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Linear feedback control and estimation applied to instabilities in spatially developing boundary layers
KTH, Skolan för teknikvetenskap (SCI), Mekanik.ORCID-id: 0000-0002-3794-1643
KTH, Skolan för teknikvetenskap (SCI), Mekanik.
KTH, Skolan för teknikvetenskap (SCI), Mekanik.
KTH, Skolan för teknikvetenskap (SCI), Mekanik.ORCID-id: 0000-0001-7864-3071
2007 (Engelska)Ingår i: Journal of Fluid Mechanics, ISSN 0022-1120, E-ISSN 1469-7645, Vol. 588, s. 163-187Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

This paper presents the application of feedback control to spatially developing boundary layers. It is the natural follow-up of Hogberg & Henningson (J. Fluid Mech. vol. 470, 2002, p. 151), where exact knowledge of the entire flow state was assumed for the control. We apply recent developments in stochastic models for the external sources of disturbances that allow the efficient use of several wall measurements for estimation of the flow evolution: the two components of the skin friction and the pressure fluctuation at the wall. Perturbations to base flow profiles of the family of Falkner-Skan-Cooke boundary layers are estimated by use of wall measurements. The estimated state is in turn fed back for control in order to reduce the kinetic energy of the perturbations. The control actuation is achieved by means of unsteady blowing and suction at the wall. Flow perturbations are generated in the upstream region in the computational box and propagate in the boundary layer. Measurements are extracted downstream over a thin strip, followed by a second thin strip where the actuation is performed. It is shown that flow disturbances can be efficiently estimated and controlled in spatially evolving boundary layers for a wide range of base flows and disturbances.

Ort, förlag, år, upplaga, sidor
2007. Vol. 588, s. 163-187
Nyckelord [en]
optimal perturbations, state estimation, flow systems, transition, wall, stability, equations
Nationell ämneskategori
Strömningsmekanik och akustik
Identifikatorer
URN: urn:nbn:se:kth:diva-6803DOI: 10.1017/S0022112007007392ISI: 000250675400008Scopus ID: 2-s2.0-37749017590OAI: oai:DiVA.org:kth-6803DiVA, id: diva2:11616
Anmärkning
QC 20100830Tillgänglig från: 2007-02-22 Skapad: 2007-02-22 Senast uppdaterad: 2017-12-14Bibliografiskt granskad
Ingår i avhandling
1. Feedback Control of Spatially Evolving Flows
Öppna denna publikation i ny flik eller fönster >>Feedback Control of Spatially Evolving Flows
2007 (Engelska)Licentiatavhandling, sammanläggning (Övrigt vetenskapligt)
Abstract [en]

In this thesis we apply linear feedback control to spatially evolving flows in order to minimize disturbance growth. The dynamics is assumed to be described by the linearized Navier--Stokes equations. Actuators and sensor are designed and a Kalman filtering technique is used to reconstruct the unknown flow state from noisy measurements. This reconstructed flow state is used to determine the control feedback which is applied to the Navier--Stokes equations through properly designed actuators. Since the control and estimation gains are obtained through an optimization process, and the Navier--Stokes equations typically forms a very high-dimensional system when discretized there is an interest in reducing the complexity of the equations. One possible approach is to perform Fourier decomposition along (almost) homogeneous spatial directions and another is by constructing a reduced order model by Galerkin projection on a suitable set of vectors. The first strategy is used to control the evolution of a range of instabilities in the classical family of Falkner--Skan--Cooke flows whereas the second is applied to a more complex cavity type of geometry.

Ort, förlag, år, upplaga, sidor
Stockholm: KTH, 2007. s. v, 104
Serie
Trita-MEK, ISSN 0348-467X ; 2007:03
Nyckelord
Stability, Control, Estimation, Absolute/Convective instabilities, Model reduction
Nationell ämneskategori
Strömningsmekanik och akustik
Identifikatorer
urn:nbn:se:kth:diva-4283 (URN)
Presentation
2007-03-08, S40, Teknikringen 8, Tekniska Högskolan, Valhallavägen, 10:30
Opponent
Handledare
Anmärkning
QC 20101122Tillgänglig från: 2007-02-22 Skapad: 2007-02-22 Senast uppdaterad: 2020-01-08Bibliografiskt granskad
2. Global stability and feedback control of boundary layer flows
Öppna denna publikation i ny flik eller fönster >>Global stability and feedback control of boundary layer flows
2008 (Engelska)Doktorsavhandling, sammanläggning (Övrigt vetenskapligt)
Abstract [en]

In this thesis the stability of generic boundary layer flows is studied from a global viewpoint using optimization methods. Global eigenmodes of the incompressible linearized Navier-Stokes equations are computed using the Krylov subspace Arnoldi method. These modes serve as a tool both to study asymptotic stability and as a reduced basis to study transient growth. Transient growth is also studied using adjoint iterations. The knowledge obtained from the stability analysis is used to device systematic feedback control in the Linear Quadratic Gaussian framework. The dynamics is assumed to be described by the linearized Navier-Stokes equations. Actuators and sensors are designed and a Kalman filtering technique is used to reconstruct the unknown flow state from noisy measurements. This reconstructed flow state is used to determine the control feedback which is applied to the Navier-Stokes equations through properly designed actuators. Since the control and estimation gains are obtained through an optimization process, and the Navier-Stokes equations typically forms a very high-dimensional system when discretized there is an interest in reducing the complexity of the equations. A standard method to construct a reduced order model is to perform a Galerkin projection of the full equations onto the subspace spanned by a suitable set of vectors, such as global eigenmodes and balanced truncation modes.

Ort, förlag, år, upplaga, sidor
Stockholm: KTH, 2008. s. viii, 58
Serie
Trita-MEK, ISSN 0348-467X ; 2008:09
Nyckelord
Stability, Global Stability, Feedback Control, Control, Estimation, Absolute/Convective Instabilities, Model Reduction
Nationell ämneskategori
Strömningsmekanik och akustik
Identifikatorer
urn:nbn:se:kth:diva-9547 (URN)978-91-7415-176-3 (ISBN)
Disputation
2008-12-05, E1, Lindstedtsvägen 3, Stockholm, 10:30 (Engelska)
Opponent
Handledare
Anmärkning
QC 20100924Tillgänglig från: 2008-11-13 Skapad: 2008-11-12 Senast uppdaterad: 2010-09-24Bibliografiskt granskad

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