Fuzzy clustering of EEE components for space industry

Описание

Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций

Конференция: International Scientific and Research Conference on Topical Issues in Aeronautics and Astronautics (TIAA); Krasnoyarsk, RUSSIA; Krasnoyarsk, RUSSIA

Год издания: 2016

Идентификатор DOI: 10.1088/1757-899X/155/1/012026

Ключевые слова: Image segmentation, Maximum principle, Expectation-maximization algorithms, Production batches, Reliable methods, Space industry, SPACE system, Space flight, Image segmentation, Maximum principle, Expectation-maximization algorithms, Production batches, Reliable methods, Space industry, SPACE system, Space flight

Аннотация: 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 severaПоказать полностьюl homogeneous production batches produced from a single bath of raw materials. The Expectation Maximization algorithm first time applied for the classification of EEE components.

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Издание

Журнал: XII INTERNATIONAL SCIENTIFIC AND RESEARCH CONFERENCE TOPICAL ISSUES IN AERONAUTICS AND ASTRONAUTICS

Выпуск журнала: Vol. 155

ISSN журнала: 17578981

Место издания: BRISTOL

Издатель: IOP PUBLISHING LTD

Авторы

  • Orlov V.I. (Reshetnev Siberian State Aerosp Univ, 31 Krasnoyarskiy Rabochiy Av, Krasnoyarsk 660037, Russia)
  • Stashkov D.V. (JSC Sinet, 127 3 Int St, Novosibirsk 630009, Russia)
  • Kazakovtsev L.A. (Reshetnev Siberian State Aerosp Univ, 31 Krasnoyarskiy Rabochiy Av, Krasnoyarsk 660037, Russia; Siberian Fed Univ, Dept Econ & Informat Technol Management, 3 Vuzovskii Lane, Krasnoyarsk 660025, Russia)
  • Stupina A.A. (Reshetnev Siberian State Aerosp Univ, 31 Krasnoyarskiy Rabochiy Av, Krasnoyarsk 660037, Russia; Siberian Fed Univ, Dept Econ & Informat Technol Management, 3 Vuzovskii Lane, Krasnoyarsk 660025, Russia)

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