Machine learning for multiphase flowrate estimation with time series sensing data

In this paper, we investigate the prediction of multiphase flowrate based on multi-modal time series sensing data by using machine learning. The time series differential pressure data generated from Venturi tube, and pressure, temperature data are employed as network input. We implement and compare...

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Bibliographic Details
Main Authors: Haokun Wang, Maomao Zhang, Yunjie Yang
Format: Article
Language:English
Published: Elsevier 2020-11-01
Series:Measurement: Sensors
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2665917420300222