Measurement of cross-sectional velocity distribution of pneumatically conveyed particles in a square-shaped pipe through electrostatic sensing and Gaussian process regression

Abstract

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Measurement of Cross-Sectional Velocity Distribution of Pneumatically Conveyed Particles in a Square-Shaped Pipe Through Gaussian Process Regression-Assisted Nonrestrictive Electrostatic Sensing

“…Evaluation tests were undertaken to verify the performance of the proposed measurement approach. The concept along with preliminary results was initially reported at the 2022 IEEE International Instrumentation and Measurement Technology Conference [23]. This extended paper provides more experiments and analyses including a comparison of GPR's prediction results with other machine learning models, system design and explorations of improvement of the measurement approach.…”