FORECAST OF MULTIVARIATE TIME SERIES SAMPLED FROM INDUSTRIAL MACHINERY SENSORS

Goal: To evaluate the performance of a set of forecasting methods in the prediction of future values on a dataset of time series collected from sensors installed in an industrial gas turbine. Design/Methodology/Approach: Forecasting methods tested include the use of multivariate and univariate ne...

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Bibliographic Details
Main Authors: Heron Felipe Rosas dos Santos, Leila Weitzel Coelho da Silva, Ana Paula Barbosa Sobral
Format: Article
Language:English
Published: Associação Brasileira de Engenharia de Produção (ABEPRO) 2020-02-01
Series:Brazilian Journal of Operations & Production Management
Subjects:
Online Access:https://bjopm.emnuvens.com.br/bjopm/article/view/607