Fuzzy clustering of EEE components for space industry

7th International Scientific and Research Conference "Topical Issues in Aeronautics and Astronautics"

航空航天工程

Orlov, V.I.^1 ; Stashkov, D.V.^2 ; Kazakovtsev, L.A.^1,3 ; Stupina, A.A.^1,3

Reshetnev Siberian State Aerospace University, 31 Krasnoyarskiy Rabochiy av., Krasnoyarsk

660037, Russia^1

JSC Sinetic, 127 3 Internacionala street, Novosibirsk

630009, Russia^2

Department of Economics and Information Technology of Management, Siberian Federal University, 3 Vuzovskii Lane, Krasnoyarsk

660025, Russia^3

关键词: Expectation-maximization algorithms;    Production batches;    Reliable methods;    Space industry;    SPACE system;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/155/1/012026/pdf
DOI  :  10.1088/1757-899X/155/1/012026

学科分类：航空航天科学

来源: IOP

【 摘 要 】

One of the most important problems of the space industry is obtaining reliable methods of automatic grouping (clustering) of specialized EEE components for using in space systems. The main purpose of automatic grouping of EEE components on a set different parameters is the most legible splitting group of EEE components into several homogeneous production batches produced from a single bath of raw materials. The Expectation Maximization algorithm first time applied for the classification of EEE components.