya, N. Sri
Perkowski, Nicolas
Hopf Bifurcations of Moore-Greitzer PDE Model with Additive Noise
title Hopf Bifurcations of Moore-Greitzer PDE Model with Additive Noise
title_full Hopf Bifurcations of Moore-Greitzer PDE Model with Additive Noise
title_fullStr Hopf Bifurcations of Moore-Greitzer PDE Model with Additive Noise
title_full_unstemmed Hopf Bifurcations of Moore-Greitzer PDE Model with Additive Noise
title_short Hopf Bifurcations of Moore-Greitzer PDE Model with Additive Noise
title_sort hopf bifurcations of moore-greitzer pde model with additive noise
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10276801/
https://www.ncbi.nlm.nih.gov/pubmed/37337607
http://dx.doi.org/10.1007/s00332-023-09929-7
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