Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций
Конференция: International Scientific Conference on Applied Physics, Information Technologies and Engineering (APITECH) / 2-nd International Scientific and Practical Conference on Borisov's Readings; Siberian Fed Univ, Polytechn Inst, Krasnoyarsk, RUSSIA; Siberian Fed Univ, Polytechn Inst, Krasnoyarsk, RUSSIA
Год издания: 2019
Идентификатор DOI: 10.1088/1742-6596/1399/5/055082
Аннотация: The article discusses the need to develop a diagnostic prognostic unit for certain types of technological equipment. Several well-known methods for predicting time series are considered: a method based on artificial neural couples, a method for analyzing a singular spectrum, an exponential smoothing method. A brief description of tПоказать полностьюhe methods under consideration is given. The parameters of the numerical study of the methods are described. The results of a numerical study are presented, the advantage of the neural network approach and the method of singular spectral analysis are shown. © Published under licence by IOP Publishing Ltd.
Журнал: Journal of Physics: Conference Series
Выпуск журнала: Vol. 1399, Is. 5
Номера страниц: 55082
ISSN журнала: 17426588
Издатель: Institute of Physics Publishing