Machine learning assisted measurement of solid mass flow rate in horizontal pneumatic conveying by acoustic emission detection

2021 ◽  
Vol 229 ◽  
pp. 116083
Author(s):  
Peng Zhang ◽  
Yao Yang ◽  
Zhengliang Huang ◽  
Jingyuan Sun ◽  
Zuwei Liao ◽  
...  
Keyword(s):  
Machine Learning ◽  
Acoustic Emission ◽  
Mass Flow Rate ◽  
Mass Flow ◽  
Flow Rate ◽  
Pneumatic Conveying ◽  
Solid Mass ◽  
Emission Detection

Air mass balance for mass flow rate calculation in pneumatic conveying

2010 ◽  
Vol 202 (1-3) ◽  
pp. 62-70 ◽  
Author(s):  
Cecilia Arakaki ◽  
Ali Ghaderi ◽  
Arild Sæther ◽  
Chandana Ratnayake ◽  
Gisle G. Enstad
Keyword(s):  
Mass Balance ◽  
Mass Flow Rate ◽  
Mass Flow ◽  
Flow Rate ◽  
Pneumatic Conveying ◽  
Air Mass ◽  
Rate Calculation

Numerical Analysis of Dust Emission by Powder Discharge and Jet Expansion

2015 ◽  
Author(s):  
F. Audard ◽  
P. Fede ◽  
O. Simonin ◽  
E. Belut
Keyword(s):  
Numerical Simulations ◽  
Mass Flow Rate ◽  
Mass Flow ◽  
Flow Rate ◽  
Dust Emission ◽  
Free Fall ◽  
Particulate Flow ◽  
Solid Mass ◽  
Particulate Flows ◽  
Frictional Effects

The paper deals with the Euler-Euler numerical simulation of an experimental study (Ansart et al., 2009 [1]) of freely falling granular jet for investigating the dispersion of dust. The configuration is a bunker, where quasi-static particulate flow takes place, and a free-fall chamber. As a first step, a frictional viscosity model developed by Srivastava and Sundaresan (2003) [2] is implemented to take into account the frictional effects occurring in the quasi-static particulate flows. Without the frictional model for the viscosity, the numerical simulations overpredict the solid mass flow rate at the outlet of the bunker. When using the frictional viscosity, the solid mass flow rate is in better accordance with the experimental value. However, the solid velocity is overestimated in numerical simulations.

Particle abrasion of lifting elbow in dilute pneumatic conveying

2020 ◽  
pp. 135065012095129
Author(s):  
Yun Ji ◽  
Songyong Liu ◽  
Dianrong Gao ◽  
Jianhua Zhao
Keyword(s):  
Mass Flow Rate ◽  
Mass Flow ◽  
Flow Rate ◽  
Design Method ◽  
Orthogonal Design ◽  
Industrial Applications ◽  
Experimental Results ◽  
Solid Mass ◽  
Airflow Velocity ◽  
Two Phase

Elbows are widely used in various industrial fields and are important for industrial applications. In this study, Eulerian coupling method was used to address the fluid-particle, and particle-particle interactions in a gas-solid two-phase flow while considering the effects of lifting angle, airflow velocity, and solid mass flow rate. The Hertz-Mindlin contact model and empirical Erosion/Corrosion Research Center erosion model were used to predict erosion in a lifting elbow, and the erosion ratio was used for validation with the experimental results. Experimental results indicated that the established model herein is accurate with different airflow velocities and lifting angles. The orthogonal design method was applied to the simulation scheme design, and range and variance analyses were used for the analysis of the results. Results indicated that the solid mass flow rate most affected elbow erosion comparing with lifting angles and airflow velocities. Additionally, the effect of the elbow lifting angle on the erosion mechanism was considered, and results indicated that the maximum erosion region is independent of the airflow velocity, lifting angle, and solid mass flow rate.

Acoustic Analysis of Particle–Wall Interaction and Detection of Particle Mass Flow Rate in Vertical Pneumatic Conveying

2014 ◽  
Vol 53 (23) ◽  
pp. 9938-9948 ◽  
Author(s):  
Lelu He ◽  
Yefeng Zhou ◽  
Zhengliang Huang ◽  
Jingdai Wang ◽  
Musango Lungu ◽  
...  
Keyword(s):  
Mass Flow Rate ◽  
Mass Flow ◽  
Flow Rate ◽  
Acoustic Analysis ◽  
Particle Mass ◽  
Pneumatic Conveying ◽  
Wall Interaction
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