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

被引:1
|
作者
Pleshivtseva, Yuliya [1 ]
Baldan, Marco [2 ]
Popov, Anton [1 ]
Nikanorov, Alexander [2 ]
Rapoport, Edgar [3 ]
Nacke, Bernard [2 ]
机构
[1] Samara State Tech Univ, Dept Heat & Power Engn, Samara, Russia
[2] Leibniz Univ Hannover, Inst Electrotechnol, Hannover, Germany
[3] Samara State Tech Univ, Dept Automat & Informat Technol, Samara, Russia
关键词
Induction heating; Optimal design; Field analysis; Design optimization methodology; Computational electromagnetics; Alternance method; Evolutionary algorithm; AGDEMO; OPTIMIZATION;
D O I
10.1108/COMPEL-05-2019-0216
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
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.
引用
收藏
页码:90 / 99
页数:10
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