Anomaly Detection Method for Multivariate Time Series Data of Oil and Gas Stations Based on Digital Twin and MTAD-GAN

Due to the complexity of the oil and gas station system, the operational data, with various temporal dependencies and inter-metric dependencies, has the characteristics of diverse patterns, variable working conditions and imbalance, which brings great challenges to multivariate time series anomaly d...

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Autori principali: Yuanfeng Lian, Yueyao Geng, Tian Tian
Natura: Articolo
Lingua:English
Pubblicazione: MDPI AG 2023-02-01
Serie:Applied Sciences
Soggetti:
Accesso online:https://www.mdpi.com/2076-3417/13/3/1891