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optimization global search

  • Heat transfer enhancement and optimization of flat-tube multilouvered fin compact heat exchangers with delta-winglet vortex generators

    This paper presents heat transfer enhancement of multilouvered fin compact heat exchangers with delta winglets vortex generators by using surrogate-based optimization. The optimization procedure is a combination of Artificial Neural Networks with Non-Dominated Sorting Genetic Algorithm (NSGA-II) in modeFRONTIER. Two Reynolds numbers and two different geometries were investigated..

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  • Design of a Meta-Material with Targeted Nonlinear Deformation Response

    This thesis aims to demonstrate the possibility of designing a meta-material to match a nonlinear deformation response. Application of this method was successful in generating a meta-material to meet the response of the rubber pad in an M1 Abrams tank. The optimization method using modeFRONTIER can serve as a framework for future designers to develop meta-materials for nonlinear targeted responses

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  • Multi-objective optimization of the extrusion process

    A comprehensive approach for multi-objective design optimization of extrusion dies is illustrated in this work. A three-bridges porthole die, used to produce thick round tube profiles, was selected as test case. This approach using modeFRONTIER for optimization can provide an effective process for practical productions to be used at the die and process design stage, in order to maximize process performances both for die makers and extruders.

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  • Design of contracted and tip loaded propellers by using boundary element methods and optimization algorithms

    This goal of this project is the optimization of a CLT propeller for increased efficiency. The design approach is based on a parametric description of the propeller blade and an in-house developed Panel Method/Boundary Element Method aimed to evaluate the performance of the propellers selected by a genetic optimization algorithm in the software modeFRONTIER.

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  • Identification of strainrate dependent hardening sensitivity of metallic sheets under in-plane biaxial loading

    The objective of this thesis was to propose biaxial tensile tests on a cruciform specimen to identify strain-rate dependent hardening models of sheet metals from quasi-static to intermediate strain rates. The in-plane biaxial testing procedures and parameter identification strategy have been validated on AA5086 and applied to identify rate-dependent hardening laws for DP600 steel. The optimization procedure was carried out in modeFRONTIER.

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  • Multi-Level Decoupled Optimization of Wind Turbine Structures

    This study proposes a multi-level decoupled method for the design optimization of wind turbine blades. The method reduces the design space by employing a two-level optimization process: the high-level is for the entire blade, while the low-level is for sections of the blade. It is shown that the multi-level method using modeFRONTIER converges faster at the beginning of the optimization, generates more smooth design alternatives, and finds better optimum designs than its single-level counterpart.

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  • Aerodynamic optimization of a sail-plan of a boat

    This thesis presents the results of an optimization study of the geometry and layout of the sail-plan (genoa and mainsail) of a 12 meter prototype boat called Mefistofele. The goal is to maximize the ratio between boat speed and sail-plan surface, considering different upwind sailing conditions.

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  • Identification of friction coefficients and strain-compensated Arrhenius-type constitutive model by a two-stage inverse analysis technique

    A two-stage inverse analysis technique is proposed to identify the friction coefficients during hot compression test of aluminum alloy AA6N01 and its material parameters in the strain-compensated Arrhenius-type constitutive model. By means of modeFRONTIER, FEM simulation and error calculation are integrated in this study. 

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  • Novel, cost-effective configurations of combined power plants for small-scale cogeneration from biomass

    The employment of small combined cycles as a valid alternative to ORC systems for Combined Heat and Power from biomass is feasible in the near future and can guarantee competitive thermodynamic performances. Two design optimizations were performed according to two different configurations, employing the Immersed Particle heat exchanger and Nickel Alloy heat exchanger. Thermal efficiency and electrical efficiency were selected as the objectives to be maximized by the optimization algorithm in modeFRONTIER.

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  • Optimization for Train Energy Performance

    This study aims to find solutions to lowering energy consumption in train transportation. The optimization of timetables and driving styles are both investigated in this paper. Softwares Train Energy Performance (TEP) and modeFRONTIER are coupled to find energy saving solutions for trains.

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