Abstract
This paper transforms the Keller–Miksis (KM) model, which is the main equation describing the bubble behavior, into a state space representation and presents a stability condition for the system using the linearized form of the KM equation. The dynamic of the cavitation bubble is analyzed for different gases, and its burst time is measured. Then, a sliding mode controller (SMC) is designed for the nonlinear system to regulate the radius of a single spherical bubble and prevent collapse occurrence, which has a great importance in some industrial applications. The system's robustness in the presence of uncertainties in bubble parameters is one of its most significant control objectives obtained in the controller designed in this paper. A comparison is also made between this controller and the controller previously designed for the simpler bubble model (Rayleigh–Plesset (RP) model). Also, the chattering created by SMC is eliminated by two methods. Simulation results are presented to show the effectiveness of the proposed method.
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References
Wu J, Wesley L (2008) Ultrasound, cavitation bubbles and their interaction with cells. Adv Drug Deliv Rev 60(10):1103–1116
Mason T (2007) Developments in ultrasound non medical. Prog Biophys Mol Biol 93:166–175
Carstensen E, Gracewsky S, Dalecki D (2000) The search for cavitation in vivo. Ultrasound Med Biol 26:1377–1385
Rayleigh L (1917) On the pressure developed in a liquid during the collapse of a spherical cavity. Lond Edinb Dublin Philos Mag J Sci 200:94–98
Plesset M, Zwick S (1954) The growth of vapor bubbles in superheated liquids. J Appl Phys 4:493–500
Keller JB, Miksis M (1980) Bubble oscillations of large amplitude. J Acoust Soc Am 2:628–633
Akhatov S, Konovalova S (2005) Regular and chaotic dynamics of a spherical bubble. J Appl Math Mech 69(4):575–584
Kannan YS, Karri B, Sahu KC (2018) Entrapment and interaction of an air bubble with an oscillating cavitation bubble. Phys Fluids 30(4):041701
Simon M, Ulbrich M (2013) Optimal control of partially miscible two-phase flow with applications to subsurface CO2 sequestration. Adv Comput Lect Notes Comput Sci Eng 93:81–98
Patel T, Shah J, Satria M (2013) Dynamic modeling, optimal control design and comparison between various control schemes of home refrigerator. Int J Curr Eng Technol 10:2047–2052
Nagashima G, Levine E, Hoogerheide D, Burns M, Golovchenko J (2014) Superheating and homogeneous single bubble nucleation in a solid-state nanopore. Phys Rev Lett 113:3776
Bei-bei L et al (2011) Experimental investigation of the effect of ambient pressure on laser-induced bubble dynamics. Opt Laser Technol 43(8):1499–1503
Hegedűs F et al (2013) The effect of high viscosity on compressible and incompressible Rayleigh–Plesset-type bubble models. Int J Heat Fluid Flow 42:200–208
Varga R, Mettin R (2019) High dimensional parameter fitting of the Keller–Miksis equation on an experimentally observed dual-frequency driven acoustic bubble. Period Polytech Mech Eng 64(4):326–335
Carroll J, Calvisi M (2016) Control of ultrasound contrast agent microbubbles: PID and sliding mode control. In: IMECE2013:1–7
Carroll J, Lauderbaugh L, Calvisi M (2013) Application of nonlinear sliding mode control to ultrasound contrast agent microbubbles. J Acoust Soc Am 134(1):216–222
Badfar E, Ardestani M (2020) Design of adaptive fuzzy gain scheduling fast terminal sliding mode to control the radius of bubble in the blood vessel with application in cardiology. Int J Dyn Control 1–12
Badfar E, Ardestani M (2020) Robust versus optimal control for the radius of spherical bubble in a perfect incompressible liquid, LMI optimization approach. Int J Dyn Control 8(2):497–507
Najafi M, Azadegan M, Beheshti M (2016) Stability analysis and sliding mode control of a single spherical bubble dynamics. In: 2016 American control conference (ACC) IEEE, pp 5050–5055
Kannan YS, Balusamy S, Karri B, Sahu KC (2020) Effect of viscosity on the volumetric oscillations of a non-equilibrium bubble in free-field and near a free-surface. Exp Therm Fluid Sci 116:110113
Prosperetti A, Lezzi A (1986) Bubble dynamics in a compressible liquid. Part 1. First-order theory. J Fluid Mech 168:457–478
Hilgenfeldt S, Lohse D, Brenner M (1996) Phase diagrams for sonoluminescing bubbles. Phys Fluids 11:2808–2826
Grossmann S, Hilgenfeldt S, Lohse D, Zomack M (1997) Sound radiation of 3-MHz driven gas bubbles. J Acoust Soc Am 2:1223–1230
Blake J, Gibson D (1987) Cavitation bubbles near boundaries. Annu Rev Fluid Mech 1:99–123
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Rahmatizadeh, B., Beheshti, M.T.H., Azadegan, M. et al. Stability analysis and sliding mode control of a single spherical bubble described by Keller–Miksis equation. Int. J. Dynam. Control 9, 1757–1764 (2021). https://doi.org/10.1007/s40435-021-00775-7
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DOI: https://doi.org/10.1007/s40435-021-00775-7