Acoustic emission-based flow noise detection and mechanism analysis for gas-liquid two-phase flow

•Optimization of sensor design for quantitative measurement of flow noise.•The flow noise signal is separated and characterized using Hilbert Huang transform.•The flow noise was distinguished using Hurst index and a mathematical model of the noise was developed.•The ARIMA model was used to predict the energy change of the slug and bubble flow.