Data Integration Method for Multipath Ultrasonic Flowmeter

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.

[1]  Gregor J. Brown,et al.  Ultrasonic transit-time flowmeters modelled with theoretical velocity profiles: methodology , 2000 .

[2]  L. Salami,et al.  Application of a computer to asymmetric flow measurement in circular pipes , 1984 .

[3]  Thomas Staubli,et al.  COMPARISON OF INTEGRATION METHODS FOR MULTIPATH ACOUSTIC DISCHARGE MEASUREMENTS , 2006 .

[4]  Pramod K. Varshney Multisensor data fusion , 1997 .

[5]  M. Groschl,et al.  3D-1 Absolute Transit Time Detection for Ultrasonic Gas Flowmeters Based on Time and Phase Domain Characteristics , 2007, 2007 IEEE Ultrasonics Symposium Proceedings.

[6]  U Gessner,et al.  The performance of the ultrasonic flowmeter in complex velocity profiles. , 1969, IEEE transactions on bio-medical engineering.

[7]  Mathias J. Niemann,et al.  Phase reconstruction of modulated ultrasonic signals and new measurement technique of flow velocity , 2003, IEEE Trans. Instrum. Meas..

[8]  James Llinas,et al.  An introduction to multisensor data fusion , 1997, Proc. IEEE.

[9]  Yong Yan,et al.  A wavelet-based multisensor data fusion algorithm , 2004, IEEE Transactions on Instrumentation and Measurement.

[10]  L. Lynnworth,et al.  Ultrasonic flowmeters: half-century progress report, 1955-2005. , 2006, Ultrasonics.

[11]  V. Hans,et al.  Signal processing of ultrasound modulated by gas flow , 2001, IMTC 2001. Proceedings of the 18th IEEE Instrumentation and Measurement Technology Conference. Rediscovering Measurement in the Age of Informatics (Cat. No.01CH 37188).

[12]  Alexandre Voser,et al.  Analyse und Fehleroptimierung der mehrpfadigen akustischen Durchflussmessung in Wasserkraftanlagen , 1999 .

[13]  J. Woodhouse,et al.  Studies of the Accuracy of Clamp-on Transit Time Ultrasonic Flowmeters , 2008, 2008 IEEE Instrumentation and Measurement Technology Conference.

[14]  Peter L. Søndergaard,et al.  Arrival-Time Detection and Ultrasonic Flow-Meter Applications , 2006 .