TY - JOUR
T1 - An opportunity for streamlined computational fluid dynamics integration via a semi-analytical method for weighted finite volume fragmentation equations
AU - Yadav, Sarita
AU - Wadhwa, Deesha
AU - Singh, Mehakpreet
AU - Kumar, Jitendra
N1 - Publisher Copyright:
© 2024 Author(s).
PY - 2024/12/1
Y1 - 2024/12/1
N2 - Over the past decade, finite volume schemes have significantly advanced, becoming well-regarded for solving linear and nonlinear population balance equations (PBEs). These schemes are highly accurate and efficient, making them ideal for applications like liquid-liquid dispersion, bubble and droplet fragmentation, in the chemical and pharmaceutical industries. Solving PBEs in continuous form remains challenging, particularly with complex fragmentation kernels and selection functions. Typically, these problems are tackled by forming discretized ordinary differential equations, with accuracy depending on the mesh type and cell count. To address these challenges, a new semi-analytical approach for solving the weighted finite volume scheme breakage equations has been developed [Kumar et al. (2015), “Development and convergence analysis of a finite volume scheme for solving breakage equation,” SIAM J. Numer. Anal. 53(4), 1672-1689]. This approach can replace traditional numerical schemes using the fourth order Runge-Kutta method. The mesh-independence with respect to time of finite volume schemes allows efficient coupling with computational fluid dynamics (CFD) tools. The accuracy and efficiency of the proposed method have been validated with analytically tractable and physically relevant fragmentation kernels and selection functions, demonstrating high accuracy in estimating number density functions and their integral moments. This new approach reduces computational time by approximately 60%, making it an excellent option for integration with CFD software due to its efficiency.
AB - Over the past decade, finite volume schemes have significantly advanced, becoming well-regarded for solving linear and nonlinear population balance equations (PBEs). These schemes are highly accurate and efficient, making them ideal for applications like liquid-liquid dispersion, bubble and droplet fragmentation, in the chemical and pharmaceutical industries. Solving PBEs in continuous form remains challenging, particularly with complex fragmentation kernels and selection functions. Typically, these problems are tackled by forming discretized ordinary differential equations, with accuracy depending on the mesh type and cell count. To address these challenges, a new semi-analytical approach for solving the weighted finite volume scheme breakage equations has been developed [Kumar et al. (2015), “Development and convergence analysis of a finite volume scheme for solving breakage equation,” SIAM J. Numer. Anal. 53(4), 1672-1689]. This approach can replace traditional numerical schemes using the fourth order Runge-Kutta method. The mesh-independence with respect to time of finite volume schemes allows efficient coupling with computational fluid dynamics (CFD) tools. The accuracy and efficiency of the proposed method have been validated with analytically tractable and physically relevant fragmentation kernels and selection functions, demonstrating high accuracy in estimating number density functions and their integral moments. This new approach reduces computational time by approximately 60%, making it an excellent option for integration with CFD software due to its efficiency.
UR - http://www.scopus.com/inward/record.url?scp=85211349524&partnerID=8YFLogxK
U2 - 10.1063/5.0236847
DO - 10.1063/5.0236847
M3 - Article
AN - SCOPUS:85211349524
SN - 1070-6631
VL - 36
JO - Physics of Fluids
JF - Physics of Fluids
IS - 12
M1 - 123322
ER -