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Multi-objective aerodynamic shape optimization of small livestock trailers
Authors:CA Gilkeson  VV Toropov  MCT Wilson  NA Foxley  PH Gaskell
Affiliation:1. School of Civil Engineering, University of Leeds, Leeds, UK;2. School of Mechanical Engineering, University of Leeds, Leeds, UK;3. School of Computing, University of Leeds, Leeds, UK
Abstract:This article presents a formal optimization study of the design of small livestock trailers, within which the majority of animals are transported to market in the UK. The benefits of employing a headboard fairing to reduce aerodynamic drag without compromising the ventilation of the animals’ microclimate are investigated using a multi-stage process involving computational fluid dynamics (CFD), optimal Latin hypercube (OLH) design of experiments (DoE) and moving least squares (MLS) metamodels. Fairings are parameterized in terms of three design variables and CFD solutions are obtained at 50 permutations of design variables. Both global and local search methods are employed to locate the global minimum from metamodels of the objective functions and a Pareto front is generated. The importance of carefully selecting an objective function is demonstrated and optimal fairing designs, offering drag reductions in excess of 5% without compromising animal ventilation, are presented.
Keywords:CFD  moving least squares  multi-objective  shape optimization
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