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Published in: Theoretical and Computational Fluid Dynamics 4/2023

15-06-2023 | Original Article

Design of optimal wing maneuvers in a transverse gust encounter through iterated simulation or experiment

Authors: Xianzhang Xu, Antonios Gementzopoulos, Girguis Sedky, Anya R. Jones, Francis D. Lagor

Published in: Theoretical and Computational Fluid Dynamics | Issue 4/2023

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Abstract

Wing–gust encounters cause harmful lift transients that can be mitigated through maneuvering of the wing. This paper presents a method to generate an open-loop (i.e., prescribed) maneuver that optimally regulates the lift on the wing during a transverse gust encounter. Obtaining an optimal maneuver is important for laboratory experiments on the physics of wing–gust interactions and may be useful for the future design of feedback controllers. Prior work of the authors has shown that an Iterative Maneuver Optimization (IMO) framework can generate an optimal maneuver by using a surrogate model to propose a control signal that is then tested in experiment or high-fidelity simulation. The input to the surrogate model is updated to account for differences between the test data and the expected output. The optimal maneuver is obtained through iteration of this process. This paper simplifies the IMO method by replacing the surrogate model with the classical lift model of Theodorsen, removing the process of optimization over the surrogate model, and removing the requirement to know the time-averaged profile of the gust. The proposed method, referred to as Simplified IMO (SIMO), only requires input and output data collected from simulations or experiments that interact with the gust. Numerical simulations using a Leading Edge Suction Parameter modulated Discrete Vortex Model are presented to generate the input and output data of the wing–gust encounters for this paper. Experiments in a towing tank also validated the SIMO method. The results show an optimal pitch maneuver and an optimal plunge maneuver that can each regulate lift during a transverse gust encounter.

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Literature
1.
go back to reference Zarovy, S., Costello, M., Mehta, A., Gremillion, G., Miller, D., Ranganathan, B., Humbert, J.S., Samuel, P.: Experimental study of gust effects on micro air vehicles. In: AIAA Atmospheric Flight Mechanics Conference, p. 7818 (2010) Zarovy, S., Costello, M., Mehta, A., Gremillion, G., Miller, D., Ranganathan, B., Humbert, J.S., Samuel, P.: Experimental study of gust effects on micro air vehicles. In: AIAA Atmospheric Flight Mechanics Conference, p. 7818 (2010)
2.
go back to reference Moulin, B., Karpel, M.: Gust loads alleviation using special control surfaces. J. Aircr. 44(1), 17–25 (2007)CrossRef Moulin, B., Karpel, M.: Gust loads alleviation using special control surfaces. J. Aircr. 44(1), 17–25 (2007)CrossRef
7.
go back to reference Cook, R.G., Palacios, R., Goulart, P.: Robust gust alleviation and stabilization of very flexible aircraft. AIAA J. 51(2), 330–340 (2013)CrossRef Cook, R.G., Palacios, R., Goulart, P.: Robust gust alleviation and stabilization of very flexible aircraft. AIAA J. 51(2), 330–340 (2013)CrossRef
8.
go back to reference Oduyela, A., Slegers, N.: Gust mitigation of micro air vehicles using passive articulated wings. Sci. World J. 2014 (2014) Oduyela, A., Slegers, N.: Gust mitigation of micro air vehicles using passive articulated wings. Sci. World J. 2014 (2014)
9.
go back to reference Jones, A.R.: Gust encounters of rigid wings: Taming the parameter space. Phys. Rev. Fluids 5(11), 110513 (2020)CrossRef Jones, A.R.: Gust encounters of rigid wings: Taming the parameter space. Phys. Rev. Fluids 5(11), 110513 (2020)CrossRef
10.
go back to reference Ellington, C.P., den Berg, C.V., Willmott, A.P.: Leading-edge vortices in insect flight. Nature 384(December), 626–630 (1990) Ellington, C.P., den Berg, C.V., Willmott, A.P.: Leading-edge vortices in insect flight. Nature 384(December), 626–630 (1990)
13.
go back to reference Andreu-Angulo, I., Babinsky, H., Biler, H., Sedky, G., Jones, A.R.: Effect of transverse gust velocity profiles. AIAA J. 58(12), 5123–5133 (2020)CrossRef Andreu-Angulo, I., Babinsky, H., Biler, H., Sedky, G., Jones, A.R.: Effect of transverse gust velocity profiles. AIAA J. 58(12), 5123–5133 (2020)CrossRef
14.
go back to reference Andreu-Angulo, I., Babinsky, H.: Mitigation of airfoil gust loads through pitch. AIAA J. 60(9), 5273–5285 (2022)CrossRef Andreu-Angulo, I., Babinsky, H.: Mitigation of airfoil gust loads through pitch. AIAA J. 60(9), 5273–5285 (2022)CrossRef
16.
go back to reference Xu, X., Lagor, F.D.: Optimal pitching in a transverse gust encounter using a modified goman-khrabrov model. In: AIAA AVIATION 2021 FORUM, p. 2937 (2021) Xu, X., Lagor, F.D.: Optimal pitching in a transverse gust encounter using a modified goman-khrabrov model. In: AIAA AVIATION 2021 FORUM, p. 2937 (2021)
17.
go back to reference Sedky, G.: Mitigation of transverse gusts via open- and closed-loop pitching maneuvers. Ph.D. dissertation, University of Maryland (2022) Sedky, G.: Mitigation of transverse gusts via open- and closed-loop pitching maneuvers. Ph.D. dissertation, University of Maryland (2022)
18.
go back to reference Theodorsen, T., Mutchler, W.: General theory of aerodynamic instability and the mechanism of flutter (1935) Theodorsen, T., Mutchler, W.: General theory of aerodynamic instability and the mechanism of flutter (1935)
19.
go back to reference Wagner, H.: Über die entstehung des dynamischen auftriebes von tragflügeln. ZAMM-J. Appl. Math. Mech./Zeitschrift für Angew. Math. und Mech. 5(1), 17–35 (1925)CrossRefMATH Wagner, H.: Über die entstehung des dynamischen auftriebes von tragflügeln. ZAMM-J. Appl. Math. Mech./Zeitschrift für Angew. Math. und Mech. 5(1), 17–35 (1925)CrossRefMATH
20.
go back to reference Küssner, H.G.: Zusammenfassender bericht über den instationären auftrieb von flügeln. Luftfahrtforschung 13(12), 410–424 (1936)MATH Küssner, H.G.: Zusammenfassender bericht über den instationären auftrieb von flügeln. Luftfahrtforschung 13(12), 410–424 (1936)MATH
22.
go back to reference Sedky, G., Gementzopoulos, A., Andreu-Angulo, I., Lagor, F.D., Jones, A.R.: Physics of gust response mitigation in open-loop pitching manoeuvres. J. Fluid Mech. 944, 38 (2022)MathSciNetCrossRef Sedky, G., Gementzopoulos, A., Andreu-Angulo, I., Lagor, F.D., Jones, A.R.: Physics of gust response mitigation in open-loop pitching manoeuvres. J. Fluid Mech. 944, 38 (2022)MathSciNetCrossRef
23.
go back to reference Corkery, S.J., Babinsky, H.: An investigation into gust shear layer vorticity and the added mass force for a transverse wing-gust encounter. In: AIAA Scitech 2019 Forum, p. 1145 (2019) Corkery, S.J., Babinsky, H.: An investigation into gust shear layer vorticity and the added mass force for a transverse wing-gust encounter. In: AIAA Scitech 2019 Forum, p. 1145 (2019)
24.
go back to reference Katz, J., Plotkin, A.: Low-Speed Aerodynamics, vol. 13, 2nd edn. Cambridge University Press, Cambridge (2001)CrossRefMATH Katz, J., Plotkin, A.: Low-Speed Aerodynamics, vol. 13, 2nd edn. Cambridge University Press, Cambridge (2001)CrossRefMATH
26.
go back to reference Andreu Angulo, I., Babinsky, H.: Negating gust effects by actively pitching a wing. In: AIAA Scitech 2020 Forum, p. 1057 (2020) Andreu Angulo, I., Babinsky, H.: Negating gust effects by actively pitching a wing. In: AIAA Scitech 2020 Forum, p. 1057 (2020)
29.
go back to reference Milano, M., Gharib, M.: Uncovering the physics of flapping flat plates with artificial evolution. J. Fluid Mech. 534, 403–409 (2005)CrossRefMATH Milano, M., Gharib, M.: Uncovering the physics of flapping flat plates with artificial evolution. J. Fluid Mech. 534, 403–409 (2005)CrossRefMATH
30.
go back to reference Peng, D., Milano, M.: Lift generation with optimal elastic pitching for a flapping plate. J. Fluid Mech. 717 (2013) Peng, D., Milano, M.: Lift generation with optimal elastic pitching for a flapping plate. J. Fluid Mech. 717 (2013)
31.
go back to reference Quinn, D.B., Lauder, G.V., Smits, A.J.: Maximizing the efficiency of a flexible propulsor using experimental optimization. J. Fluid Mech. 767, 430–448 (2015)CrossRef Quinn, D.B., Lauder, G.V., Smits, A.J.: Maximizing the efficiency of a flexible propulsor using experimental optimization. J. Fluid Mech. 767, 430–448 (2015)CrossRef
32.
go back to reference Berkooz, G., Holmes, P., Lumley, J.L.: The proper orthogonal decomposition in the analysis of turbulent flows. Annu. Rev. Fluid Mech. 25(1), 539–575 (1993)MathSciNetCrossRef Berkooz, G., Holmes, P., Lumley, J.L.: The proper orthogonal decomposition in the analysis of turbulent flows. Annu. Rev. Fluid Mech. 25(1), 539–575 (1993)MathSciNetCrossRef
34.
36.
go back to reference Proctor, J.L., Brunton, S.L., Kutz, J.N.: Dynamic mode decomposition with control. SIAM J. Appl. Dyn. Syst. 15(1), 142–161 (2016)MathSciNetCrossRefMATH Proctor, J.L., Brunton, S.L., Kutz, J.N.: Dynamic mode decomposition with control. SIAM J. Appl. Dyn. Syst. 15(1), 142–161 (2016)MathSciNetCrossRefMATH
37.
go back to reference Deem, E.A., Cattafesta, L.N., Hemati, M.S., Zhang, H., Rowley, C., Mittal, R.: Adaptive separation control of a laminar boundary layer using online dynamic mode decomposition. J. Fluid Mech. 903 (2020) Deem, E.A., Cattafesta, L.N., Hemati, M.S., Zhang, H., Rowley, C., Mittal, R.: Adaptive separation control of a laminar boundary layer using online dynamic mode decomposition. J. Fluid Mech. 903 (2020)
38.
go back to reference Hjalmarsson, H., Gevers, M., Gunnarsson, S., Lequin, O.: Iterative feedback tuning: theory and applications. IEEE Control Syst. Mag. 18(4), 26–41 (1998)CrossRef Hjalmarsson, H., Gevers, M., Gunnarsson, S., Lequin, O.: Iterative feedback tuning: theory and applications. IEEE Control Syst. Mag. 18(4), 26–41 (1998)CrossRef
39.
go back to reference Uchiyama, M., Mihara, M.: Determination of malonaldehyde precursor in tissues by thiobarbituric acid test. Anal. Biochem. 86(1), 271–278 (1978)CrossRef Uchiyama, M., Mihara, M.: Determination of malonaldehyde precursor in tissues by thiobarbituric acid test. Anal. Biochem. 86(1), 271–278 (1978)CrossRef
40.
go back to reference Xu, X., Gementzopoulos, A., Sedky, G., Jones, A.R., Lagor, F.D.: Iterative maneuver optimization in a transverse gust encounter. AIAA J., pp. 1–17 (2023) Xu, X., Gementzopoulos, A., Sedky, G., Jones, A.R., Lagor, F.D.: Iterative maneuver optimization in a transverse gust encounter. AIAA J., pp. 1–17 (2023)
41.
go back to reference Brunton, S.L., Rowley, C.W.: Empirical state-space representations for Theodorsen’s lift model. J. Fluids Struct. 38, 174–186 (2013)CrossRef Brunton, S.L., Rowley, C.W.: Empirical state-space representations for Theodorsen’s lift model. J. Fluids Struct. 38, 174–186 (2013)CrossRef
42.
go back to reference Xia, X., Mohseni, K.: Unsteady aerodynamics and vortex-sheet formation of a two-dimensional airfoil. J. Fluid Mech. 830, 439–478 (2017)MathSciNetCrossRefMATH Xia, X., Mohseni, K.: Unsteady aerodynamics and vortex-sheet formation of a two-dimensional airfoil. J. Fluid Mech. 830, 439–478 (2017)MathSciNetCrossRefMATH
44.
go back to reference Xia, X., Mohseni, K.: Lift evaluation of a two-dimensional pitching flat plate. Phys. Fluids 25(9), 091901 (2013)CrossRef Xia, X., Mohseni, K.: Lift evaluation of a two-dimensional pitching flat plate. Phys. Fluids 25(9), 091901 (2013)CrossRef
47.
go back to reference Xu, X., Lagor, F.D.: Simplified iterative maneuver optimization in a transverse gust encounter. In: AIAA SCITECH 2023 Forum, p. 2478 (2023) Xu, X., Lagor, F.D.: Simplified iterative maneuver optimization in a transverse gust encounter. In: AIAA SCITECH 2023 Forum, p. 2478 (2023)
50.
go back to reference Hemati, M.S., Eldredge, J.D., Speyer, J.L.: Improving vortex models via optimal control theory. J. Fluids Struct. 49, 91–111 (2014)CrossRef Hemati, M.S., Eldredge, J.D., Speyer, J.L.: Improving vortex models via optimal control theory. J. Fluids Struct. 49, 91–111 (2014)CrossRef
51.
go back to reference Bryson, A.E., Ho, Y.-C.: Applied Optimal Control: Optimization, Estimation, and Control, 1st edn. Routledge, London (1975) Bryson, A.E., Ho, Y.-C.: Applied Optimal Control: Optimization, Estimation, and Control, 1st edn. Routledge, London (1975)
52.
go back to reference Leishman, G.J.: Principles of Helicopter Aerodynamics, 2nd edn. Cambridge University, Cambridge (2006) Leishman, G.J.: Principles of Helicopter Aerodynamics, 2nd edn. Cambridge University, Cambridge (2006)
53.
go back to reference Jones, R.T.: Operational treatment of the nonuniform-lift theory in airplane dynamics. Technical report (1938) Jones, R.T.: Operational treatment of the nonuniform-lift theory in airplane dynamics. Technical report (1938)
54.
go back to reference Perrotta, G., Jones, A.R.: Unsteady forcing on a flat-plate wing in large transverse gusts. Exp. Fluids 58, 1–11 (2017)CrossRef Perrotta, G., Jones, A.R.: Unsteady forcing on a flat-plate wing in large transverse gusts. Exp. Fluids 58, 1–11 (2017)CrossRef
Metadata
Title
Design of optimal wing maneuvers in a transverse gust encounter through iterated simulation or experiment
Authors
Xianzhang Xu
Antonios Gementzopoulos
Girguis Sedky
Anya R. Jones
Francis D. Lagor
Publication date
15-06-2023
Publisher
Springer Berlin Heidelberg
Published in
Theoretical and Computational Fluid Dynamics / Issue 4/2023
Print ISSN: 0935-4964
Electronic ISSN: 1432-2250
DOI
https://doi.org/10.1007/s00162-023-00659-w

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