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Influence of heating elements layout on temperature uniformity in a large size heat treatment furnace

Sajad Mirzaei, Nima Bohlooli Arkhazloo, Jean-Benoît Morin, Mohammad Jahazi

2024Case Studies in Thermal Engineering11 citationsDOIOpen Access PDF

Abstract

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.

Topics & Concepts

Materials scienceMelting temperatureProcess engineeringPareto principleMulti-objective optimizationMechanical engineeringSurface (topology)Optimal designGenetic algorithmComputer scienceMechanicsEnvironmental scienceNuclear engineeringMathematical optimizationComposite materialMathematicsPhysicsGeometryMachine learningEngineeringRadiative Heat Transfer StudiesHeat Transfer MechanismsHeat Transfer and Optimization