Research on component-level health quantitative assessment based on SVM algorithm for analog electronic circuits

On the basis of the study of the analog electronic circuit theory, a component-level health quantitative assessment model based on support vector machine algorithm was proposed in this paper. This paper divided the health condition of analog electronic circuits into health status, sub-health status and failure status, then the particle swarm optimization (PSO) was applied on the optimization of support vector optimization parameters. In the end, this paper builds the component-level health quantitative assessment model based on support vector machine algorithm.