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Encoding Multivariate Time Series of Gas Turbine Data as Images to Improve Fault Detection Reliability

The monitoring and diagnostics of energy equipment aim to detect anomalies in time series data in order to support predictive maintenance and avoid unplanned shutdowns. Thus, the paper proposes a novel methodology that utilizes sequence-to-image transformation methods to feed Convolutional Neural Ne...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Enzo Losi, Mauro Venturini, Lucrezia Manservigi, Giovanni Bechini
Hōputu: Artigo
Reo:Inglês
I whakaputaina: MDPI AG 2025-10-01
Rangatū:Machines
Ngā marau:
Urunga tuihono:https://www.mdpi.com/2075-1702/13/10/943
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