化工学报 ›› 2020, Vol. 71 ›› Issue (11): 5188-5199.DOI: 10.11949/0438-1157.20200190
收稿日期:
2020-02-26
修回日期:
2020-05-30
出版日期:
2020-11-05
发布日期:
2020-11-05
通讯作者:
王沫然
作者简介:
杨光(1996—),男,博士研究生,基金资助:
Received:
2020-02-26
Revised:
2020-05-30
Online:
2020-11-05
Published:
2020-11-05
Contact:
Moran WANG
摘要:
使用生物可降解塑料是解决白色污染的有效手段,然而在生物反应器中生产可降解塑料过程中会面临气体传质能力不足和能耗过大等问题,导致生产成本居高不下。为解决这些问题,提出了一种共轴反转型机械搅拌式生物反应器,并通过数值模拟对新型反应器内两相流场进行了仿真及定量分析。通过模拟气泡羽流、鼓泡塔及搅拌器系统内流场,并与实验结果对比,在双流体模型中引入了曳力、升力及湍流扩散力以及基于Troshko-Hassan模型的两相湍流模型,验证了双流体模型在该问题中的有效性。对新设计的反应器内流场模拟结果表明,两相作用力模型对模拟准确性影响较大,而共轴反转能够在流场中形成更好的剪切效应,增强气体分散能力,从而提高整体气含率及相对功率准数。
中图分类号:
杨光,王沫然. 共轴反转型生物反应器内流场数值模拟与性能分析[J]. 化工学报, 2020, 71(11): 5188-5199.
Guang YANG,Moran WANG. Numerical simulation and performance analysis of flow field in coaxial contra-rotating bioreactor[J]. CIESC Journal, 2020, 71(11): 5188-5199.
Cμ | C1ε | C2ε | CVM | Cke | Ctd | σk | σε |
---|---|---|---|---|---|---|---|
0.09 | 1.44 | 1.92 | 0.5 | 0.75 | 0.5 | 1 | 1.3 |
表1 湍流模型参数数值
Table 1 Coefficient value of turbulent model
Cμ | C1ε | C2ε | CVM | Cke | Ctd | σk | σε |
---|---|---|---|---|---|---|---|
0.09 | 1.44 | 1.92 | 0.5 | 0.75 | 0.5 | 1 | 1.3 |
1 | 赵胜利, 黄宁生, 朱照宇. 塑料废弃物污染的综合治理研究进展[J]. 生态环境, 2008,(6): 2473-2481. |
Zhao S L, Huang N S, Zhu Z Y. Development of comprehensive treatment of the waste plastics pollution[J]. Ecology and Environmental Sciences, 2008, (6): 2473-2481. | |
2 | 何文清, 严昌荣, 赵彩霞, 等. 我国地膜应用污染现状及其防治途径研究[J]. 农业环境科学学报, 2009,(3): 533-538. |
He W Q, Yan C R, Zhao C X, et al. Study on the pollution by plastic mulch film and its countermeasures in China[J]. Journal of Agro-Environment Science, 2009, (3): 533-538. | |
3 | 李芳蓉, 童丹. 白色污染的危害及其绿色化治理对策[J]. 江苏教育学院学报(自然科学), 2013, 29(3): 39-44. |
Li F R, Tong D. On the harm of white pollution and its green countermeasures[J]. Journal of Jiangsu Institute of Education(Natural Sciences), 2013, 29(3): 39-44. | |
4 | 韩立钊, 王同林, 姚燕. “白色污染”的污染现状及防治对策研究[J]. 中国人口·资源与环境, 2010, 20(3): 402-404. |
Han L Z, Wang T L, Yao Y. "White pollution" and pollution treatment[J]. China Population, Resources and Environment, 2010, 20(3): 402-404. | |
5 | Bao Y, Hao Z, Gao Z, et al. Suspension of buoyant particles in a three phase stirred tank[J]. Chemical Engineering Science, 2005, 60(8/9): 2283-2292. |
6 | Min J, Bao Y, Chen L, et al. Numerical simulation of gas dispersion in an aerated stirred reactor with multiple impellers[J]. Industrial & Engineering Chemistry Research, 2008, 47(18): 7112-7117. |
7 | Zhang J, Gao Z, Cai Y, et al. Power consumption and mass transfer in a gas-liquid-solid stirred tank reactor with various triple-impeller combinations[J]. Chemical Engineering Science, 2017, 170: 464-475. |
8 | 谢明辉. 多层搅拌式生物反应器内溶液流变性质对流场特性影响的研究[D]. 上海: 华东理工大学, 2013. |
Xie M H. Study of the effect of the rheology properties on flow fields in stirred bioreactors with multiple impellers[D]. Shanghai: East China University of Science and Technology, 2013. | |
9 | 周珍. 气体分布器及搅拌桨组合对搅拌槽内气液流特性影响的实验研究[D]. 上海: 华东理工大学, 2014. |
Zhou Z. Characteristics of gas-liquid flows in stirred tank bioreator [D]. Shanghai: East China University of Science and Technology, 2014 | |
10 | 魏洪普, 周静, 马文婵. 浅谈通用发酵罐的搅拌和空气分布器的进展[J]. 石油和化工设备, 2009, 12(1):13-16. |
Wei H P, Zhou J, Ma W C. Progress of stirring and air distributor of general fermentation tank [J]. Petro & Chemical Equipment, 2009, 12(1):13-16. | |
11 | 陈苗娜. 基于计算流体力学和多目标遗传算法的气液搅拌反应器模拟与优化[D]. 杭州: 浙江大学, 2017. |
Chen M N. Simulation and optimization of the gas-liquid stirred reactor based on CFD and MOEA[D]. Hangzhou: Zhejiang University, 2017. | |
12 | Zou X, Xia J Y, Chu J, et al. Real-time fluid dynamics investigation and physiological response for erythromycin fermentation scale-up from 50 L to 132 m3 fermenter[J]. Bioprocess Biosyst. Eng., 2012, 35(5): 789-800. |
13 | Xia J Y, Wang Y H, Zhang S L, et al. Fluid dynamics investigation of variant impeller combinations by simulation and fermentation experiment[J]. Biochemical Engineering Journal, 2009, 43(3): 252-260. |
14 | Taghavi M, Zadghaffari R, Moghaddas J, et al. Experimental and CFD investigation of power consumption in a dual Rushton turbine stirred tank[J]. Chemical Engineering Research and Design, 2011, 89(3): 280-290. |
15 | 薛胜伟. 气升式环流反应器流动与传质的研究[D]. 南京: 南京工业大学, 2005. |
Xue S W. Study on flow and mass transfer in airlift loop reactors[D]. Nanjing: Nanjing Tech University,2005. | |
16 | 李强. 新型气升式环流反应器的数值模拟与优化[D]. 北京: 清华大学, 2012. |
Li Q. CFD simulation and optimization of novel airlift loop reactors[D]. Beijing: Tsinghua Universtiy, 2012. | |
17 | 田小峰, 张建成, 刘献玲, 等. CFD 在气升式环流反应器结构优化上的应用[J]. 现代化工, 2013,(7): 121-124. |
Tian X F, Zhang J C, Liu X L, et al. Application of CFD in of airlift loop reactor [J]. Modern Chemical Industry, 2013, (7): 121-124. | |
18 | 李光, 杨晓钢, 戴干策. 鼓泡塔反应器气液两相流 CFD 数值模拟[J]. 化工学报, 2008, 59(8): 1958-1965. |
Li G, Yang X G, Dai G C. CFD simulation of gas-liquid flow in bubble column[J]. Journal of Chemical Industry and Engineering(China), 2008, 59(8): 1958-1965. | |
19 | 严超宇, 卢春喜, 王德武, 等. 气-固环流反应器内瞬态流体力学特性的数值模拟[J]. 化工学报, 2010, 61(9): 2225-2234. |
Yan C Y, Lu C X, Wang D W, et al. Numerical simulation of transient hydrodynamics in gas-solid airlift loop reactor[J]. CIESC Journal, 2010, 61(9): 2225-2234. | |
20 | Garcia-Ochoa F, Gomez E. Bioreactor scale-up and oxygen transfer rate in microbial processes: an overview[J]. Biotechnol. Adv., 2009, 27(2): 153-176. |
21 | Morchain J, Gabelle J C, Cockx A. A coupled population balance model and CFD approach for the simulation of mixing issues in lab-scale and industrial bioreactors[J]. AIChE Journal, 2014, 60(1): 27-40. |
22 | Deen N. An experimental and computational study of fluid dynamics in gas-liquid chemical reactors[D]. Aalborg University, 2001. |
23 | Ishii M, Zuber N. Drag coefficient and relative velocity in bubbly, droplet or particulate flows[J]. AIChE Journal, 1979, 25(5): 843-855. |
24 | Sato Y, Sekoguchi K. Liquid velocity distribution in two-phase bubble flow[J]. International Journal of Multiphase Flow, 1975, 2(1): 79-95. |
25 | Liew S Y, Gimbun J. CFD simulation on the hydrodynamics in gas-liquid airlift reactor[J]. Chemical Product and Process Modeling, 2017, 12(4): 20170030. |
26 | Simonin C, Viollet P. Predictions of an oxygen droplet pulverization in a compressible subsonic coflowing hydrogen flow[J]. Numerical Methods for Multiphase Flows, 1990, 91(2): 65-82. |
27 | Lou W, Zhu M. Numerical simulation of gas and liquid two-phase flow in gas-stirred systems based on Euler–Euler approach[J]. Metallurgical and Materials Transactions B, 2013, 44(5): 1251-1263. |
28 | Kolev N I. Multiphase Flow Dynamics (2): Thermal and Mechanical Interactions[M]. 3rd ed. Heidelberg, Berlin: Springer, 2007. |
29 | Iranzo A, Barbero R, Domingo J, et al. Numerical investigation of the effect of impeller design parameters on the performance of a multiphase baffle-stirred reactor[J]. Chemical Engineering & Technology, 2011, 34(8): 1271-1280. |
30 | 洪厚胜, 张志强, 蔡子金, 等. CFD 在自吸反应器气液流动和传质特性研究中的应用[J]. 化工学报, 2014, 65(12): 4684-4691. |
Hong H S, Zhang Z Q, Cai Z J, et al. Gas-liquid flow and mass transfer characteristics of gas-inducing reactor with CFD simulation[J]. CIESC Journal, 2014, 65(12): 4684-4691. | |
31 | 张金强, 刘仁鑫, 杨卫平. 基于CFD的堆肥反应器通气搅拌结构优化设计[J]. 农机化研究, 2020, 42(5): 243-249. |
Zhang J Q, Liu R X, Yang W P. Optimization of ventilation structure of composting reactor based on CFD [J]. Journal of Agricultural Mechanization Research, 2020, 42(5): 243-249. | |
32 | Brennen C E, Brennen C E. Fundamentals of Multiphase Flow[M]. Cambridge University Press, 2005. |
33 | Inc Ansys. ANSYS FLUENT 18 Theory Guide[M]. Ansys Inc., 2018. |
34 | Chen L M, Bai Z S. CFD simulation of the hydrodynamics in an industrial scale cyclohexane oxidation airlift loop reactor[J]. Chemical Engineering Research & Design, 2017, 119: 33-46. |
35 | Zhang D, Deen N G, Kuipers J A M. Numerical simulation of the dynamic flow behavior in a bubble column: a study of closures for turbulence and interface forces[J]. Chemical Engineering Science, 2006, 61(23): 7593-7608. |
36 | Li L M, Liu Z Q, Li B K, et al. Water model and CFD-PBM coupled model of gas-liquid-slag three-phase flow in ladle metallurgy[J]. ISIJ International, 2015, 55(7): 1337-1346. |
37 | Burns A D, Frank T, Hamill I, et al. The Favre averaged drag model for turbulent dispersion in Eulerian multi-phase flows[C]//5th International Conference on Multiphase Flow. ICMF, 2004: 1-17. |
38 | Troshko A, Hassan Y. A two-equation turbulence model of turbulent bubbly flows[J]. International Journal of Multiphase Flow, 2001, 27(11): 1965-2000. |
39 | Castillejos A, Brimacombe J. Measurement of physical characteristics of bubbles in gas-liquid plumes (Part II): Local properties of turbulent air-water plumes in vertically injected jets[J]. Metallurgical Transactions B, 1987, 18(4): 659-671. |
40 | Roy S, Dhotre M T, Joshi J B. CFD simulation of flow and axial dispersion in external loop airlift reactor[J]. Chemical Engineering Research & Design, 2006, 84(A8): 677-690. |
41 | 罗迪, 刘兰芬, 王能家. 湍浮力射流与羽流[M]. 北京: 海洋出版社, 1991. |
Rodi, Liu L F, Wang N J. Turbulent Buoyant Jet and Plume[M]. Beijing: Ocean Press, 1991. | |
42 | Iguchi M, Ueda H, Uemura T. Bubble and liquid flow characteristics in a vertical bubbling jet[J]. International Journal of Multiphase Flow, 1995, 21(5): 861-873. |
43 | Middleton J C, Smith J M. Gas–liquid mixing in turbulent systems[M]//Paul E L, Atiemo-Obeng V A, Kresta S M. Handbook of Industrial Mixing. John Wiley & Sons, Inc., 2003: 585-638. |
44 | Alves S S, Maia C I, Vasconcelos J M T, et al. Bubble size in aerated stirred tanks[J]. Chemical Engineering Journal, 2002, 89(1/2/3): 109-117. |
45 | Contra-rotating propellers[EB/OL]. . |
46 | Hudcova V, Machon V, Nienow A. Gas-liquid dispersion with dual Rushton impellers[J]. Biotechnology and Bioengineering, 1989, 34(5): 617-628. |
47 | Agitated vessel mass transfer[EB/OL]. . |
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