@article{c41e0155fe64475e9d3cd6cd9fc56fe9,
title = "An Algorithm to Minimize the Zero-Flow Error in Transit-Time Ultrasonic Flow Meters",
abstract = "Transit-time ultrasonic flow meters are widely used in industry to measure fluid flow. In practice ultrasonic flow meters either show a zero-flow error or suffer from a significant random error due to a limited signal-to-noise ratio, requiring a significant amount of averaging to achieve good precision. This work presents a method that minimizes the zero-flow error whilst keeping the random error low, independent of the hardware used. The proposed algorithm can adjust to changing zero-flow errors while a flow is present. The technique combines the benefits of two common methods of determining the transit-time difference between the upstream and downstream ultrasonic waves: cross-correlation and zero-crossing detection. The algorithm is verified experimentally using a flow-loop. It is shown that the zero-flow error can be greatly reduced without compromising the random error or increasing circuit complexity.",
keywords = "Cross correlation, flow measurement, reciprocity, transit time, ultrasonic flowmeter, zero crossings, zero-flow error",
author = "Willigen, {Douwe M. van} and Neer, {Paul L.M.J. van} and Jack Massaad and Jong, {Nico de} and Verweij, {Martin D.} and Pertijs, {Michiel A.P.}",
year = "2020",
doi = "10.1109/TIM.2020.3007907",
language = "English",
volume = "70",
journal = "IEEE Transactions on Instrumentation and Measurement",
issn = "0018-9456",
publisher = "Institute of Electrical and Electronics Engineers (IEEE)",
}