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amireh nourbakhsh

amireh nourbakhsh

Academic rank: Assistant Professor
ORCID:
Education: PhD.
ScopusId: 54881835100
HIndex: 0/00
Faculty: Faculty of Engineering
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Phone:

Research

Title
پA STUDY OF THE MOTION OF A BUBBLE IN A COMBINED COUETTEPOSEUILLE FLOW USING ANN AND ANFIS: EFFECT OF THE REYNOLDS NUMBER
Type
JournalPaper
Keywords
bubble; Finite difference/Front tracking; Reynolds Number; ANN and ANFIS methods
Year
2016
Journal Journal of fundamental and applied sciences
DOI
Researchers amireh nourbakhsh ، Mojtaba Shademani

Abstract

The equilibrium position of a deformable bubble in a Combined Couette-Poiseuille flow was investigated numerically by solving the full Navier-Stokes equations using a finite difference/front tracking method. The effectiveness of the present approach to predict the migration of a bubble in a Combined Couette-Poiseuille flow was examined, and the behavior of the bubble migration with different Reynolds numbers was investigated. The related unsteady incompressible full Navier-Stokes equations were solved using a conventional finite difference method with a structured staggered grid. The interface was tracked explicitly by connected marker points via front tracking method. One field approximation was used, while one set of governing equations was only solved in the entire domain and different phases treated as one fluid with variable physical properties. The interfacial effects are accounted for by adding appropriate source terms to the governing equations. Since the interface deforms continuously, it is necessary to restructure its grid as the calculations proceed. The purpose of this study was to examine the lateral position of the bubble by using finite difference/ front tracking, ANN and ANFIS methods. Also, estimated values of the lateral position of the bubble by ANN and ANFIS methods were compared with front tracking method, to select the best method.