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Davide Masiero

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Time series Forecasting to detect anomalous behaviours in Multiphase Flow Meters

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Dec 30, 2022
Tommaso Barbariol, Davide Masiero, Enrico Feltresi, Gian Antonio Susto

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An Anomaly Detection (AD) System for Self-diagnosis has been developed for Multiphase Flow Meter (MPFM). The system relies on machine learning algorithms for time series forecasting, historical data have been used to train a model and to predict the behavior of a sensor and, thus, to detect anomalies.

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