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Effective methods for optimal design of induction coils on example of surface hardening

机译:以表面硬化为例的优化设计感应线圈的有效方法

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Purpose This paper aims to describe main ideas and demonstrates results of the research activities carried out by the authors in the field of optimal design concepts for induction heater for surface hardening. The main goal of the research studies is the application of different optimization methods and numerical finite element method (FEM) codes for field analysis to solve the optimal design problem that is mathematically formulated in terms of the one of the most important optimization criteria for surface hardening technology, e.g. maximum temperature uniformity within the hardening surface layer. Design/methodology/approach Evolutionary algorithm based on Adaptive Gaussian Process-Assisted Differential Evolution for MEMS Design Optimization (AGDEMO) and alternance method of parametric optimization based on optimal control theory are applied as effective tools for the practice-oriented problem for optimization of induction heater design based on non-linear coupled electromagnetic and temperature field analysis. Different approaches are used for combining FEM codes for interconnected field analysis and optimization algorithms into automated optimization procedure. Findings Optimization procedures are tested and investigated for optimal design problem solution on the examples of induction hardening of steel cylindrical billet. Originality/value This paper describes main ideas and results of the research activities carried out by the authors in the field of optimal design of induction heaters for hardening based on numerical coupled electromagnetic and temperature field analysis. The implementation of the automated procedure that combines a numerical FEM code for coupled field analysis with an optimization algorithm and its subsequent application for designing induction heaters makes the proposed approach specific and original. This paper also demonstrates that different optimization strategies used (evolutionary algorithm based on AGDEMO and alternance method of optimal control theory) are effective for real-life industrial applications for optimization of induction heaters design.
机译:目的本文旨在描述主要思想,并论证作者在用于表面淬火的感应加热器的最佳设计概念领域进行的研究活动的结果。研究的主要目标是应用不同的优化方法和数值有限元方法(FEM)进行现场分析,以解决根据表面硬化最重要的优化标准之一数学公式化的最佳设计问题技术,例如硬化表面层内的最大温度均匀性。基于自适应高斯过程辅助微分进化的MEMS设计优化(AGDEMO)设计/方法/方法进化算法和基于最优控制理论的参数优化交替方法被用作解决面向实践的感应加热器优化问题的有效工具基于非线性耦合电磁和温度场分析的设计。使用不同的方法将用于互连现场分析和优化算法的FEM代码组合到自动化优化过程中。调查结果针对钢坯坯的感应淬火示例,对优化程序进行了测试和研究,以寻求最佳设计问题解决方案。独创性/价值本文介绍了作者在基于数值电磁场和温度场分析的感应加热淬火器优化设计领域的主要思想和研究成果。结合了用于耦合场分析的数字FEM代码和优化算法的自动化程序的实现及其在设计感应加热器时的后续应用,使所提出的方法具有特定性和原创性。本文还证明了所使用的不同优化策略(基于AGDEMO的进化算法和最优控制理论的交流方法)对于现实生活中的感应加热器设计的工业应用是有效的。

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