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Preliminary Study of the Feasibility of Inverse Problem Algorithms Used for Arc Magnetic Measurement Method

机译:弧磁测量法反问题算法可行性的初步研究

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摘要

Non-contact magnetic measurement method is an effective way to study the air arc behavior experimentally. One of the crucial techniques is to solve an inverse problem for the electromagnetic field. This study is devoted to investigating different algorithms for this kind of inverse problem preliminarily, including the preconditioned conjugate gradient method, penalty function method and genetic algorithm. The feasibility of each algorithm is analyzed. It is shown that the preconditioned conjugate gradient method is valid only for few arc segments, the estimation accuracy of the penalty function method is dependent on the initial conditions, and the convergence of genetic algorithm should be studied further for more segments in an arc current.
机译:非接触式磁测量方法是一种通过实验研究空气电弧行为的有效方法。关键技术之一是解决电磁场的逆问题。本研究致力于针对这种反问题初步研究不同的算法,包括预处理共轭梯度法,罚函数法和遗传算法。分析了每种算法的可行性。结果表明,预处理共轭梯度法仅对少数弧段有效,惩罚函数法的估计精度取决于初始条件,对于更多弧段电流,应进一步研究遗传算法的收敛性。

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