URL: https://multiphasesystems.online/mfs2026.1.006,en
DOI: https://doi.org/10.21662/mfs2026.1.006
Abstract
In this paper, an analysis of the total cross section of scattering of a spherical wave from a monopole radiation source on a system of two sound-permeable spheres (water droplets in air or air bubbles in water) is performed using the orthogonal central compositional design method. The numerical method is implemented using a three-factor computational experiment, where one physical (wave radius) and two geometric (the ratio of the radii of the spheres and the distance between the centers of the spheres) parameters of the system are selected as factors. The main objectives of the study are to determine the main parameters, changes to which significantly affect the entire system, as well as to find the values of the variable parameters of the system for which the objective function (the total scattering cross section) takes the smallest and largest values, and to study the system for these parameter values. It is shown that for a small wave radius, all coefficients are significant for both droplets and bubbles; with an increase in the wave radius, the number of insignificant coefficients increases; the objective function takes the smallest and largest values only on the boundary of the parametric region; the average value of the objective function with an increase in the wave radius increases for a system with droplets and decreases for a system with bubbles; the objective function is more sensitive for systems with droplets than for systems with bubbles, while for the two types of systems, with an increase in the wave radius, the sensitivity of the objective function decreases. Pressure distribution diagrams were constructed, which made it possible to determine the zones of high or low pressure for the found optimal values of the factors.
Accepted: 23.03.2026
Published: 31.03.2026
Nasibullaeva ESh. Numerical analysis of the total cross-section scattering of acoustic wave on a two sound-permeable spheres system. Multiphase Systems. 2026;21(1):32–41 (in Russian).
acoustic scattering;
sound-permeable sphere;
computational experiment;
orthogonal central composite design method;
monopole
radiation source;
total scattering cross-section
The work was carried out with the support of the state budget under the state assignment 124030400064-2 (FMRS-2024-0001).
Article outline
When studying the mechanism of an acoustic wave scattering on a set of spherical particles, the problem of wave scattering on a system consisting of two spheres is of particular interest. In such systems, there is an interaction of fields scattered from spherical particles; however, this interaction is quite simple, which allows it to be examined in detail. This paper presents the results of studying the total scattering cross-section (the main characteristic of the scattering field) on a system consisting of two bubbles or drops, when a spherical wave is incident from a monopole radiation source using the orthogonal central compositional design method. In the context of the study, the orthogonal central compositional design method was applied to the case of two sound-permeable spheres (air bubbles in water or water droplets in air) based on a three-factor computational experiment, where one physical (wave radius) and two geometric (the ratio of the radii of the spheres and the distance between the centers of the spheres) parameters of the system were also selected as factors.
The main purposes of the work are to determine the main parameters, the change of which significantly affects the entire system, as well as to find the values of the variable parameters of the system at which the objective function (the total scattering cross-section) takes the minimal and maximal values, and to study the system for these parameter values.
Methodology. To take into account the quadratic contributions of factors, the orthogonal central compositional design method based on regression analysis methods was used. For the obtained regression equation, the significance of the coefficients was checked using Student's t-test and the adequacy of the model using Fisher's F-test. The minimum and maximum values of the loss functions were determined using analytical methods of the theory of several variable functions.
Findings. Analysis of the obtained results showed that:
- for a small wave radius, all coefficients are significant for both droplet and bubble systems, and with increasing wave radius, the amount of insignificant coefficients increases;
- for a large wave radius in the case of drops, all nonlinear coefficients are insignificant, and for bubbles, all nonlinear coefficients are insignificant for the factor corresponding to the distance between the centers of the spheres;
- the objective function takes its smallest and largest values at the parametric domain boundary. In the case of a bubble system, the largest value is achieved for all wave radii with one set of coded system parameters;
- the average value of the objective function with increasing wave radius increases for a system with drops and decreases for a system with bubbles, which corresponds to the nature of the change in the total scattering cross-section for single soundproof (hard and soft) spheres;
- the objective function is more sensitive for droplet system than for bubble system, and for the two types of systems, the sensitivity of the objective function decreases with increasing wave radius.
The phase diagrams constructed for the found optimal parameters of the system showed zones of decrease and increase of pressure, which allow one to make an analogy with both the case of a two impermeable spheres (with a wave radius value equal to 1) and the cases of single spheres (Poisson spot and spherical lens), and the higher the value of the wave radius, the more pronounced these zones are.
Value. A rigorous consideration of multiple scattering on simple model systems is the first step in understanding the phenomena associated with multiple scattering of waves. The application of a numerical technique based on the orthogonal central compositional design method to a system of two sound-permeable spheres and the analysis of the results obtained on such systems will allow one to move to the next stage of studying the acoustic wave scattering mechanism on multiple gas bubbles in a liquid and liquid droplets in a gas over a wider range of parameter variations. This will allow one to consider problems with real systems containing a finite number of scatterers.
References
- Насибуллаева ЭШ. Рассеяние звуковых волн на сферах: методы решения и основные характеристики (обзор). Многофазные системы. 2021;16(3–4):88–104. https://doi.org/10.21662/mfs2021.3.013
Nasibullaeva ESh. Scattering of sound waves on spheres: methods and main characteristics (review). Multiphase Systems. 2021;16(3–4):88–104. (in Russian) - Epstein PS, Carhart RR. The absorption of sound in suspensions and emulsions. J. Acoust. Soc. Am. 1953;25(3):553–565. https://doi.org/10.1121/1.1907107
- Allegra JR, Hawley SA. Attenuation of sound in suspensions and emulsions: theory and experiments. J. Acoust. Soc. Am. 1972;51(5B):1545–1564. https://doi.org/10.1121/1.1912999
- Kapodistrias G, Dahl PH. Effects of interaction between two bubble scatterers. J. Acoust. Soc. Am. 2000;107(6):3006–3017. https://doi.org/10.1121/1.429330
- Valier-Brasier T, Conoir J-M. Resonant acoustic scattering by two spherical bubbles. J. Acoust. Soc. Am. 2019;145(1):301–311. https://doi.org/10.1121/1.5087556
- Насибуллаева ЭШ. Численный анализ акустического рассеяния от звукопроницаемых сфер при внешнем воздействии. Вестник УГАТУ. 2021;25(2):93–101. https://doi.org/10.54708/19926502_2021_2529293
Nasibullaeva ESh. Numerical analysis of acoustic scattering from sound-permeable spheres under external influence. Vestnik UGATU (scientific journal of Ufa State Aviation Technical University. 2021;25(2):93–101. (in Russian) - Foldy LL. The multiple scattering of waves. I. General theory of isotropic scattering by randomly distributed scatterers. Phys. Rev. 1945;67:107–109. https://doi.org/10.1103/PhysRev.67.107
- Gumerov NA, Duraiswam iR. Computation of scattering from N spheres using multipole reexpansion. J. Acoust. Soc. Am. 2002;112(6):2688–2701. https://doi.org/10.1121/1.1517253
- Насибуллаева ЭШ. Моделирование акустического рассеяния от множества звукопроницаемых сфер в трехмерном пространстве. Вычислительные технологии. 2022;27(2):19–36. https://doi.org/10.25743/ICT.2022.27.2.003
Nasibullaeva ESh. Simulation of Acoustic Scattering from a Set of Sound-permeable Spheres in 3D Space. Computational Technologies. 2022;27(2):19–36. (in Russian) - Володарский ЕТ, Малиновский БН, Туз ЮМ. Планирование и организация измерительного эксперимента. Киев: Высшая школа; 1987. 280 c.
Volodarsky ET, Malinovsky BN, Tuz YuM. Designing and Organizing of a Measurement Experiment. Kiev: Vysshaya shkola; 1987. 280 p. (in Russian) - Петков АА. Ортогональное центральное композиционное планирование в технике и электрофизике высоких напряжений: учеб.-метод. пособие. Харьков: НТУ «ХПИ»; 2007. 61 с.
Petkov AA. Orthogonal Central Compositional Designing in Technology and High Voltage Electrophysics: Educational and Methodological Manual. Kharkov: NTU «KhPI»; 2007. 61 p. (in Russian) - Реброва ИА. Планирование эксперимента: учеб. пособие. Омск: СибАДИ; 2010. 105 с.
Rebrova IA. Designing an Experiment: Tutorial. Omsk: SibADI; 2010. 105 p. (in Russian) - Казаков АВ. Планирование эксперимента и измерение физических величин: учеб. пособие. Пермь: Изд-во Перм. нац. иссслед. политехн. ун-та; 2014. 89 с.
Kazakov A.V. Designing an Experiment and Measuring Physical Quantities: Tutorial. Perm: Izdatel'stvo Permskogo natsional'nogo isssledel'skogo politekhnicheskogo universiteta; 2014. 89 p. (in Russian) - Oyejola BA, Nwanya JC. Selecting the Right Central Composite Design. International Journal of Statistics and Applications. 2015;5(1):21–30. http://article.sapub.org/10.5923.j.statistics.20150501.04.html
- Насибуллаева ЭШ. Численный анализ рассеяния волны на паре звуконепроницаемых сфер методом ортогонального центрального композиционного планирования. Многофазные системы. 2025;20(3):116–128. https://doi.org/10.21662/mfs2025.3.016
Nasibullaeva ESh. Numerical analysis of wave scattering by a pair of soundproof spheres by orthogonal central compositional design method. Multiphase Systems. 2025;20(3):116–128 (in Russian). - Насибуллаева ЭШ. Численный анализ многократного рассеяния акустической волны на множестве звукопроницаемых сфер в трехмерном пространстве. Вычислительная механика сплошных сред. 2022;15(4):383–398. https://doi.org/10.7242/1999-6691/2022.15.4.29
Nasibullaeva ESh. Numerical Analysis of Multiple Scattering of an Acoustic Wave on a Set of Sound-permeable Spheres in 3D Space. Computational Continuum Mechanics. 2022;15(4):383–398. (in Russian) - Гринченко ВТ, Вовк ИВ, Мацыпура ВТ. Основы акустики. Киев: Наукова думка; 2009. 867 с.
Grinchenko VT, Vovk IV, Macypura VT. Basics of acoustics. Kiev: Naukova Dumka; 2009. 867 p. (in Russian) - Владимиров ВС. Уравнения математической физики. Москва: Наука; 1981. 512 с.
Vladimirov VS. Equations of Mathematical Physics. New York: Marcell Dekker Incoporated; 1971. 427 p. - Skaropoulos NC, Yagridou HD, Chrissoulidis DP. Interactive resonant scattering by a cluster of air bubbles in water. J. Acoust. Soc. Am. 2003;113(6):3001–3011. https://doi.org/10.1121/1.1572141
- Корн Г, Корн Т. Справочник по математике для научных работников и инженеров. Москва: Наука; 1974. 832 с.
Korn GA, Korn ThM. Mathematical Handbook for Scientists and Engineers. New York: McGraw Hill Book Company; 1968. 943 p. - Насибуллаева ЭШ. Исследование акустического рассеяния от одиночной звукопроницаемой сферы. Многофазные системы. 2018;13(4):79–91. https://doi.org/10.21662/mfs2018.4.012
Nasibullaeva ESh. The study of acoustic scattering from a single sound-permeable sphere. Multiphase Systems. 2018;13(4):79–91. (in Russian) - Блохин АВ. Теория эксперимента. Курс лекций. В 2х частях. Часть 2. Минск: Белорусский государственный университет; 2002. 67 с.
Blokhin AV. Theory of experiment. Lecture course. In 2 parts. Part 2. Minsk: Belarusian State University; 2002. 67 p. (in Russian) - Доерфель К. Статистика в аналитической химии. Москва: Мир; 1969. 247 с.
Doerffel K. Statistik in der analytischen Chemie. Leipzig: Deutscher Verlag für Grundstoffindustrie; 1966. 211 p. (in Deutsch) - Адлер ЮП, Маркова ЕВ, Грановский ЮВ. Планирование эксперимента при поиске оптимальных условий. Москва: Наука; 1976. 254 с.
Adler UP, Markova EV, Granovskiy UV. Experiment disign with selecting the optimal conditions. Moscow: Nauka; 1976. 280 p. (in Russian)

