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Reverse analysis of a spiral injector to find geometrical parameters and flow conditions us-ing a GA-based program

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arxiv 2106.04607 v1 pith:L3QHDK2X submitted 2021-06-08 physics.flu-dyn physics.data-an

classification physics.flu-dynphysics.data-an
keywords analysisflowconditionsdesigndiameterga-basedgeometricalinjector
verification ladder T0 review T1 audit T2 compute T3 formal

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In this article, the effect of geometrical parameters and flow conditions on the performance of a swirl atomizer is studied. Dimensional analysis and experimental investigations are utilized to define significant terms. The PDA system used for the measurements was able to supply information about the size, concentration, and particle velocity at each measurement location. The orifice diameter, the spiral cone angle, and also the flow Reynolds number, which is defined based on the injector orifice diameter, play an important role in spray quality, and their significance is summarized in a correlation. In order to achieve the appropriate combination of design variables that satisfy the design constraints, a GA-based program was used in a reverse analysis process. Finally, the advantages of human inspection were employed to provide true best performers from a small group of final answers.

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