journal article·2024-04-01Open access

Model-based feedforward control for an optimized manipulation of acoustically levitated spheres

Marco A. B. Andrade, Sebastian Zehnter, Felix Funke, Christoph Ament

AIP Advances· Volume 14· Issue 4

Abstract

We present a simple dynamic model for predicting the manipulation behavior of an acoustically levitated sphere. The model allows for the calculation of the sphere position over time, which is demonstrated for two manipulation strategies: a straight motion with a constant manipulation velocity and a straight motion in which the sphere acceleration follows a cosine function. The dynamic model as well as the manipulation strategies is verified experimentally in an acoustic levitator system consisting of an array of 16 by 16 ultrasonic transducers emitting at 40 kHz and an opposing reflector. In this system, a glass sphere of a diameter of 2 mm is manipulated horizontally by controlling the phases of the transducers. The sphere motion is recorded using a high-speed camera, and a tracking algorithm is used for capturing the sphere position over time. Moreover, a model predictive control algorithm is applied on a path-following problem to move the sphere along a given reference trajectory by means of a model-based optimal feedforward control. The proposed dynamic model as well as the methodology presented in this paper enables faster manipulation speeds with reduced oscillations during object movement.
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Research context

OpenAlex topics: Microfluidic and Bio-sensing Technologies · Microfluidic and Capillary Electrophoresis Applications · Acoustic Wave Resonator Technologies

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Institute of Physics, University of São Paulo 1 , São Paulo 05508-090, Brazil

Chair of Control Engineering, University of Augsburg 2 , Augsburg 86159, Germany

Funding

Fundação de Amparo à Pesquisa do Estado de São Paulo · Deutsche Forschungsgemeinschaft · Bavarian State Ministry of Science and the Arts · Conselho Nacional de Desenvolvimento Científico e Tecnológico - CNPq

References (58)

Show source-provided references
1. Appl. Phys. Lett. · 2020 · 116 · 25050110.1063/5.0012660 ↗
2. Lab Chip · 2012 · 12 · 101410.1039/c2lc21068a ↗
3. J. Fluid Mech. · 1998 · 356 · 6510.1017/s0022112097007829 ↗
4. Adv. Colloid Interface Sci. · 2017 · 243 · 7710.1016/j.cis.2017.03.003 ↗
5. Phys. Rev. E · 2004 · 70 · 04661110.1103/physreve.70.046611 ↗
6. Appl. Phys. Lett. · 2016 · 109 · 04410110.1063/1.4959862 ↗
7. Anal. Bioanal. Chem. · 2004 · 378 · 170410.1007/s00216-003-2403-2 ↗
8. Biophys. Chem. · 2012 · 165-166 · 110.1016/j.bpc.2012.03.008 ↗
9. Phys. Rev. X · 2011 · 1 · 01100410.1103/physrevx.1.011004 ↗
10. J. Pharm. Sci. · 2013 · 102 · 129010.1002/jps.23464 ↗
11. Precis. Eng. · 2005 · 29 · 49110.1016/j.precisioneng.2005.03.003 ↗
12. Ultrasonics · 2000 · 38 · 2610.1016/s0041-624x(99)00052-9 ↗
13. Phys. Proc. · 2010 · 3 · 105910.1016/j.phpro.2010.01.137 ↗
14. Appl. Phys. Lett. · 2020 · 116 · 05410410.1063/1.5138598 ↗
15. Phys. Rev. Lett. · 2018 · 120 · 04430110.1103/PhysRevLett.120.044301 ↗
16. Phys. Rev. E · 2002 · 66 · 02660510.1103/physreve.66.026605 ↗
17. Phys. Rev. Lett. · 2002 · 89 · 10430410.1103/physrevlett.89.104304 ↗
18. Proc. Natl. Acad. Sci. U. S. A. · 2013 · 110 · 1254910.1073/pnas.1301860110 ↗
19. Jpn. J. Appl. Phys. · 2007 · 46 · 494810.1143/jjap.46.4948 ↗
20. PLoS One · 2014 · 9 · e9759010.1371/journal.pone.0097590 ↗
21. Rev. Sci. Instrum. · 2009 · 80 · 08390410.1063/1.3196177 ↗
22. J. Acoust. Soc. Am. · 1986 · 79 · 60410.1121/1.393450 ↗
23. IEEE Trans. Ultrason., Ferroelectr. Freq. Control · 2010 · 57 · 115210.1109/tuffc.2010.1527 ↗
24. Rev. Sci. Instrum. · 2007 · 78 · 12510210.1063/1.2818798 ↗
25. IEEE Trans. Ultrason., Ferroelectr. Freq. Control · 2010 · 57 · 46910.1109/tuffc.2010.1427 ↗
26. Jpn. J. Appl. Phys. · 2014 · 53 · 07KE0710.7567/jjap.53.07ke07 ↗
27. Sci. Rep. · 2018 · 8 · 1022110.1038/s41598-018-28451-5 ↗
28. Rev. Sci. Instrum. · 2018 · 89 · 12510510.1063/1.5063715 ↗
29. Nat. Commun. · 2015 · 6 · 866110.1038/ncomms9661 ↗
30. Proc. Natl. Acad. Sci. U. S. A. · 2019 · 116 · 8410.1073/pnas.1813047115 ↗
31. 2022 · 1
32. Phys. Fluids · 2019 · 31 · 10130110.1063/1.5117335 ↗
33. J. Appl. Phys. · 2021 · 129 · 13490110.1063/5.0037344 ↗
34. Nature · 2019 · 575 · 32010.1038/s41586-019-1739-5 ↗
35. Sci. Adv. · 2022 · 8 · eabn761410.1126/sciadv.abn7614 ↗
36. Nat. Commun. · 2017 · 8 · 1460810.1038/ncomms14608 ↗
37. J. Acous. Soc. Am. · 2014 · 136 · 151810.1121/1.4893905 ↗
38. AIP Adv. · 2019 · 9 · 03531310.1063/1.5092163 ↗
39. Appl. Sci. · 2021 · 11 · 298110.3390/app11072981 ↗
40. IEEE Trans. Ultrason. Ferroelectrics Freq. Control · 2018 · 65 · 10210.1109/tuffc.2017.2769399 ↗
41. J. Acoust. Soc. Am. · 1985 · 77 · 92810.1121/1.392061 ↗
42. Braz. J. Phys. · 2018 · 48 · 19010.1007/s13538-017-0552-6 ↗
43. Phys. Fluids · 1994 · 6 · 356710.1063/1.868415 ↗
44. Microgravity Sci. Technol. · 2009 · 21 · S910.1007/s12217-009-9134-8 ↗
45. Phys. Fluids · 2018 · 30 · 08210510.1063/1.5037728 ↗
46. 2018 · 622
47. 2019 · 916
48. Sov. Phys. Dokl. · 1962 · 6 · 773
49. Phys. Rev. Res. · 2020 · 2 · 01317210.1103/physrevresearch.2.013172 ↗
50. J. Acous. Soc. Am. · 2019 · 145 · 32810.1121/1.5087130 ↗
51. J. Acoust. Soc. Am. · 2022 · 151 · 299910.1121/10.0010358 ↗
52. 2018 · 253
53. Mechatronics · 2023 · 92 · 10298410.1016/j.mechatronics.2023.102984 ↗
54. Appl. Phys. Lett. · 2018 · 113 · 03410210.1063/1.5034116 ↗
55. ACM Trans. Graphics · 2022 · 41 · 110.1145/3517746 ↗
56. Int. J. Control · 1995 · 61 · 132710.1080/00207179508921959 ↗
57. 2017
58. 2009 · 2876