Opportunistic maintenance for multi-unit series systems based on gated recurrent units prediction model
Abstract
Maintenance plays an important role in sustainable manufacturing as systematic and timely MRO processes can significantly reduce downtime and production losses. This paper presents a two-stage approach for an opportunistic maintenance methodology. Firstly, a real-time gated recurrent units (GRU) model is established to predict the reliability of facilities. Secondly, an ensemble evolutionary algorithm is proposed to identify the feasibilities to...
Paper Details
Title
Opportunistic maintenance for multi-unit series systems based on gated recurrent units prediction model
Published Date
Jan 1, 2020
Journal
Volume
69
Issue
1
Pages
25 - 28
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