Title :
A Dual Mode Ultrasound and Electrical Capacitance Process Tomography Sensor
Author :
Steiner, Gerald ; Wegleiter, Hannes ; Watzenig, Daniel
Author_Institution :
Inst. of Electr. Meas. & Meas. Signal Process., Graz Univ. of Technol.
fDate :
Oct. 30 2005-Nov. 3 2005
Abstract :
The tomographic imaging of process parameters in industrial applications can be based on different sensing modalities, e.g. ultrasonic waves and electrical capacitance, all of which are sensitive to specific properties of the materials to be imaged. They have shown to be useful tools for process monitoring in different industries. However, the achievable image quality and resolution are generally limited in practice due to the ill-posedness of the inverse problem and limited available data. To further improve the results, the fusion of ultrasound transmission tomography (UTT) and electrical capacitance tomography (ECT) for monitoring two-phase flows is proposed in this paper. The two methods offer complementary properties, making them well suited for data fusion. The ultrasound image is used as a priori information for the finite element method-based capacitance reconstruction algorithm. A tentative dual-mode sensor and static measurements of gas-solid two-phase material distributions are presented. The results indicate that a significant improvement in image quality can be achieved with the proposed sequential tomography sensor fusion
Keywords :
acoustic tomography; capacitive sensors; computerised tomography; electric impedance imaging; image reconstruction; image resolution; sensor fusion; ultrasonic transducers; capacitance reconstruction algorithm; data fusion; dual-mode ultrasound sensor; electrical capacitance process tomography sensor; electrical capacitance tomography; gas-solid two-phase material distributions; image quality; image resolution; process monitoring; sequential tomography sensor fusion; tomographic imaging; two-phase flows; ultrasonic waves; ultrasound image; ultrasound transmission tomography; Capacitive sensors; Electrical capacitance tomography; Finite element methods; Image quality; Image resolution; Inverse problems; Monitoring; Reconstruction algorithms; Ultrasonic imaging; Ultrasonic variables measurement;
Conference_Titel :
Sensors, 2005 IEEE
Conference_Location :
Irvine, CA
Print_ISBN :
0-7803-9056-3
DOI :
10.1109/ICSENS.2005.1597794