Identification of logical patterns for classification of EEE in space application

International Workshop "Advanced Technologies in Material Science, Mechanical and Automation Engineering – MIP: Engineering – 2019"

材料科学;机械制造;原子能学

Masich, I.S.^1 ; Orlov, V.I.^2

Department of System Analysis and Operation Research, Reshetnev Siberian State University of Science and Technology, Krasnoyarsk, Russia^1

TTC - NPO PM, Zheleznogorsk, Krasnoyarskiy kray, Russia^2

关键词: Classification algorithm;    Data mining methods;    On-board equipment;    Screening tests;    Statistical approach;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/537/4/042073/pdf
DOI  :  10.1088/1757-899X/537/4/042073

学科分类：材料科学（综合）

来源: IOP

【 摘 要 】

The study deals with evaluation of reliability of onboard equipment on the basis of the additional screening tests and the estimated factory tests. In addition to using a statistical approach to solve this problem, the interest is a method for estimating the reliability of onboard equipment using machine learning and data mining methods. Due to the specifics of the task, it is proposed to use classification algorithms based on rules (logical classification algorithms).