Digital Twins Temporal Dependencies-Based on Time Series Using Multivariate Long Short-Term Memory

Digital Twins Temporal Dependencies-Based on Time Series Using Multivariate Long Short-Term Memory

Digital Twins, which are virtual representations of physical systems mirroring their behavior, enable real-time monitoring, analysis, and optimization. Understanding and identifying the temporal dependencies included in the multivariate time series data that characterize the behavior of the system a...

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Bibliographic Details
Main Authors: Abubakar Isah, Hyeju Shin, Seungmin Oh, Sangwon Oh, Ibrahim Aliyu, Tai-won Um, Jinsul Kim
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Electronics
Subjects:
temporal dependency
Digital Twins
LSTM
multivariate time series
Online Access:https://www.mdpi.com/2079-9292/12/19/4187

Internet

https://www.mdpi.com/2079-9292/12/19/4187

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