Title :
Parameter measurement system of Taylor flow in small channels based on photodiode array sensors
Author :
Huajun Li ; Haifeng Ji ; Chong Fu ; Baoliang Wang ; Zhiyao Huang ; Haiqing Li
Author_Institution :
Dept. of Control Sci. & Eng., Zhejiang Univ., Hangzhou, China
Abstract :
Based on photodiode array sensors, a new parameter measurement system of gas-liquid Taylor flow in small channels is developed with cross-correlation technique and support vector regression technique. In this system, the laser signals are obtained by two photodiode array sensors. Combined with the cross-correlation technique, the velocity of bubble is determined by the signals of the two sensors. Further, a void fraction model is developed by support vector regression technique with the signals obtained by one sensor, and then the void fraction measurement is implemented. Experiments are carried out in small channel with the inner diameter of 4.04mm. The experimental results show that the developed measurement system of Taylor flow in small channels is successful and effective. The maximum relative difference of the velocity measurement is less than 5% and the maximum relative difference of the void fraction measurement is less than 10%.
Keywords :
bubbles; channel flow; flow instability; flow measurement; photodetectors; photodiodes; regression analysis; support vector machines; two-phase flow; velocity measurement; bubble velocity; cross-correlation technique; gas-liquid Taylor flow; laser signals; maximum relative difference; parameter measurement system; photodiode array sensors; sensor signals; size 4.04 mm; small channels; support vector regression technique; velocity measurement; void fraction measurement; Fluid flow measurement; Photodiodes; Sensor arrays; Support vector machines; Velocity measurement; Gas-liquid two phase flow; Taylor flow; photodiode array sensor; support vector regression; velocity; void fraction;
Conference_Titel :
Instrumentation and Measurement Technology Conference (I2MTC), 2015 IEEE International
Conference_Location :
Pisa
DOI :
10.1109/I2MTC.2015.7151390