Применение метода главных компонент для технологического контроля пропорциональных электромагнитных приводов

Abstract

This article describes the process of production proportional electromagnet actuators and proved the need for process control. Process control is proposed to carry out using the method of principal component analysis to the weber-ampere characteristics of the operating cycle of the electromagnetic actuators. The method of principal component analysis allows to reveal latent characteristics and at the same time to reduce the dimensionality of the original data, sacrificing a meaningless information. We consider the experimental results obtained by the use of principal component analysis to the weber-ampere characteristics of the operating cycle with various defects.