Neural Network Estimation of Transient Flow Fields Using Double Proper Orthogonal Decomposition

[1]  Kelly Cohen,et al.  Experimental Validation of Sensor Placement for Control of a D-Shaped Cylinder Wake , 2005 .

[2]  Bernd R. Noack,et al.  Low-Dimensional Models For Feedback Flow Control. Part II: Control Design and Dynamic Estimation , 2004 .

[3]  Kimon Roussopoulos,et al.  Feedback control of vortex shedding at low Reynolds numbers , 1993, Journal of Fluid Mechanics.

[4]  E. W. Hendricks,et al.  Feedback control of a global mode in spatially developing flows , 1993 .

[5]  B. R. Noack,et al.  A hierarchy of low-dimensional models for the transient and post-transient cylinder wake , 2003, Journal of Fluid Mechanics.

[6]  Lennart Ljung,et al.  System Identification: Theory for the User , 1987 .

[7]  Mark N. Glauser,et al.  Experimental Development of a Reduced-Order Model for Flow Separation Control , 2006 .

[8]  Stefan Siegel,et al.  State Estimation of Transient Flow Fields Using Double Proper Orthogonal Decomposition (DPOD) , 2007 .

[9]  Stefan Siegel,et al.  Control Issues in Reduced-Order Feedback Flow Control , 2004 .

[10]  Kelly Cohen,et al.  Numerical Simulations of a Feedback-Controlled Circular Cylinder Wake , 2006 .

[11]  O. Nelles Nonlinear System Identification , 2001 .

[12]  E. A. Gillies Low-dimensional control of the circular cylinder wake , 1998, Journal of Fluid Mechanics.

[13]  Kelly Cohen,et al.  Two Dimensional Simulations of a Feedback Controlled D-Cylinder Wake , 2005 .

[14]  Kelly Cohen,et al.  A heuristic approach to effective sensor placement for modeling of a cylinder wake , 2006 .

[15]  Kelly Cohen,et al.  Neural Network Estimator for Closed-Loop Control of a Cylinder Wake , 2006 .