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Experimental study on the scale-up of a multi-ring inclined nozzle spout-fluid bed by electrical capacitance tomography

  • Zhao Chen , Lin Jiang , Xu Yang , Zebing Liu , Rongzheng Liu , Bing Liu , Youlin Shao and Malin Liu EMAIL logo
Published/Copyright: March 14, 2022

Abstract

Scale-up studies of fluidized beds are important for numerous fields. Fluidization in a multi-ring inclined nozzle spout-fluid bed (MRIN spout-fluid bed) is one of the most critical factors that affect the coating efficiency and uniformity of tri-structural isotropic (TRISO) nuclear particles in the fluidized bed chemical vapor deposition (FB-CVD) process. In this work, the flow pattern similarity principle was proposed to scale up a specially designed spout-fluid bed, which was aimed at maintaining the gas-solid contact efficiency, and was validated by electrical capacitance tomography (ECT) measurements. First, the traditional ECT method was developed for the specially designed MRIN spout-fluid bed according to the filling method. Then, the reconstruction algorithms were updated using the alternating direction multiplier method (ADMM) by introducing optimization constraints. The fluidization laws were investigated for different superficial gas velocities and distributor structures. We found that the gas distributor structure affected the merge point of the jets, which played an essential role in fluidization pattern changes. The statistically-based coefficient of variation (Cv) was proposed to distinguish the different flow patterns. Multi-ring spouting was then selected as a typical flow pattern for good fluidization and mixing, where the Cv ranged from 0.25 to 0.65. Then, the optimal design principles for the enlarged spout-fluid bed gas distributor were obtained. We determined that a smaller nozzle diameter (0.71d 0), larger nozzle spacing (1.12x 0), and slightly inclined angle (1.50θ 0) could improve fluidization, and that nozzle spacing was the most important factor. This study may be beneficial for the industrial design of the FB-CVD process and for the fabrication of high-density nuclear fuel particles. Additionally, it could be presented to a more general audience for scaling-up fluidized beds with a complex distributor, which would be beneficial for the fluidization research community.


Corresponding author: Malin Liu, Institute of Nuclear and New Energy Technology, Tsinghua University, Beijing, PRC, E-mail:

Funding source: National S&T Major Project http://dx.doi.org/10.13039/501100018537

Award Identifier / Grant number: ZX06901

Funding source: National Natural Science Foundation of China http://dx.doi.org/10.13039/501100001809

Award Identifier / Grant number: 91634113

Award Identifier / Grant number: 21306097

Acknowledgments

We thank LetPub (www.letpub.com) for its linguistic assistance during the preparation of this manuscript.

  1. Author contributions: All the authors have accepted responsibility for the entire content of this submitted manuscript and approved submission.

  2. Research funding: This study was financially supported by National S&T Major Project (Grant No. ZX06901) and National Natural Science Foundation of China (Nos. 91634113, 21306097).

  3. Conflict of interest statement: The authors declare no conflicts of interest regarding this article.

References

Abdel, S. T., G. Micklow, and K. Williamson. 2006. “Numerical Study of Two-Dimensional Turbulent Jets.” In ASME Joint U.S. European Fluids Engineering Summer Meeting, 249–55. Miami, Florida, USA: Fluids Engineering Division.10.1115/FEDSM2006-98170Search in Google Scholar

Beck, Amir, and Marc Teboulle. 2009. “A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems.” SIAM Journal on Imaging Sciences 2 (1): 183–202.10.1137/080716542Search in Google Scholar

Cai, J. F., J. Candès Emmanuel, and Z. W. Shen. 2010. “A Singular Value Thresholding Algorithm for Matrix Completion.” SIAM Journal on Optimization 20 (4): 1956–82.10.1137/080738970Search in Google Scholar

Che, H. Q., D. Liu, W. B. Tian, S. Gao, J. T. Sun, and L. J. Xu. 2020. “CFD-DEM Study of Gas-Solid Flow Regimes in a Wurster Type Fluidized Bed with Experimental Validation by Electrical Capacitance Tomography.” Chemical Engineering Journal 389: 124280.10.1016/j.cej.2020.124280Search in Google Scholar

Che, H. Q., M. Wu, J. M. Ye, W. Q. Yang, and H. G. Wang. 2018. “Monitoring a Lab-Scale Wurster Type Fluidized Bed Process by Electrical Capacitance Tomography.” Flow Measurement and Instrumentation 62: 223–34, https://doi.org/10.1016/j.flowmeasinst.2017.09.005.Search in Google Scholar

Chen, Z., S. Rapagná, R. Di Felice, L. G. Gibilaro, and P. U. Foscolo. 1995. “Particle-Particle and Particle-Wall Frictional Effects in Fluidized Beds.” In Fluidization VIII, edited by J.-F. Large, and C. Laguérie, 49–57. Tours: Engineering Foundation, NewYork.Search in Google Scholar

Chen, Z., M. Chen, J. J. Wang, J. X. Chang, and M. L. Liu. 2020. “Sensitive Field Characteristics and Reconstruction Algorithm Improvement of ECT Measurement with Filling Method in Irregular Structure.” CIESC Journal 71 (8): 3469–79.Search in Google Scholar

Chen, Z., M. Chen, J. J. Wang, R. Z. Liu, Y. L. Shao, B. Liu, Y. P. Tang, M. L. Liu, and W. Q. Yang. 2021a. “Imaging Irregular Structures Using Electrical Capacitance Tomography.” Measurement Science and Technology 32 (7): 075006, https://doi.org/10.1088/1361-6501/abdfa0.Search in Google Scholar

Chen, M., Z. Chen, M. Gong, Y. P. Tang, and M. L. Liu. 2021b. “CFD-DEM-VDGM Method for Simulation of Particle Fluidization Behavior in Multi-Ring Inclined-Hole Spouted Fluidized Bed.” Particuology 57: 112–26, https://doi.org/10.1016/j.partic.2021.01.004.Search in Google Scholar

Cheng, J. X., H. T. Yang, C. L. Fan, R. X. Li, X. H. Yu, and H. T. Li. 2020. “Review on the Applications and Development of Fluidized Bed Electrodes.” Journal of Solid State Electrochemistry 24 (10): 2199–217, https://doi.org/10.1007/s10008-020-04786-w.Search in Google Scholar

Du, B., W. Warsito, and L. S. Fan. 2004. “ECT Studies of the Choking Phenomenon in a Gas-Solid Circulating Fluidized Bed.” AIChE Journal 50 (7): 1386–406, https://doi.org/10.1002/aic.10168.Search in Google Scholar

Du, B., W. Warsito, and L. S. Fan. 2005. “ECT Studies of Gas-Solid Fluidized Beds of Different Diameters.” Industrial & Engineering Chemistry Research 44 (14): 5020–30, https://doi.org/10.1021/ie049025n.Search in Google Scholar

Du, W., J. Xu, and Y. Ji. 2009. “Scale-Up Relationships of Spouted Beds by Solid Stress Analyses.” Powder Technology 192 (3): 273–8, https://doi.org/10.1016/j.powtec.2009.01.006.Search in Google Scholar

Durve, A., A. W. Patwardhan, I. Banarjee, G. Padmakumar, and G. Vaidyanathan. 2012. “Numerical Investigation of Mixing in Parallel Jets.” Nuclear Engineering and Design 242: 78–90, https://doi.org/10.1016/j.nucengdes.2011.10.051.Search in Google Scholar

Elangovan, S., A. Solaiappan, and E. Rathakrishnan. 1997. “Studies on Twin Non-Parallel Unventilated High-Speed Jets.” Proceedings of the Institution of Mechanical Engineers Part G-Journal of Aerospace Engineering 211 (G5): 337–53. https://doi.org/10.1243/095441097153271.Search in Google Scholar

Gibilaro, L. G. 2001. Fluidization Dynamics. Oxford: Butterworth-Heinemann.10.1016/B978-075065003-8/50013-6Search in Google Scholar

Glicksman, L. R. 1988. “Scaling Relationships for Fluidized Beds.” Chemical Engineering Science 43 (6): 1419–21, https://doi.org/10.1016/0009-2509(88)85118-2.Search in Google Scholar

Glicksman, L. R., M. Hyre, and K. Woloshun. 1993. “Simplified Scaling Relationships for Fluidized Beds.” Powder Technology 77 (2): 177–99, https://doi.org/10.1016/0032-5910(93)80055-F.Search in Google Scholar

He, Y. L., C. J. Lim, and J. R. Grace. 1997. “Scale-Up Studies of Spouted Beds.” Chemical Engineering Science 52 (2): 329–39, https://doi.org/10.1016/S0009-2509(96)00378-8.Search in Google Scholar

Knowlton, T. M., S. B. R. Karri, and A. Issangya. 2005. “Scale-Up of Fluidized-Bed Hydrodynamics.” Powder Technology 150 (2): 72–7, https://doi.org/10.1016/j.powtec.2004.11.036.Search in Google Scholar

Li, H. B., B. Zheng, Z. Y. Pan, B. N. Zong, and M. H. Qiao. 2018. “Advances in the Slurry Reactor Technology of the Anthraquinone Process for H2O2 Production.” Frontiers of Chemical Science and Engineering 12 (1): 124–31, https://doi.org/10.1007/s11705-017-1676-5.Search in Google Scholar

Lin, Y. F., and M. J. Sheu. 1991. “Interaction of Parallel Turbulent Plane Jets.” AIAA Journal 29 (9): 1372–3, https://doi.org/10.2514/3.10749.Search in Google Scholar

Liu, M. L. 2019. “Research Activities on FB-CVD Technology Application in Advanced Nuclear Fuel Fabrication.” Chemical Industry and Engineering Progress 38 (4): 1646–53.Search in Google Scholar

Liu, M. L., R. Z. Liu, B. Liu, and Y. L. Shao. 2015. “Preparation of the Coated Nuclear Fuel Particle Using the Fluidized Bed-Chemical Vapor Deposition (FB-CVD) Method.” Procedia Engineering 102: 1890–5, https://doi.org/10.1016/j.proeng.2015.01.328.Search in Google Scholar

Liu, M. L., Z. Chen, M. Chen, Y. L. Shao, B. Liu, and Y. P. Tang. 2020. “Scale-up Strategy Study of Coating Furnace for TRISO Particle Fabrication Based on Numerical Simulations.” Nuclear Engineering and Design 357: 110413, https://doi.org/10.1016/j.nucengdes.2019.110413.Search in Google Scholar

Liu, R. H., L. Li, W. P. Yin, D. B. Xu, and H. C. Zang. 2017. “Near-infrared Spectroscopy Monitoring and Control of the Fluidized Bed Granulation and Coating Processes-A Review.” International Journal of Pharmaceutics 530 (1–2): 308–15, https://doi.org/10.1016/j.ijpharm.2017.07.051.Search in Google Scholar PubMed

Lu, P., D. Han, R. X. Jiang, X. P. Chen, C. S. Zhao, and G. C. Zhang. 2013. “Experimental Study on Flow Patterns of High-Pressure Gas-Solid Flow and Hilbert-Huang Transform Based Analysis.” Experimental Thermal and Fluid Science 51: 174–82.10.1016/j.expthermflusci.2013.07.012Search in Google Scholar

Luo, Q., Y. F. Zhao, M. Ye, and Z. M. Liu. 2014. “Application of Electrical Capacitance Tomography for Gas-Solid Fluidized Bed Measurement.” CIESC Journal 65 (7): 2504–12.Search in Google Scholar

Luo, Z., Y. L. Lin, Q. Y. Tu, W. Q. Yang, and H. G. Wang. 2020. “Investigation of Gas-Solids Flow Hydrodynamics in a Cold Model of a Dual Fluidized Bed Gasifier Using Electrical Capacitance Tomography Sensors.” Particuology 51: 193–204, https://doi.org/10.1016/j.partic.2019.11.003.Search in Google Scholar

Ouyang, Y. Y., Y. M. Chen, G. H. Lan, and E. PasiliaoJr. 2015. “An Accelerated Linearized Alternating Direction Method of Multipliers.” SIAM Journal on Imaging Sciences 8 (1): 644–81.10.21236/ADA595588Search in Google Scholar

Rudisuli, M., T. J. Schildhauer, S. M. A. Biollaz, and J. R. van Ommen. 2012. “Scale-Up of Bubbling Fluidized Bed Reactors - A Review.” Powder Technology 217: 21–38, https://doi.org/10.1016/j.powtec.2011.10.004.Search in Google Scholar

Stewart, W. R., E. Velez-Lopez, R. Wiser, and K. Shirvan. 2021. “Economic Solution for Low Carbon Process Heat: A Horizontal, Compact High Temperature Gas Reactor.” Applied Energy 304: 117650, https://doi.org/10.1016/j.apenergy.2021.117650.Search in Google Scholar

TomGoldstein, and Osher Stanley. 2009. “The Split Bregman Method for L1-Regularized Problems.” SIAM Journal on Imaging Sciences 2 (2): 323–43.10.1137/080725891Search in Google Scholar

Tong, G. W., S. Liu, and S. Liu. 2018. “Computationally Efficient Image Reconstruction Algorithm for Electrical Capacitance Tomography.” Transactions of the Institute of Measurement and Control 44 (3): 631–46, https://doi.org/10.1177/0142331218763013.Search in Google Scholar

Tregambi, C., M. Troiano, F. Montagnaro, R. Solimene, and P. Salatino. 2021. “Fluidized Beds for Concentrated Solar Thermal Technologies-A Review.” Frontiers in Energy Research 9: 618421, https://doi.org/10.3389/fenrg.2021.618421.Search in Google Scholar

Tu, Q. Y., and H. G. Wang. 2020. “Investigation of the Riser Cross-Sectional Aspect Ratio Effect on the Flow Dynamics in Circulating Fluidized Beds by Electrical Capacitance Tomography.” Transactions of the Institute of Measurement and Control 42 (4): 655–65, https://doi.org/10.1177/0142331219851913.Search in Google Scholar

Van Buijtenen, M. S., W. J. Van Dijk, N. G. Deen, J. A. M. Kuipers, T. Leadbeater, and D. J. Parker. 2011. “Numerical and Experimental Study on Multiple-Spout Fluidized Beds.” Chemical Engineering Science 66 (11): 2368–76, https://doi.org/10.1016/j.ces.2011.02.055.Search in Google Scholar

Wang, H. G., and W. Q. Yang. 2010. “Measurement of Fluidized Bed Dryer by Different Frequency and Different Normalization Methods with Electrical Capacitance Tomography.” Powder Technology 199 (1): 60–9, https://doi.org/10.1016/j.powtec.2009.04.019.Search in Google Scholar

Wang, H. G., and W. Q. Yang. 2011. “Scale-Up of an Electrical Capacitance Tomography Sensor for Imaging Pharmaceutical Fluidized Beds and Validation by Computational Fluid Dynamics.” Measurement Science and Technology 22 (10): 104015, https://doi.org/10.1088/0957-0233/22/10/104015.Search in Google Scholar

Wang, J. Y., Y. Y. Shao, X. L. Yan, and J. Zhu. 2020. “Review of Gas-Liquid-Solid Circulating Fluidized Beds as Biochemical and Environmental Reactors.” Chemical Engineering Journal 386: 121951, https://doi.org/10.1016/j.cej.2019.121951.Search in Google Scholar

Warsito, W., and L. S. Fan. 2003. “3D-ECT Velocimetry for Flow Structure Quantification of Gas-Liquid-Solid Fluidized Beds.” Canadian Journal of Chemical Engineering 81 (3–4): 875–84, https://doi.org/10.1002/cjce.5450810372.Search in Google Scholar

Yang, W. Q. 2010. “Design of Electrical Capacitance Tomography Sensors.” Measurement Science and Technology 21 (4): 042001.10.1088/0957-0233/21/4/042001Search in Google Scholar

Ye, J. M., Y. Li, H. G. Wang, R. H. Ge, and W. Q. Yang. 2013. “Concentric-Annulus Electrical Capacitance Tomography Sensors.” Measurement Science and Technology 24 (9): 095403, https://doi.org/10.1088/0957-0233/24/9/095403.Search in Google Scholar

Ye, J. M., H. G. Wang, and W. Q. Yang. 2015. “Image Reconstruction for Electrical Capacitance Tomography Based on Sparse Representation.” IEEE Transactions on Instrumentation and Measurement 64 (1): 89–102, https://doi.org/10.1109/TIM.2014.2329738.Search in Google Scholar

Zeng, T., S. B. Liu, and W. Yang. 2012. “Advances Research on Identification Method of Fluidized Bed Flow Pattern.” Advanced Materials Research 581–582: 37–40.10.4028/www.scientific.net/AMR.581-582.37Search in Google Scholar

Zhang, J. W., and G. W. Xu. 2015. “Scale-up of Bubbling Fluidized Beds with Continuous Particle Flow Based on Particle-Residence-Time Distribution.” Particuology 19: 155–63.10.1016/j.partic.2014.04.019Search in Google Scholar

Zhang, K., P. Pei, S. Brandani, H. G. Chen, and Y. P. Yang. 2012. “CFD Simulation of Flow Pattern and Jet Penetration Depth in Gas-Fluidized Beds with Single and Double Jets.” Chemical Engineering Science 68: 108–19, https://doi.org/10.1016/j.ces.2011.09.018.Search in Google Scholar

Zhou, Y. L., and Z. R. Fan. 2009. “Identification Method of Fluidized Beds Gas-Solid Two Phase Flow Regime Based on Images Processing and Genetic Neural Network.” In 6th International Symposium on Multiphase Flow, Heat Mass Transfer and Energy Conversion. Xi An, China: ISMF.10.1063/1.3366415Search in Google Scholar

Received: 2022-01-13
Accepted: 2022-02-27
Published Online: 2022-03-14

© 2022 Walter de Gruyter GmbH, Berlin/Boston

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