Influence of stochastic estimation on the control of subsonic cavity flow - A preliminary study

M. Debiasi, Jesse C Little, E. Caraballo, X. Yuan, A. Serrani, J. H. Myatt, M. Samimy

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)

Abstract

This work alms at understanding how the different elements involved in the feedback loop influence the overall control performance of a subsonic cavity flow based on reduced-order modeling. To this aim we compare preliminary and limited sets of experimental results obtained by modifying some relevant characteristics of the loop. Our results support the findings in the literature that use of quadratic stochastic estimation is preferable to the linear one for real-time update of the model parameters. They also seem to Indicate the merit of using more than one time sample of the pressure for performing the real-time update of the model through stochastic estimation. The effect of using two different sets of pressure signals for the stochastic estimation also corroborates previous findings indicating the need for optimizing the number and the placement of the sensors used in the feedback control loop. Finally we observed that the characteristics of the actuator can alter significantly the overall control effect by introducing in the feedback loop additional, undesirable frequency components that are not modeled and hence controlled. A compensator for the actuator is currently being designed that will alleviate this problem thus enabling a clearer understanding of the overall control technique.

Original languageEnglish (US)
Title of host publicationCollection of Technical Papers - 3rd AIAA Flow Control Conference
Pages1181-1195
Number of pages15
Volume2
StatePublished - 2006
Externally publishedYes
Event3rd AIAA Flow Control Conference - San Francisco, CA, United States
Duration: Jun 5 2006Jun 8 2006

Other

Other3rd AIAA Flow Control Conference
CountryUnited States
CitySan Francisco, CA
Period6/5/066/8/06

Fingerprint

Actuators
Feedback
Feedback control
Sensors

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Debiasi, M., Little, J. C., Caraballo, E., Yuan, X., Serrani, A., Myatt, J. H., & Samimy, M. (2006). Influence of stochastic estimation on the control of subsonic cavity flow - A preliminary study. In Collection of Technical Papers - 3rd AIAA Flow Control Conference (Vol. 2, pp. 1181-1195)

Influence of stochastic estimation on the control of subsonic cavity flow - A preliminary study. / Debiasi, M.; Little, Jesse C; Caraballo, E.; Yuan, X.; Serrani, A.; Myatt, J. H.; Samimy, M.

Collection of Technical Papers - 3rd AIAA Flow Control Conference. Vol. 2 2006. p. 1181-1195.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Debiasi, M, Little, JC, Caraballo, E, Yuan, X, Serrani, A, Myatt, JH & Samimy, M 2006, Influence of stochastic estimation on the control of subsonic cavity flow - A preliminary study. in Collection of Technical Papers - 3rd AIAA Flow Control Conference. vol. 2, pp. 1181-1195, 3rd AIAA Flow Control Conference, San Francisco, CA, United States, 6/5/06.
Debiasi M, Little JC, Caraballo E, Yuan X, Serrani A, Myatt JH et al. Influence of stochastic estimation on the control of subsonic cavity flow - A preliminary study. In Collection of Technical Papers - 3rd AIAA Flow Control Conference. Vol. 2. 2006. p. 1181-1195
Debiasi, M. ; Little, Jesse C ; Caraballo, E. ; Yuan, X. ; Serrani, A. ; Myatt, J. H. ; Samimy, M. / Influence of stochastic estimation on the control of subsonic cavity flow - A preliminary study. Collection of Technical Papers - 3rd AIAA Flow Control Conference. Vol. 2 2006. pp. 1181-1195
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