Mass Flowrate Measurement of Slurry Using Coriolis Flowmeters and Data Driven Modeling
Wasif Shafaet Chowdhury,
Yong Yan,
Marc-Antony Coster-Chevalier
et al.
Abstract:Coriolis flowmeters have been proven to be effective while measuring single phase flows, however, the measurement accuracy degrades in case of multiphase flows. This paper presents data-driven models that are incorporated into Coriolis flowmeters for mass flowrate measurement of two-phase (sand-water) slurry. Three different data-driven models based on Support Vector Machine (SVM), Artificial Neural Network (ANN) and Gaussian Process Regression (GPR) are established through training and testing. To examine the… Show more
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