Case Studies in Thermal Engineering · 2024 · 11 citations · 30 references
ArchitectureComputational EngineeringMechanical EngineeringComputational Fluid DynamicsDesign OptimizationHeat TransferEvolutionary OptimizationGenetic AlgorithmsHeating SystemsLayout OptimizationThermal DesignThermal SimulationCoverageFurnacesMulti-objective Evolutionary AlgorithmsMulti-objective Evolutionary OptimizationSurface TemperatureTemperature UniformityThermal OptimizationThermal Performance Optimization
Computational Fluid Dynamics simulations were used to optimize heating elements placement on the walls of a large size electrical heat treatment furnace in order to reduce temperature gradients within the furnace and uneven temperatures on different faces of the blocks which could result in variabilities in final mechanical properties. Initial evaluations of different layouts highlighted the effectiveness of equipping two side walls. Subsequently, an optimal percentage of side wall coverage was identified through simulations and multi-objective evolutionary optimization. Genetic and pareto search algorithms yielded 10% and 14.2% as optimum values, respectively. Implementing an optimal coverage demonstrated significant reductions in surface temperature non-uniformity, surface-to-center temperature differential, and temperature differences between loaded blocks. These improvements suggest a potential for enhanced uniformity in mechanical properties across a batch of products. This approach presents a promising strategy for obtaining consistent and efficient heat treatment cycles in industrial heat treatment furnaces resulting in energy saving and improved product quality.
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A new k-ϵ eddy viscosity model for high reynolds number turbulent flows
Tsan-Hsing Shih, William W. Liou, Aamir Shabbir et al. · Computers & Fluids · 1995 · 5.9K citations
Modelling using Polynomial Regression
Eva Ostertagová · Procedia Engineering · 2012 · 772 citations · Full text