Non-intrusive classification of gas-liquid flow regimes in an S-shaped pipeline riser using a Doppler ultrasonic sensor and deep neural networks
Somtochukwu Godfrey Nnabuife, Boyu Kuang, James F. Whidborne, Zeeshan A. Rana
Topics & Concepts
Artificial intelligenceClassifier (UML)Pattern recognition (psychology)Computer scienceDecision treeOverfittingUltrasonic sensorFeature extractionArtificial neural networkMachine learningAcousticsPhysicsFlow Measurement and AnalysisFluid Dynamics and MixingFault Detection and Control Systems