Title :
Data Integration Method for Multipath Ultrasonic Flowmeter
Author :
Peng, Lihui ; Zhang, Bowen ; Zhao, Huichao ; Stephane, Sonh Aubin ; Ishikawa, Hiroaki ; Shimizu, Kazuyoshi
Author_Institution :
Dept. of Autom., Tsinghua Univ., Beijing, China
Abstract :
Compared to ultrasonic flowmeters with a single sound path, multipath ultrasonic flowmeters are capable of providing more accurate mean flow velocities on a cross-section of a pipe. This is accomplished by integrating the flow velocities derived from the measurements on multiple sound paths. In this paper, we proposed a data fusion based integration method to obtain the estimation of flow velocities on a cross-section of a pipe. The multipath ultrasonic flowmeter can provide a mean fluid velocity by taking the weighted average of the measured velocities of all sound paths. Compared to the traditional integration method, in which weights are determined according to the geometrical positions of sound paths, the proposed method considers the noise in the measured velocities on individual sound paths and determines the weights according to the variances of measured velocities on individual sound paths. This leads to a fused (integrated) flow velocity with a minimum mean square error. In addition, even if certain sound paths do not work properly, the proposed method can still provide a robust estimate of flow velocity on a cross-section of a pipe.
Keywords :
data integration; estimation theory; flow measurement; flowmeters; integration; mean square error methods; pipe flow; sensor fusion; ultrasonic transducers; velocity measurement; cross-sectional pipe; data fusion; data integration method; flow velocity estimation; geometrical position; mean flow velocity measurement; mean fluid velocity; minimum mean square error; multipath ultrasonic flowmeter; robust estimation; single sound path; Acoustics; Equations; Fluid flow measurement; Mathematical model; Noise; Ultrasonic variables measurement; Velocity measurement; Data fusion; minimum mean square error; multipath ultrasonic flowmeter; ultrasonic flowmeter;
Journal_Title :
Sensors Journal, IEEE
DOI :
10.1109/JSEN.2012.2204738