Classifying Cutting Volume at Shale Shakers in Real-Time Via Video Streaming Using Deep-Learning Techniques

Du, XS; Jin, YC; Wu, XQ; Liu, Y; Wu, XP; Awan, O; Roth, J; See, KC; Tognini, N; Chen, JF; Han, Z

Du, XS (corresponding author), Univ Houston, Dept Elect & Comp Engn, Houston, TX 77004 USA.

SPE DRILLING & COMPLETION, 2020; 35 (3): 317

Abstract

A real-time deep-learning model is proposed to classify the volume of cuttings from a shale shaker on an offshore drilling rig by analyzing the real-t......

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