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  1. Home
  2. Indian Institute of Technology Madras
  3. Publication5
  4. Shape optimisation of an AUV with ducted propeller using GA integrated with CFD
 
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Shape optimisation of an AUV with ducted propeller using GA integrated with CFD

Date Issued
17-02-2018
Author(s)
Vasudev, K. L.
Sharma, R. 
Indian Institute of Technology, Madras
Bhattacharyya, S. K. 
Indian Institute of Technology, Madras
DOI
10.1080/17445302.2017.1351292
Abstract
This paper adopts Genetic Algorithm (GA) -driven optimisation framework to solve the design optimisation problem of an autonomous underwater vehicle that aims to minimise the delivered power under the constraints on the geometric parameters that define the hull shape. The GA and computational fluid dynamics (CFD) solvers are seamlessly integrated into a single code so that it becomes an effective computational tool for optimisation. Adopting a hull and a ducted propeller, for which some experimental data are available for CFD validation, the optimisation is done for the shape of the hull for a single velocity, leading to significant reduction in delivered power. The hull shape is described by a 5-parameter axisymmetric form. Delivered power minimisation problem is compared with the corresponding drag minimisation problem of the chosen hull.
Volume
13
Subjects
  • Autonomous underwater...

  • computational fluid d...

  • delivered power

  • drag

  • genetic algorithm (GA...

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