Utilizing a Four-Concave Capacitance Sensor and ANN to Forecast Void Fraction in Two-Phase Stratified Flow Independent of Liquid Type
Bibliographic record
Abstract
No abstract is available for this record. The assistant can identify its topic from the title, but cannot infer the study’s results.
Source: Not provided · Quality: missing
Research context
OpenAlex topics: Flow Measurement and Analysis · Fluid Dynamics and Mixing · Electrical and Bioimpedance Tomography
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (25)
Show source-provided references
1. Ahmed, H.: Capacitance sensors for void-fraction measurements and flow-pattern identification in air–oil two-phase flow. IEEE Sens. J. 6, 1153–1163 (2006)10.1109/JSEN.2006.881390 ↗
2. Steven, R.N.: Wet gas metering with a horizontally mounted Venturi meter. Flow. Meas. Instrum. 12, 361–372 (2002)10.1016/S0955-5986(02)00003-1 ↗
3. Demori, M., Ferrari, V., Strazza, D., Poesio, P.: A capacitive sensor system for the analysis of two-phase flows of oil and conductive water. Sens. Actuators Phys. 163, 172–179 (2010)10.1016/j.sna.2010.08.018 ↗
4. Al-Fayoumi, M., Almimi, H., Veisi, A., Al-Aqrabi, H., Daoud, M.S., Eftekhari-Zadeh, E.: Utilizing Artificial neural networks and combined capacitance-based sensors to Predict Void Fraction in two-phase annular fluids regardless of Liquid Phase type. IEEE Access. Dec 5. (2023)10.1109/ACCESS.2023.3340127 ↗
5. An, Z., Ningde, J., Lusheng, Z., Zhongke, G.: Liquid holdup measurement in horizontal oil–water two-phase flow by using concave capacitance sensor. Measurement. 49, 153–163 (2014)10.1016/j.measurement.2013.11.036 ↗
6. Ortiz, J., Masek, V.: Cyclonic capacitive sensor for multiphase composition measurement. Sens. Transducers. 191, 1 (2015)
7. Zhai, L.S., Jin, N.D., Gao, Z.K., Zhao, A., Zhu, L.: Cross-correlation velocity measurement of horizontal oil–water two-phase flow by using parallel–wire capacitance probe. Exp. Therm. Fluid Sci. 53, 277–289 (2014)10.1016/j.expthermflusci.2013.12.021 ↗
8. Zhai, L., Jin, N., Gao, Z., Wang, Z.: Liquid holdup measurement with double helix capacitance sensor in horizontal oil–water two-phase flow pipes. Chin. J. Chem. Eng. 23, 268–275 (2015)10.1016/j.cjche.2014.10.010 ↗
9. Iliyasu, A.M., Shahsavari, M.H., Benselama, A.S., Nazemi, E., Salama, A.S.: An optimised and novel capacitance-based sensor design for measuring void fraction in gas–oil two-phase flow systems. Nondestructive Test. Evaluation 2024 Jan 10:1–710.1080/10589759.2023.2301492 ↗
10. Yang, H.C., Kim, D.K., Kim, M.H.: Void fraction measurement using impedance method. Flow. Meas. Instrum. 14, 151–160 (2003)10.1016/S0955-5986(03)00020-7 ↗
11. Abouelwafa, M.S., Kendall, E.J.: The use of capacitance sensors for phase percentage determination in multiphase pipelines. IEEE Trans. Instrum. Meas. 29, 24–27 (1980)10.1109/TIM.1980.4314856 ↗
12. Elkow, K.J., Rezkallah, K.S.: Void fraction measurements in gas-liquid flows using capacitance sensors. Meas. Sci. Technol. 7, 1153 (1996)10.1088/0957-0233/7/8/011 ↗
13. Dos Reis, E., da Silva Cunha, D.: Experimental study on different configurations of capacitive sensors for measuring the volumetric concentration in two-phase flows. Flow. Meas. Instrum. 37, 127–134 (2014)10.1016/j.flowmeasinst.2014.04.001 ↗
14. Shahsavari, M.H., Veisi, A., Roshani, G.H., Eftekhari-Zadeh, E., Nazemi, E.: An experimental and Simulation Study for comparison of the sensitivity of different non-destructive capacitive sensors in a stratified two-phase Flow Regime. Electronics. 12, 1284 (2023)10.3390/electronics12061284 ↗
15. Tollefsen, J., Hammer, E.A.: Capacitance sensor design for reducing errors in phase concentration measurements. Flow. Meas. Instrum. 9, 25–32 (1998)10.1016/S0955-5986(98)00006-5 ↗
16. Salehi, S.M., Karimi, H., Moosavi, R., Dastranj, A.A.: Different configurations of capacitance sensor for gas/oil two phase flow measurement: An experimental and numerical study. Exp. Therm. Fluid Sci. 82, 349–358 (2017)10.1016/j.expthermflusci.2016.11.027 ↗
17. Ye, J., Peng, L., Wang, W., Zhou, W.: Optimization of helical capacitance sensor for void fraction measurement of gas-liquidtwo-phase flow in a small diameter tube. IEEE Sens. J. 11, 2189–2196 (2011)10.1109/JSEN.2011.2116115 ↗
18. Syah, R.B.Y., Veisi, A., Hasibuan, Z.A., Al-Fayoumi, M.A., Daoud, M.S., Eftekhari-Zadeh, E.: A Novel Smart Optimized Capacitance-Based Sensor for Annular Two-Phase Flow Metering With High Sensitivity, in IEEE Access, vol. 11, pp. 60709–60716, (2023). https://doi.org/10.1109/ACCESS.2023.328175410.1109/ACCESS.2023.3281754 ↗
19. Jaworek, A., Krupa, A.: Gas/liquid ratio measurements by rf resonance capacitance sensor. Sens. Actuators A: Phys. 113, 133–139 (2004)10.1016/j.sna.2004.02.006 ↗
20. Pal, A., Vasuki, B.: Void fraction measurement using concave capacitor based sensor–Analytical and experimental evaluation. Measurement. 124, 81–90 (2018)10.1016/j.measurement.2018.04.010 ↗
21. Gamio, J.C., Castro, J., Rivera, L., Alamilla, J., Garcia-Nocetti, F., Aguilar, L.: Visualisation of gas–oil two-phase flows in pressurised pipes using electrical capacitance tomography. Flow. Meas. Instrum. 16, 129–134 (2005)10.1016/j.flowmeasinst.2005.02.011 ↗
22. Iliyasu, A.M., Fouladinia, F., Salama, A.S., Roshani, G.H., Hirota, K.: Intelligent Measurement of void fractions in Homogeneous Regime of two phase flows Independent of the Liquid Phase Density Changes. Fractal Fract. 7, 179 (2023)10.3390/fractalfract7020179 ↗
23. Mayet, A.M., Ilyinichna, G.E., Fouladinia, F., Daoud, M.S., Ijyas, V.T., Shukla, N.K., Habeeb, M.S., Alhashim, H.H.: An artificial neural network and a combined capacitive sensor for measuring the void fraction independent of temperature and pressure changes for a two-phase homogeneous fluid. Flow Meas. Instrum. 93, 102406 (2023)10.1016/j.flowmeasinst.2023.102406 ↗
24. Veisi, A., Shahsavari, M.H., Roshani, G.H., Eftekhari-Zadeh, E., Nazemi, E.: Experimental study of Void Fraction Measurement using a capacitance-based Sensor and ANN in two-phase annular regimes for different fluids. Axioms. 12, 66 (2023)10.3390/axioms12010066 ↗
25. Gallant, A.R., White, H.: On learning the derivatives of an unknown mapping with multilayer feedforward networks. Neural Netw. 5, 129–138 (1992)10.1016/S0893-6080(05)80011-5 ↗