Predicting machine failure using recurrent neural network-gated recurrent unit (RNN-GRU) through time series data

• Main Authors: Zainuddin, Z., P. Akhir, E.A., Hasan, M.H.
• Format: Article
• Published: Institute of Advanced Engineering and Science 2021
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85102993747&doi=10.11591%2feei.v10i2.2036&partnerID=40&md5=a2cf14ad3b4fbdd43574b42008b22a7d; http://eprints.utp.edu.my/23699/
• Institution: Universiti Teknologi Petronas

Time series data often involves big size environment that lead to high dimensionality problem. Many industries are generating time series data that continuously update each second. The arising of machine learning may help in managing the data. It can forecast future instance while handling large dat...