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Optimisation topologique en convection thermique avec la méthode de Lattice Boltzmann

Abstract : Heat transfer enhancement is an important research area to improve the efficiency of energy systems, especially for heat exchangers. There are different ways of optimizing such systems as the choice of flow regime or the modification on the fluid channels geometry. This thesis is focused on the latter option with the development of a topology optimization method. The number of design parameters involved in this technique is important (several thousands) so a gradient-based method is employed. The calculation of the cost function gradient with respect to the design variables is done with an adjoint-state method. The forward problem is solved with the Lattice Boltzmann Method (LBM). The simple implementation of the LBM boundary conditions is an interesting feature for topology optimization. The LBM algorithm is also highly parallelizable and GPU cards have been used in this thesis to obtain fast computational times. The efficiency of the LBM is important because the forward problem must be solved at each optimization step. Then, the optimization domain is composed of either solid of fluid elements. This material distribution is defined by a Level-Set Function (LSF). This is a continuous function in which the zero contour defines the fluid/solid interface, allowing an accurate description of both domains. The proposed optimization method has been tested for different objectives (minimization of the mean temperature, maximization of heat transfer rate) and constraints (pressure drops limitation, fixed porosity).
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Submitted on : Friday, March 27, 2020 - 9:46:20 AM
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2018-Thèse DUGAST Florian.pdf
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  • HAL Id : tel-02520936, version 1



Florian Dugast. Optimisation topologique en convection thermique avec la méthode de Lattice Boltzmann. Thermique [physics.class-ph]. Université de Nantes, 2018. Français. ⟨tel-02520936⟩



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