CN107563051A - Micro-interface enhanced reactor bubble scale structure imitates regulation-control model modeling method - Google Patents
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Abstract
本发明涉及一种微界面强化反应器气泡尺度构效调控模型建模方法,以微界面强化反应器最大气泡直径dmax和最小气泡直径dmin为自变量,气泡Sauter平均直径d32为因变量构建了其数值关系;并基于Kolmogorov‑Hinze理论,构建了微界面强化反应器最大气泡直径dmax、最小气泡直径dmin与反应器参数间的关系。本发明的方法将反应器气泡尺度与反应器的结构参数、操作参数以及物性参数用具体的数值关系联系在了一起,对于反应器的设计具有指导意义,并且可适用于多种反应器,通用性好,利用本发明的建模方法构建的气泡尺度调控模型,可进一步通过调整反应器的结构参数和操作参数以获得反应过程能效物效的最大化目标,或者在给定反应目标和能耗物耗下,设计出高效的反应器结构。
The invention relates to a modeling method of a bubble scale structure-effect regulation model of a micro-interface strengthening reactor, which takes the maximum bubble diameter dmax and the minimum bubble diameter dmin of the microinterface strengthening reactor as independent variables, and the bubble Sauter average diameter d32 as a dependent variable The numerical relationship was constructed; and based on the Kolmogorov‑Hinze theory, the relationship between the maximum bubble diameter d max , the minimum bubble diameter d min and the reactor parameters of the micro-interface strengthening reactor was constructed. The method of the present invention links the bubble size of the reactor with the structural parameters, operating parameters and physical parameters of the reactor with specific numerical relationships, which has guiding significance for the design of the reactor, and is applicable to various reactors, and is universal Good performance, the bubble scale control model constructed by the modeling method of the present invention can further adjust the structural parameters and operating parameters of the reactor to obtain the maximum target of energy efficiency and material efficiency in the reaction process, or in a given reaction target and energy consumption Under the material consumption, an efficient reactor structure is designed.
Description
技术领域technical field
本发明属于化工制造、反应器、建模技术领域,具体涉及一种微界面强化反应器气泡尺度构效调控模型建模方法。The invention belongs to the technical fields of chemical manufacturing, reactors and modeling, and in particular relates to a modeling method for a bubble-scale structure-effect control model of a micro-interface strengthening reactor.
背景技术Background technique
氧化、加氢、氯化等多相反应在化工生产过程中广泛存在,其宏观反应速率一般受制于传质过程。气液反应的传质速率主要受液侧(或气侧)传质系数及气液相界面积a共同影响。已有研究表明,a对体积传质系数的影响程度更大,且容易调控。因此,增大a被视为提高受传质控制的气液反应体系反应效率的特别有效的途径。Heterogeneous reactions such as oxidation, hydrogenation, and chlorination widely exist in chemical production processes, and their macroscopic reaction rates are generally restricted by mass transfer processes. The mass transfer rate of the gas-liquid reaction is mainly affected by the liquid side (or gas side) mass transfer coefficient and the gas-liquid interfacial area a. Previous studies have shown that a has a greater influence on the volumetric mass transfer coefficient and is easy to control. Therefore, increasing a is considered to be a particularly effective way to improve the reaction efficiency of gas-liquid reaction systems controlled by mass transfer.
气泡Sauter平均直径d32是决定a大小的关键参数之一,它们主要受气泡间及气液两相间相互作用力影响。气泡聚并和分裂则分别是上述两种作用力的结果,并影响气泡直径的大小。因此,气泡聚并和破裂作为气泡的介观尺度行为,是决定a大小的深层次原因。关于气泡聚并和分裂行为的研究由来已久,普遍认为能量耗散率和d32是重要的影响因素。事实上,d32能够影响a及体积传质系数大小,是决定气液宏观反应速率的核心因素[1]。研究显示,当d32逐渐减小时,体积传质速率逐渐增大;特别是当d32小于1mm时,体积传质速率随d32的减小以类似于指数形式较快增大。因此,尽可能地减小d32能够强化气液传质并最终增大宏观反应速率。Bubble Sauter average diameter d 32 is one of the key parameters to determine the size of a, and they are mainly affected by the interaction force between bubbles and gas-liquid two phases. Bubble coalescence and splitting are the results of the above two forces, respectively, and affect the size of the bubble diameter. Therefore, bubble coalescence and collapse, as the mesoscopic behavior of bubbles, are the deep-seated reasons for determining the size of a. The research on the bubble coalescence and splitting behavior has a long history, and it is generally believed that the energy dissipation rate and d 32 are important influencing factors. In fact, d 32 can affect a and the volumetric mass transfer coefficient, and is the core factor determining the gas-liquid macroscopic reaction rate [1] . Studies have shown that when d 32 gradually decreases, the volumetric mass transfer rate increases gradually; especially when d 32 is less than 1mm, the volumetric mass transfer rate increases rapidly with the decrease of d 32 similar to an exponential form. Therefore, reducing d 32 as much as possible can enhance the gas-liquid mass transfer and ultimately increase the macroscopic reaction rate.
鼓泡反应器和搅拌-鼓泡反应器是工业上最传统和常用的气液反应器。如PX氧化制TA的塔式鼓泡反应器,气泡直径通常大于10mm,乃至几厘米级,其传质界面面积十分有限,因此必须将反应器做得很大,以提高宏观反应速率,同时必须通过增加鼓气量来促进液体湍流,使气含率提高,进而增大界面面积,但此举必然降低空气中氧的利用率,增大压缩机功率和尾气排放,导致能耗过渡和物料损失及环境污染。从湍流动力学角度看,传统上用得最广泛的搅拌-鼓泡式气液反应器内大多形成对气泡宏观运动有影响但对气泡破碎作用甚微的大涡,气泡不能有效破碎,故气泡直径偏大,传质面积受限,以致反应效率偏低。为强化气液传质,塔式鼓泡反应器一般增设气体分布板、静态混合器等内件以加强混合,而搅拌釜则需安装不同结构的搅拌桨或内筒等结构,以增加液层的含气量。尽管如此,这两种反应器内的气泡直径通常为5~20mm,所提供的单位体积中的相界面积均十分有限,一般小于100m2/m3,故反应效率不可能获得突破性提高。因此,工业上经常通过高温高压和加大气量来提高气含率和相界面积,但这对反应过程的能耗、物耗及反应选择性都有重大的负面影响。Bubble reactors and stirred-bubble reactors are the most traditional and commonly used gas-liquid reactors in industry. For example, in the tower-type bubbling reactor for PX oxidation to TA, the diameter of the bubbles is usually larger than 10 mm, or even a few centimeters, and its mass transfer interface area is very limited. Therefore, the reactor must be made very large to increase the macroscopic reaction rate. At the same time, it must Promote liquid turbulence by increasing air blowing volume, increase gas holdup, and then increase interface area, but this will inevitably reduce the utilization rate of oxygen in the air, increase compressor power and exhaust emissions, resulting in excessive energy consumption and material loss. environmental pollution. From the perspective of turbulence dynamics, the traditionally most widely used stirred-bubble gas-liquid reactors mostly form large eddies that affect the macroscopic movement of bubbles but have little effect on bubble breakup. The bubbles cannot be broken effectively, so the bubbles If the diameter is too large, the mass transfer area is limited, so that the reaction efficiency is low. In order to strengthen gas-liquid mass transfer, tower-type bubbling reactors are generally equipped with internal parts such as gas distribution plates and static mixers to enhance mixing, while stirred tanks need to be equipped with different structures such as stirring paddles or inner cylinders to increase the liquid layer. gas content. However, the diameter of the bubbles in these two reactors is usually 5-20mm, and the provided phase boundary area per unit volume is very limited, generally less than 100m 2 /m 3 , so it is impossible to achieve a breakthrough increase in reaction efficiency. Therefore, in industry, the gas holdup and phase boundary area are often increased through high temperature and high pressure and increased gas volume, but this has a significant negative impact on the energy consumption, material consumption and reaction selectivity of the reaction process.
由于研发气泡的微破碎技术十分重要,故最近10年来,英、美、德、日等国的大学与研究机构开始关注和研发超细气泡技术[2-11],但其研究成果具有下列共同缺陷:Due to the importance of research and development of micro-crushing technology of bubbles, universities and research institutions in Britain, the United States, Germany, Japan and other countries have begun to pay attention to and develop ultra-fine bubble technology in the past 10 years [2-11] , but their research results have the following common defect:
(1)采用机械破碎、流体撞击、超声等手段虽可得到一定量微米级尺度的气泡,但气液比(气体体积与液体体积之比)太低,一般低于1%,上限不超过5%。此外,产生微气泡的设备能耗和制造成本也太高。(1) Although a certain amount of micron-sized bubbles can be obtained by mechanical crushing, fluid impact, ultrasonic and other means, the gas-liquid ratio (the ratio of gas volume to liquid volume) is too low, generally lower than 1%, and the upper limit does not exceed 5 %. In addition, the energy consumption and manufacturing cost of the equipment for generating microbubbles are too high.
(2)国内外尚没有基于液相为连续相且高度湍流的微气泡体系特性,提出过系统化的微界面传质强化理论、微气泡测试与表征方法、微界面强化反应器构效调控理论及相关数学模型。(2) There are no micro-bubble system characteristics based on the continuous liquid phase and high turbulence at home and abroad. Systematic micro-interface mass transfer enhancement theory, micro-bubble testing and characterization methods, and micro-interface enhanced reactor structure-effect control theory have not been proposed. and related mathematical models.
基于上述原因,虽有零星的应用实验结果发表,但尚未有规模化的工业应用报道,尤其在化工制造领域的应用基本上还处于空白状态。Based on the above reasons, although sporadic application experiment results have been published, there is no large-scale industrial application report, especially in the field of chemical manufacturing, which is basically still in a blank state.
当今时代的化工生产,基于创新、绿色、环保总体考虑,其生存和发展依赖于对材料与过程技术大幅创新。提高反应与分离过程的原子经济性对降低能耗、物耗、增强竞争力至关重要。基于此,我们提出“微界面传质强化反应-精细分离集成系统”新技术,试图从最基本的超细气液颗粒特性研究出发,解决在高度湍流状态下超细颗粒体系中,微界面化学反应器内流体流动、传质、反应、能量转换等构效调控全过程所涉及的理论、技术与应用问题。Chemical production in today's era is based on the overall consideration of innovation, greenness, and environmental protection. Its survival and development depend on substantial innovations in materials and process technologies. Improving the atomic economy of the reaction and separation process is crucial to reducing energy consumption, material consumption, and enhancing competitiveness. Based on this, we proposed a new technology of "micro-interface mass transfer enhanced reaction-fine separation integrated system", trying to start from the most basic research on the characteristics of ultra-fine gas-liquid particles, to solve the problem of micro-interface chemistry in the ultra-fine particle system in a highly turbulent state. Theoretical, technical and application issues involved in the whole process of structure-effect regulation such as fluid flow, mass transfer, reaction and energy conversion in the reactor.
本发明涉及的超细气液颗粒指的是超细气泡(或超细液滴),是颗粒当量直径处在1μm≤d0<1mm的微米级气液颗粒。在反应体系中,超细气液颗粒形成了超细界面(或微界面),超细界面的形成大幅强化了传质与反应速率,尤其是受传质控制的反应体系。The ultrafine gas-liquid particles involved in the present invention refer to ultrafine bubbles (or ultrafine liquid droplets), which are micron-sized gas-liquid particles with a particle equivalent diameter of 1 μm≤d 0 <1 mm. In the reaction system, ultrafine gas-liquid particles form ultrafine interfaces (or microinterfaces), and the formation of ultrafine interfaces greatly enhances mass transfer and reaction rate, especially in reaction systems controlled by mass transfer.
需要强调,经典的气液混合理论一般基于毫米-厘米级气液颗粒特征,目前最为合理的方法是多尺度能量最小化原理(EMMS)[12]。当前大多研究工作均是针对传统气液反应器内的毫米级上气泡[13,14],很少涉及超细颗粒体系。针对超细颗粒体系的混合、传质与反应特性,必须建立新的计算模型、测试与表征方法,以及构效调控模型,为此必须研究新的设备结构、能量输入方式与转换模式,从而形成全新的适合于超细颗粒反应体系的计算软件与硬件平台,为我国的过程工业生产技术上一个新台阶提供技术与装备支持。It should be emphasized that the classical gas-liquid mixing theory is generally based on the characteristics of gas-liquid particles at the millimeter-centimeter scale, and the most reasonable method at present is the multiscale energy minimization principle (EMMS) [12] . Most of the current research work is aimed at the millimeter-scale upbubbles in traditional gas-liquid reactors [13,14] , and rarely involves ultrafine particle systems. For the mixing, mass transfer and reaction characteristics of ultrafine particle systems, new calculation models, testing and characterization methods, and structure-activity control models must be established. For this reason, new equipment structures, energy input methods, and conversion models must be studied to form The brand-new computing software and hardware platform suitable for ultrafine particle reaction system provides technical and equipment support for my country's process industry production technology to a new level.
现有技术中对于d32算法的研究一般有两种:There are generally two types of research on the d 32 algorithm in the prior art:
1.其中ni代表气泡个数,di代表气泡直径;此算法的缺点是需要知道体系中的所有气泡的直径大小和气泡个数,这个目前无法做到,并且此式也不包含反应器的结构参数、操作参数以及物性参数,对于反应器的设计没有指导意义,不是真正意义上的构效调控模型;1. Among them, n i represents the number of bubbles, and d i represents the diameter of the bubbles; the disadvantage of this algorithm is that it is necessary to know the diameter and number of all bubbles in the system, which cannot be done at present, and this formula does not include the structure of the reactor Parameters, operating parameters, and physical parameters have no guiding significance for the design of the reactor, and are not a real structure-activity control model;
2. d32=αdmax,此式子中比例系数α,是通过经验估算出来的,只能针对某些特定的体系,并且误差较大。2. d 32 =αd max , the proportional coefficient α in this formula is estimated by experience, and it can only be used for some specific systems, and the error is relatively large.
所谓构效调控数学模型,是指将超细气液颗粒反应体系之反应效率(能效和物效)与体系理化特性、微界面特性、传质特性和反应器结构用数学方法关联起来,从而实现可通过调整结构参数和操作参数以获得反应过程能效物效的最大化目标,或者在给定反应目标(任务)和能耗物耗下,设计出高效的反应器结构。而对于微界面强化反应器而言,此方面工作在国际上仍为空白。The so-called structure-effect regulation mathematical model refers to linking the reaction efficiency (energy efficiency and physical efficiency) of the ultra-fine gas-liquid particle reaction system with the physical and chemical characteristics of the system, micro-interface characteristics, mass transfer characteristics and reactor structure with mathematical methods, so as to realize The goal of maximizing the energy efficiency and material efficiency of the reaction process can be obtained by adjusting the structural parameters and operating parameters, or under the given reaction goals (tasks) and energy and material consumption, an efficient reactor structure can be designed. As for the micro-interface strengthening reactor, the work in this area is still blank in the world.
参考文献references
[1]Levenspiel O.Chemical Reaction Engineering[M].Wiley New York etc.,1972.[1]Levenspiel O.Chemical Reaction Engineering[M].Wiley New York etc.,1972.
[2]Xu JH,Li SW,Chen GG,LuoG..Formation of monodispersemicrobubbles ina microfluidic device[J].AIChE Journal,2006,52(6):2254-2259.[2]Xu JH, Li SW, Chen GG, LuoG..Formation of monodisperse microbubbles in microfluidic device[J].AIChE Journal,2006,52(6):2254-2259.
[3]Li P and Tsuge H.Ozone transfer in a new gas-induced contactorwith microbubbles[J].Journal of Chemical Engineering of Japan,2006,39(11):1213-1220.[3]Li P and Tsuge H.Ozone transfer in a new gas-induced contactorwith microbubbles[J].Journal of Chemical Engineering of Japan,2006,39(11):1213-1220.
[4]Muroyama K,Imai K,Oka Y,Hayashi J,Mass transfer properties in abubble column associated with micro-bubble dispersions[J].ChemicalEngineering Science,201,100:464-473.[4] Muroyama K, Imai K, Oka Y, Hayashi J, Mass transfer properties in abubble column associated with micro-bubble dispersions [J]. Chemical Engineering Science, 201, 100: 464-473.
[5]Maeda Y,Hosokawa S,Baba Y,Tomiyama Akio.Generation mechanism ofmicro-bubbles in a pressurized dissolution method[J].Experimental Thermal andFluid Science,2015,60:201-207.[5] Maeda Y, Hosokawa S, Baba Y, Tomiyama Akio. Generation mechanism of micro-bubbles in a pressurized dissolution method [J]. Experimental Thermal and Fluid Science, 2015, 60: 201-207.
[6]Hasegawa H,Nagasaka Y,Kataoka H.Electrical potential ofmicrobubble generated by shear flow in pipe with slits.Fluid DynamicsResearch,2008,40(7-8):554-564.[6] Hasegawa H, Nagasaka Y, Kataoka H. Electrical potential of microbubble generated by shear flow in pipe with slits. Fluid Dynamics Research, 2008, 40(7-8):554-564.
[7]Weber J and Agblevor F.Microbubble fermentation ofTrichodermareesei for cellulase production[J].Process Biochemistry,2005,40(2):669-676.[7]Weber J and Agblevor F.Microbubble fermentation of Trichodermareesei for cellulase production[J].Process Biochemistry,2005,40(2):669-676.
[8]Rehman F,Medley GJ,Bandulasena H,Zimmerman WB.Fluidic oscillator-mediated microbubble generation to provide cost effective mass transfer andmixing efficiency to the wastewater treatment plants[J].Environmentalresearch,2015,137:32-39.[8] Rehman F, Medley GJ, Bandulasena H, Zimmerman WB. Fluidic oscillator-mediated microbubble generation to provide cost effective mass transfer and mixing efficiency to the wastewater treatment plants [J]. Environmental research, 2015, 137: 32-39.
[9]Stride E and Edirisinghe M.Novel microbubble preparationtechnologies[J].Soft Matter,2008,4(12):2350.[9]Stride E and Edirisinghe M.Novel microbubble preparationtechnologies[J].Soft Matter,2008,4(12):2350.
[10]Druzinec D,Salzig De,Kraume M,Czermak P.Micro-bubble aeration inturbulent stirred bioreactors:Coalescence behavior in Pluronic F68containingcell culture media[J].Chemical Engineering Science,2015,126:160-168.[10] Druzinec D, Salzig De, Kraume M, Czermak P. Micro-bubble aeration inturbulent stirred bioreactors: Coalescence behavior in Pluronic F68 containing cell culture media [J]. Chemical Engineering Science, 2015, 126: 160-168.
[11]李宝璋,尚龙安,姜信真.倒喷射式环流反应器的研究[J].西北大学学报(自然科学版).1989,04:65-69.[11] Li Baozhang, Shang Longan, Jiang Xinzhen. Research on Inverted Jet Loop Reactor [J]. Journal of Northwest University (Natural Science Edition). 1989, 04:65-69.
[12]Chen JH,Yang N,Ge W,Li JH.Stability-driven structure evolution:exploring the intrinsic similarity between gas-solid and gas-liquid systems[J].Chinese Journal of Chemical Engineering.2012,20(1):167-177.[12]Chen JH, Yang N, Ge W, Li JH.Stability-driven structure evolution:exploring the intrinsic similarity between gas-solid and gas-liquid systems[J].Chinese Journal of Chemical Engineering.2012,20(1) :167-177.
[13]Hinze JO.Fundamentals of the hydrodynamic mechanism of splittingin dispersion processes[J].AIChE Journal.1955,1(3):289-295.[13]Hinze JO. Fundamentals of the hydrodynamic mechanism of splittingin dispersion processes[J].AIChE Journal.1955,1(3):289-295.
[14]Zhong S,Zou X,Zhang ZB,Tian HZ.A flexible image analysis methodfor measuring bubble parameters[J].Chemical Engineering Science,2016,141(17):143-153.[14]Zhong S, Zou X, Zhang ZB, Tian HZ.A flexible image analysis method for measuring bubble parameters[J].Chemical Engineering Science,2016,141(17):143-153.
发明内容Contents of the invention
本发明的目的在于,克服现有技术的缺陷,提供一种微界面强化反应器气泡尺度构效调控模型建模方法。The object of the present invention is to overcome the defects of the prior art and provide a modeling method for the micro-interface strengthening reactor bubble scale structure-effect control model.
为实现上述目的,本发明采用如下技术方案:To achieve the above object, the present invention adopts the following technical solutions:
一种微界面强化反应器气泡尺度构效调控模型建模方法,包括:A method for modeling a bubble-scale structure-effect regulation model of a micro-interface strengthening reactor, comprising:
(1)以微界面强化反应器最大气泡直径dmax和最小气泡直径dmin为自变量,气泡Sauter平均直径d32为因变量,建立dmax、dmin和d32间的关系;具体步骤如下:(1) Taking the maximum bubble diameter d max and the minimum bubble diameter d min of the micro-interface strengthening reactor as independent variables, and the bubble Sauter average diameter d 32 as the dependent variable, establish the relationship between d max , d min and d 32 ; the specific steps are as follows :
设x,m,n分别为反应器气液体系中的气泡粒径、气泡粒径几何自然对数的均值和标准差,获取气泡粒径x的概率密度函数:Let x, m, and n be the mean and standard deviation of the bubble particle size and the geometric natural logarithm of the bubble particle size in the gas-liquid system of the reactor, respectively, and obtain the probability density function of the bubble particle size x:
气泡粒径满足此分布时的气泡Sauter平均直径d32为:The bubble Sauter average diameter d 32 when the bubble particle size satisfies this distribution is:
d32=exp(m+2.5n2) (2)d 32 =exp(m+2.5n 2 ) (2)
气泡粒径x呈对数正态分布,因此lnx的数学期望(算术平均值)为:根据气泡粒径x的概率密度函数绘制气泡粒径概率密度图,当时,概率密度最大;即此处的一阶导数为0:The bubble size x is log-normally distributed, so the mathematical expectation (arithmetic mean) of lnx is: According to the probability density function of the bubble particle size x, the probability density map of the bubble particle size is drawn, when When , the probability density is the largest; that is, the first derivative here is 0:
将方程(3)代入(1)得到方程(4):Substituting equation (3) into (1) yields equation (4):
由(3)、(4)可得:From (3), (4) can get:
由于:because:
将方程(1)代入(6)并化简后可得:After substituting equation (1) into (6) and simplifying, we get:
令:则上式简化为:make: Then the above formula simplifies to:
方程(8)左端为误差函数,与标准误差函数的差别在于积分限的不同,将式(5)分别代入上述积分上下限,并将方程(8)转化为标准误差函数后可得:The left end of Equation (8) is the error function, and the difference with the standard error function lies in the difference of the integral limit. Substituting Equation (5) into the upper and lower limits of the above integral respectively, and converting Equation (8) into the standard error function, we can get:
方程(9)中,erf(·)为误差函数;In equation (9), erf( ) is the error function;
对于如下形式的误差函数:For an error function of the form:
其近似计算可采用级数展开。经典的泰勒级数展开,其收敛速度较切比雪夫(Chebyshev)级数慢,但是具有相对简单的代数形式,因此被广泛采用。对于工程研究而言,获得形式较为简单,误差能被工程领域所接受的简洁表达即可,无需追求数学意义上误差极小的精确表达。泰勒级数展开依据误差函数自变量的取值范围不同而采用不同的形式,如:Its approximate calculation can use series expansion. The classic Taylor series expansion has a slower convergence rate than the Chebyshev series, but it has a relatively simple algebraic form, so it is widely used. For engineering research, the acquisition form is relatively simple, and the error can be expressed concisely and accepted by the engineering field, and there is no need to pursue an accurate expression with minimal error in the mathematical sense. Taylor series expansion adopts different forms according to the value range of the error function independent variable, such as:
当z≤4时,erf(z)可展开为:When z≤4, erf(z) can be expanded as:
由于:because:
当dmax/dmin为1000时:When d max /d min is 1000:
而根据方程(11):And according to equation (11):
因此,当:Therefore, when:
即:which is:
时,方程(9)近似成立;, Equation (9) approximately holds;
此外,方程(9)成立的条件与n及dmax/dmin的大小有关,且n受dmax/dmin的大小的制约;构建气泡粒径累积概率密度g(n)以考察n和dmax/dmin对方程(9)成立条件的影响,令气泡粒径累积概率密度g(n)为:In addition, the conditions for the establishment of equation (9) are related to the size of n and d max /d min , and n is restricted by the size of d max /d min ; the cumulative probability density of bubble particle size g(n) is constructed to examine n and d The influence of max /d min on the establishment conditions of equation (9), let the cumulative probability density g(n) of bubble particle size be:
绘制g(n)~n关系曲线;获取确保方程(9)成立的n的可取值范围与dmax/dmin的关系;Draw the relational curve of g(n)~n; obtain the relationship between the range of possible values of n and d max /d min to ensure the establishment of equation (9);
取不等式(16)的等号条件,即:Take the equality condition of inequality (16), namely:
由式(5)及(18)确定m和n,进而由方程(2)建立d32基本数学模型;其结果如下:Determine m and n by formulas (5) and (18), and then establish the basic mathematical model of d32 by equation (2); the results are as follows:
(2)基于Kolmogorov-Hinze理论,构建微界面强化反应器最大气泡直径dmax、最小气泡直径dmin与反应器参数间的关系;(2) Based on the Kolmogorov-Hinze theory, construct the relationship between the maximum bubble diameter d max , the minimum bubble diameter d min and the reactor parameters of the micro-interface strengthening reactor;
对于超细气泡体系而言,气泡的破裂和新气泡的形成发生于ε较大的气泡破碎区,由于湍流涡向气液界面传递能量存在效率问题,能使气泡破裂的最小湍流涡尺度是Kolmogorov尺度的11.4~31.4倍,假设此倍率为11.4,由于湍流涡仅能破碎直径大于其尺度的气泡,因此,气泡直径最小值dmin与该湍流涡尺度一致,即:For the ultra-fine bubble system, the breakage of bubbles and the formation of new bubbles occur in the bubble breakage area with a large ε. Since the energy transfer efficiency of the turbulent vortex to the gas-liquid interface has problems, the smallest scale of the turbulent vortex that can make the bubble break is Kolmogorov 11.4 to 31.4 times the scale, assuming that the magnification is 11.4, since the turbulent vortex can only break the bubbles whose diameter is larger than its scale, therefore, the minimum value of the bubble diameter d min is consistent with the scale of the turbulent vortex, that is:
dmin=11.4(μL/ρL)0.75ε-0.25 (21)d min =11.4(μ L /ρ L ) 0.75 ε -0.25 (21)
基于Kolmogorov-Hinze理论,最大气泡直径dmax由下式(22)确定:Based on the Kolmogorov-Hinze theory, the maximum bubble diameter d max is determined by the following formula (22):
dmax=ε-2/5(σLWecrit/2ρL)3/5 (22)d max =ε -2/5 (σ L We crit /2ρ L ) 3/5 (22)
其中,ε为能量耗散率;μL为液体动力粘度;σL为液体表面张力;ρL为液体密度;Wecrit为气泡破碎临界weber数;Among them, ε is the energy dissipation rate; μ L is the liquid dynamic viscosity; σ L is the liquid surface tension; ρ L is the liquid density; We crit is the critical weber number for bubble breakup;
不同研究所采用的气泡破碎临界weber数Wecrit不同。这主要是weber数与气泡周围的流型有关,而流型较难定量描述。本发明中基于气泡破碎的共振理论确定Wecrit:The critical weber number We crit used in different studies is different. This is mainly because the weber number is related to the flow pattern around the bubble, and the flow pattern is difficult to describe quantitatively. In the present invention, based on the resonance theory of bubble crushing, We crit is determined:
其中,α2为气泡体积模量,α2=2,3,...;当α2越大,气泡高阶振动越激烈,气泡就越小,对于超细气泡颗粒选择α2=2,即Wecrit=1.24;Among them, α 2 is the bulk modulus of the bubble, α 2 =2,3,...; when α 2 is larger, the higher-order vibration of the bubble is more intense, and the bubble is smaller. For ultra-fine bubble particles, choose α 2 =2, That is Wecrit = 1.24;
此时:at this time:
dmax=0.75(σL/ρL)0.6ε-0.4 (24)d max =0.75(σ L /ρ L ) 0.6 ε -0.4 (24)
优选的,所述能量耗散率ε采用如下方式获取:Preferably, the energy dissipation rate ε is obtained in the following manner:
步骤100:将微界面强化反应器总的能量耗散率ε的计算划分为微界面强化反应器内三个不同区域能量耗散率的总和,包括反应器主体区鼓泡区的能量耗散率εR,气液破碎区的εmix以及气液出口区的εpl;Step 100: Divide the calculation of the total energy dissipation rate ε of the micro-interface strengthening reactor into the sum of the energy dissipation rates of three different regions in the micro-interface strengthening reactor, including the energy dissipation rate of the bubbling area in the main area of the reactor ε R , ε mix in the gas-liquid crushing zone and ε pl in the gas-liquid outlet zone;
步骤110:其中,反应器主体区鼓泡区的能量耗散率εR采用如下方式计算:Step 110: Wherein, the energy dissipation rate ε R of the bubbling zone in the main zone of the reactor is calculated as follows:
反应器气体鼓泡过程中,依据气泡对体系做功,εR表示为:During the gas bubbling process in the reactor, according to the work done by the bubbles on the system, ε R is expressed as:
其中,QG为反应器内通气体积流量,m3/s;S0为反应器横截面积,m2;Among them, Q G is the ventilation volume flow rate in the reactor, m 3 /s; S 0 is the cross-sectional area of the reactor, m 2 ;
步骤120:计算气液破碎区的εmix:Step 120: Calculate ε mix in the gas-liquid crushing zone:
基于εmix经典计算模型,假设气液混合为绝热过程并忽略液体势能变化,忽略气体质量流量,并使能量耗散率的单位统一为W/Kg,获取计算公式如下:Based on the classic calculation model of ε mix , it is assumed that gas-liquid mixing is an adiabatic process and the change of liquid potential energy and gas mass flow are ignored, and the unit of energy dissipation rate is unified as W/Kg. The calculation formula is as follows:
其中,Lmix为气泡破碎区长度,m;P0、P1分别为气泡破碎区入口液体静压及出口气液混合物压力,Pa;λ1为气液体积流量之比:K1为喷嘴直径与气泡破碎区直径的比值,K1=DN/D1;S1为气泡破碎器横截面积,m2;ρL为液体密度,kg/m3;QL为反应器内液体循环体积流量,m3/s;Among them, L mix is the length of the bubble breaking zone, m; P 0 and P 1 are the static pressure of the inlet liquid and the pressure of the gas-liquid mixture at the outlet of the bubble breaking zone, respectively, Pa; λ 1 is the ratio of gas-liquid volume flow rate; K 1 is the diameter of the nozzle The ratio to the diameter of the bubble breaker zone, K 1 = D N /D 1 ; S 1 is the cross-sectional area of the bubble breaker, m 2 ; ρ L is the liquid density, kg/m 3 ; Q L is the liquid circulation volume in the reactor Flow rate, m 3 /s;
λ1=QG/QL (27)λ 1 =Q G /Q L (27)
步骤121:计算气泡破碎区入口液体静压P0及出口气液混合物压力P1:Step 121: Calculating the static pressure P 0 of the inlet liquid of the bubble breaking zone and the pressure P 1 of the gas-liquid mixture at the outlet:
忽略气泡破碎区管壁摩擦损失,则:Neglecting the friction loss of the tube wall in the bubble breaking zone, then:
其中,φmix为气泡破碎区气含率,按下式计算:Among them, φ mix is the gas holdup in the bubble breaking zone, which is calculated by the following formula:
忽略管道摩擦及喷嘴处能量损失,依据能量守恒原理,体系实际获得的能量E0为:Neglecting pipeline friction and energy loss at the nozzle, according to the principle of energy conservation, the actual energy E 0 obtained by the system is:
即:which is:
由式(28)(31)得:From formula (28) (31):
步骤122:计算气泡破碎区长度Lmix:Step 122: Calculate the length L mix of the bubble crushing zone:
Lmix通过测量气液破碎区管内壁压力突变来确定,或通过如下方式确定:L mix is determined by measuring the sudden change of pressure on the inner wall of the gas-liquid crushing zone, or by the following method:
其中:PH为气液破碎区上方气压,Pa;ρMZ为气液破碎区内气液混合物密度,Kg/m3;vN为射流口的射流速度,m/s;Ue,max为气液破碎区涡旋最大返回速度,m/s;Among them: P H is the air pressure above the gas-liquid crushing zone, Pa; ρ MZ is the density of the gas-liquid mixture in the gas-liquid crushing zone, Kg/m 3 ; v N is the jet velocity of the jet port, m/s; U e,max is The maximum return speed of the vortex in the gas-liquid crushing zone, m/s;
PH由伯努利方程推得: PH is deduced from the Bernoulli equation:
PH≈PG0 (34)P H ≈ P G0 (34)
式中,PG0为供气压力,Pa;In the formula, P G0 is the air supply pressure, Pa;
ρMZ通过下式计算:ρ MZ is calculated by the following formula:
ρMZ=ρGφmix+ρL(1-φmix)≈ρL(1-φmix) (35)ρ MZ =ρ G φ mix + ρ L (1-φ mix )≈ρ L (1-φ mix ) (35)
式中,ρG为气体密度,g/m3;In the formula, ρ G is the gas density, g/m 3 ;
考虑气液破碎区气液混合物流速的影响,Ue,max为射流口射流流速与气液破碎区气液混合物流速的矢量合成的结果,采用下式计算Ue,max:Considering the influence of the flow velocity of the gas-liquid mixture in the gas-liquid crushing zone, U e,max is the result of the vector synthesis of the jet velocity at the jet port and the flow velocity of the gas-liquid mixture in the gas-liquid crushing zone, and U e, max is calculated using the following formula:
将式(34)(36)代入式(33),并化简后可得:Substituting formula (34)(36) into formula (33) and simplifying can get:
获取反应器气泡破碎器长度Lb,并根据式(37)计算Lmix;Obtain the length L b of the reactor bubble breaker, and calculate L mix according to formula (37);
①当Lmix<Lb时,以式(37)的计算结果为Lmix的实际数值;① When L mix < L b , the calculation result of formula (37) is the actual value of L mix ;
②当Lmix≥Lb时,说明射流能量近似完全在气泡破碎器区域耗,则:② When L mix ≥ L b , it means that the jet energy is almost completely consumed in the bubble breaker area, then:
Lmix=Lb (38)L mix = L b (38)
步骤130:计算气液出口区的εpl;Step 130: Calculate ε pl of the gas-liquid outlet area;
假设气泡在气液出口区呈均匀分布状态,此区域的能量耗散速率εpl由下式计算:Assuming that the bubbles are uniformly distributed in the gas-liquid outlet area, the energy dissipation rate ε pl in this area is calculated by the following formula:
反应器结构设计时保证λ1可调范围足够大,通过实验确定反应器基本结构参数间的关系为K1=0.5,Lb=13D1;代入前述相应表达式并化简可得:When designing the reactor structure, ensure that the adjustable range of λ 1 is large enough, and the relationship between the basic structural parameters of the reactor is determined through experiments as K 1 =0.5, L b =13D 1 ; substituting the above-mentioned corresponding expression and simplifying it can be obtained:
步骤200:确定εR、εmix和εpl各自的数值大小;Step 200: Determine the respective values of ε R , ε mix and ε pl ;
步骤210:依据进入反应器的气液流量等于气泡破碎区出口的气液流量平衡原理,得到:Step 210: According to the principle that the gas-liquid flow rate entering the reactor is equal to the gas-liquid flow rate balance principle at the outlet of the bubble breaking zone, it is obtained:
式中,CL为基于反应器内有效体积πD0 2H0/4的液体循环倍数,即每小时液体循环总体积与反应器有效体积的比值;u1为气泡破碎器出口气液混合物线速度,m/s;λ1取值0.1~0.5;In the formula, C L is the liquid circulation multiple based on the effective volume in the reactor πD 0 2 H 0 /4, that is, the ratio of the total liquid circulation volume per hour to the effective volume of the reactor; u 1 is the gas-liquid mixture line at the outlet of the bubble breaker Speed, m/s; λ 1 takes a value of 0.1~0.5;
由式(43)可知:则u1增大时,反应器横截面积S0也增大;结合式(25)可知,此时εR减小;为对反应器不同区域的能量耗散率进行比较,假设:u1=3.0m/s;CL=20;H0=1.5m;由式(43)可得,当λ1=0.1~0.5时:It can be seen from formula (43): Then when u 1 increases, the cross-sectional area S 0 of the reactor also increases; combined with formula (25), it can be known that ε R decreases at this time; in order to compare the energy dissipation rates in different regions of the reactor, it is assumed that: u 1 =3.0m/s; C L =20; H 0 =1.5m; from formula (43), when λ 1 =0.1~0.5:
D0≈19D1 (44)D 0 ≈19D 1 (44)
选定D1数值,计算并比较反应器不同区域在不同喷嘴液速下的能量耗散率,确定与气液破碎区的能量耗散率εmix相比,反应器主体区、气液出口区的能量耗散率可忽略不计,即εmix≈ε;则整个反应器的能量耗散率ε与反应器结构参数之间的数学关系,可由式(26)计算确定,即:Select the value of D1, calculate and compare the energy dissipation rate of different areas of the reactor at different nozzle liquid velocities, and determine the energy dissipation rate ε mix of the gas-liquid crushing area, the main area of the reactor, the gas-liquid outlet area The energy dissipation rate of the reactor is negligible, that is, ε mix ≈ε; then the mathematical relationship between the energy dissipation rate ε of the entire reactor and the structural parameters of the reactor can be determined by formula (26), namely:
本发明的第二目的在于提供上述建模方法构建的气泡尺度构效调控模型。The second object of the present invention is to provide a bubble-scale structure-effect control model constructed by the above modeling method.
具体的,所述气泡尺度构效调控模型如下:Specifically, the bubble-scale structure-effect regulation model is as follows:
dmin=11.4(μL/ρL)0.75ε-0.25 (21)d min =11.4(μ L /ρ L ) 0.75 ε -0.25 (21)
dmax=0.75(σL/ρL)0.6ε-0.4 (24)d max =0.75(σ L /ρ L ) 0.6 ε -0.4 (24)
式中,QL为反应器内液体循环体积流量;Lmix为气泡破碎区长度;D1为气泡破碎管直径;λ1为气液体积流量之比,λ1=QG/QL;QG为反应器内通气体积流量;P0为气泡破碎器入口处液体的静压;P1为气泡破碎区出口气液混合物压力;ε为能量耗散率;μL为液体动力粘度;σL为液体表面张力;ρL为液体密度。In the formula, Q L is the liquid circulation volume flow rate in the reactor; L mix is the length of the bubble breaking zone; D 1 is the diameter of the bubble breaking tube; λ 1 is the ratio of gas-liquid volume flow rate, λ 1 =Q G /Q L ; Q G is the ventilation volume flow rate in the reactor; P 0 is the static pressure of the liquid at the inlet of the bubble breaker; P 1 is the pressure of the gas-liquid mixture at the outlet of the bubble breaker; ε is the energy dissipation rate; μ L is the dynamic viscosity of the liquid; σ L is the surface tension of the liquid; ρ L is the density of the liquid.
本发明的又一目的在于提供上述方法在反应器设计中的应用。Another object of the present invention is to provide the application of the above method in reactor design.
根据所需气泡Sauter平均直径d32数值,通过上述气泡尺度构效调控模型确立的反应器结构参数、物性参数、操作条件和气泡Sauter平均直径d32关系,对反应器进行结构参数和物性参数的设计,使得反应器结构参数和物性参数符合气泡尺度构效调控模型确定的数值关系。According to the value of the average bubble Sauter diameter d 32 , through the relationship between the reactor structure parameters, physical property parameters, operating conditions and bubble Sauter average diameter d 32 established by the above-mentioned bubble scale structure-effect control model, the structural parameters and physical property parameters of the reactor were adjusted. Design, so that the structural parameters and physical parameters of the reactor conform to the numerical relationship determined by the bubble-scale structure-effect control model.
本发明的方法适用于微界面强化反应器,其核心在于气泡破碎器。气泡破碎器的原理是高速射流所携带的气体相互撞击进行能量传递,使气泡破碎,其结构参数有Lb、D1,详细结构见附图1,除此之外该反应器的其它结构参数有D0、H0,具体反应器结构相关内容已经公布于发明人在先申请的专利CN10618766A中,本发明中不再赘述。The method of the invention is suitable for micro-interface intensified reactors, the core of which is a bubble breaker. The principle of the bubble breaker is that the gas carried by the high-speed jet collides with each other for energy transfer to break the bubbles. Its structural parameters are L b and D 1 . The detailed structure is shown in Figure 1. In addition, other structural parameters of the reactor There are D 0 and H 0 , and the relevant content of the specific reactor structure has been published in the patent CN10618766A previously applied by the inventor, and will not be repeated in the present invention.
本发明具有如下有益效果:The present invention has following beneficial effects:
(1)利用本发明的建模方法构建的气泡尺度构效调控模型,构建了dmax、dmin和d32的直接计算关系,而不再采用实验拟合的方式获取d32的具体数值,极大减少了在反应器中应用时产生的误差;(1) The bubble-scale structure-effect regulation model constructed by the modeling method of the present invention constructs the direct calculation relationship of dmax , dmin and d32 , instead of using the experimental fitting method to obtain the specific value of d32 , Greatly reduces the error when applied in the reactor;
(2)现有的方法构建的d32模型多针对的是鼓泡反应器(Bubble column,BC)和鼓泡搅拌釜反应器(Bubbling-stirred reactor,BSR)内的气液体系,或射流泵(gas-liquidjet bump,GLJB)内的空气-水体系。而对于工业微界面反应器(MIR),则不一定适用,其原因在于:①MIR内气泡破碎机制有别于上述反应器;②工业气液反应体系中可能涉及到高粘度液体,而现有技术(如式46)并没有考虑液体粘度对d32的影响;而利用本发明的建模方法构建的气泡尺度构效调控模型可适用于工业微界面反应器(MIR),其通用性更好;(2) The d 32 model constructed by the existing method is mostly aimed at the gas-liquid system in the bubble reactor (Bubble column, BC) and the bubble stirred tank reactor (Bubbling-stirred reactor, BSR), or the jet pump (gas-liquidjet bump, GLJB) in the air-water system. And for industrial microinterface reactor (MIR), it is not necessarily applicable, and its reason is that: 1. the mechanism of bubble breakup in MIR is different from the above-mentioned reactor; 2. high viscosity liquid may be involved in the industrial gas-liquid reaction system, and the (such as formula 46) does not consider the influence of liquid viscosity on d 32 ; and the bubble-scale structure-effect control model constructed by the modeling method of the present invention can be applied to industrial microinterface reactor (MIR), and its versatility is better;
(3)利用本发明的建模方法构建的气泡尺度构效调控模型,可进一步通过调整反应器的结构参数和操作参数以获得反应过程能效物效的最大化目标,或者在给定反应目标(任务)和能耗物耗下,设计出高效的反应器结构。(3) The bubble-scale structure-efficiency control model constructed by the modeling method of the present invention can further obtain the maximization target of the energy efficiency and material efficiency of the reaction process by adjusting the structural parameters and operating parameters of the reactor, or in a given reaction target ( Task) and energy and material consumption, design an efficient reactor structure.
附图说明Description of drawings
图1是一种反应器结构示意图,用于说明本发明建模方法在反应器装置中的应用;其中1-反应器,2-泵前阀,3-循环泵,4-泵后阀,5-液体流量计,6-换热器,7-气泡破碎器,8-测温仪,9-下降管,10-气体阀,11-气体流量计,12-气相入口,13-压力表,14-液位计;D0-反应器直径,H0-反应器内初始液位高度,D1-气泡破碎管直径,Lb-气泡破碎区长度;Fig. 1 is a kind of reactor structure schematic diagram, is used to illustrate the application of modeling method of the present invention in reactor device; Wherein 1-reactor, 2-pump front valve, 3-circulation pump, 4-pump rear valve, 5 - Liquid flow meter, 6- heat exchanger, 7- bubble breaker, 8- thermometer, 9- downcomer, 10- gas valve, 11- gas flow meter, 12- gas phase inlet, 13- pressure gauge, 14 - liquid level gauge; D 0 - diameter of reactor, H 0 - initial liquid level height in reactor, D 1 - diameter of bubble breaking tube, L b - length of bubble breaking zone;
图2是n及dmax/dmin对气泡粒径累积概率密度的影响曲线图;Figure 2 is a graph showing the influence of n and d max /d min on the cumulative probability density of bubble particle size;
图3是现有技术与本发明的计算结果比较曲线图。Fig. 3 is a comparison graph of calculation results between the prior art and the present invention.
具体实施方式detailed description
实施例1Example 1
本实施例具体说明本发明气泡尺度模型的建模方法。This embodiment specifically illustrates the modeling method of the bubble scale model of the present invention.
本发明的方法,包括:The method of the present invention comprises:
(1)以微界面强化反应器最大气泡直径dmax和最小气泡直径dmin为自变量,气泡Sauter平均直径d32为因变量,建立dmax、dmin和d32间的关系;具体步骤如下:(1) Taking the maximum bubble diameter d max and the minimum bubble diameter d min of the micro-interface strengthening reactor as independent variables, and the bubble Sauter average diameter d 32 as the dependent variable, establish the relationship between d max , d min and d 32 ; the specific steps are as follows :
设x,m,n分别为反应器气液体系中的气泡粒径、气泡粒径几何自然对数的均值和标准差,获取气泡粒径x的概率密度函数:Let x, m, and n be the mean and standard deviation of the bubble particle size and the geometric natural logarithm of the bubble particle size in the gas-liquid system of the reactor, respectively, and obtain the probability density function of the bubble particle size x:
气泡粒径满足此分布时的气泡Sauter平均直径d32为:The bubble Sauter average diameter d 32 when the bubble particle size satisfies this distribution is:
d32=exp(m+2.5n2) (2)d 32 =exp(m+2.5n 2 ) (2)
气泡粒径x呈对数正态分布,因此lnx的数学期望(算术平均值)为:根据气泡粒径x的概率密度函数绘制气泡粒径概率密度图,当时,概率密度最大;即此处的一阶导数为0:The bubble size x is log-normally distributed, so the mathematical expectation (arithmetic mean) of lnx is: According to the probability density function of the bubble particle size x, the probability density map of the bubble particle size is drawn, when When , the probability density is the largest; that is, the first derivative here is 0:
将方程(3)代入(1)得到方程(4):Substituting equation (3) into (1) yields equation (4):
由(3)、(4)可得:From (3), (4) can get:
由于:because:
将方程(1)代入(6)并化简后可得:After substituting equation (1) into (6) and simplifying, we get:
令:则上式简化为:make: Then the above formula simplifies to:
方程(8)左端为误差函数,与标准误差函数的差别在于积分限的不同,将式(5)分别代入上述积分上下限,并将方程(8)转化为标准误差函数后可得:The left end of Equation (8) is the error function, and the difference with the standard error function lies in the difference of the integral limit. Substituting Equation (5) into the upper and lower limits of the above integral respectively, and converting Equation (8) into the standard error function, we can get:
方程(9)中,erf(·)为误差函数;In equation (9), erf( ) is the error function;
对于如下形式的误差函数:For an error function of the form:
其近似计算可采用级数展开。经典的泰勒级数展开,其收敛速度较切比雪夫(Chebyshev)级数慢,但是具有相对简单的代数形式,因此被广泛采用。对于工程研究而言,获得形式较为简单,误差能被工程领域所接受的简洁表达即可,无需追求数学意义上误差极小的精确表达。泰勒级数展开依据误差函数自变量的取值范围不同而采用不同的形式,如:Its approximate calculation can use series expansion. The classic Taylor series expansion has a slower convergence rate than the Chebyshev series, but it has a relatively simple algebraic form, so it is widely used. For engineering research, the acquisition form is relatively simple, and the error can be expressed concisely and accepted by the engineering field, and there is no need to pursue an accurate expression with minimal error in the mathematical sense. Taylor series expansion adopts different forms according to the value range of the error function independent variable, such as:
当z≤4时,erf(z)可展开为:When z≤4, erf(z) can be expanded as:
由于:because:
当dmax/dmin为1000时:When d max /d min is 1000:
而根据方程(11):And according to equation (11):
因此,当:Therefore, when:
即:which is:
时,方程(9)近似成立;, Equation (9) approximately holds;
此外,方程(9)成立的条件与n及dmax/dmin的大小有关,且n受dmax/dmin的大小的制约;构建气泡粒径累积概率密度g(n)以考察n和dmax/dmin对方程(9)成立条件的影响,令气泡粒径累积概率密度g(n)为:In addition, the conditions for the establishment of equation (9) are related to the size of n and d max /d min , and n is restricted by the size of d max /d min ; the cumulative probability density of bubble particle size g(n) is constructed to examine n and d The influence of max /d min on the establishment conditions of equation (9), let the cumulative probability density g(n) of bubble particle size be:
绘制g(n)~n关系曲线,如图2所示;对于确定的气液体系,气泡粒径分布(由m和n决定)受dmax/dmin的影响;当dmax/dmin一定时,n应有唯一确定值,即气泡粒径分布是唯一的。由图2可知:确保方程(9)成立的n的可取值范围与dmax/dmin密切相关,但当n→0时,n与dmax/dmin无关;Draw g(n)~n relationship curve, as shown in Figure 2; for a certain gas-liquid system, the bubble particle size distribution (determined by m and n) is affected by d max /d min ; when d max /d min- Timing, n should have a unique value, that is, the bubble size distribution is unique. It can be seen from Figure 2 that the range of possible values of n that ensures the establishment of equation (9) is closely related to d max /d min , but when n→0, n has nothing to do with d max /d min ;
取不等式(16)的等号条件,即:Take the equality condition of inequality (16), namely:
由式(5)及(18)确定m和n,进而由方程(2)建立d32基本数学模型;其结果如下:Determine m and n by formulas (5) and (18), and then establish the basic mathematical model of d32 by equation (2); the results are as follows:
(2)基于Kolmogorov-Hinze理论,构建微界面强化反应器最大气泡直径dmax、最小气泡直径dmin与反应器参数间的关系;(2) Based on the Kolmogorov-Hinze theory, construct the relationship between the maximum bubble diameter d max , the minimum bubble diameter d min and the reactor parameters of the micro-interface strengthening reactor;
对于超细气泡体系而言,气泡的破裂和新气泡的形成发生于ε较大的气泡破碎区,由于湍流涡向气液界面传递能量存在效率问题,能使气泡破裂的最小湍流涡尺度是Kolmogorov尺度的11.4~31.4倍,假设此倍率为11.4,由于湍流涡仅能破碎直径大于其尺度的气泡,因此,气泡直径最小值dmin与该湍流涡尺度一致,即:For the ultra-fine bubble system, the breakage of bubbles and the formation of new bubbles occur in the bubble breakage area with a large ε. Since the energy transfer efficiency of the turbulent vortex to the gas-liquid interface has problems, the smallest scale of the turbulent vortex that can make the bubble break is Kolmogorov 11.4 to 31.4 times the scale, assuming that the magnification is 11.4, since the turbulent vortex can only break the bubbles whose diameter is larger than its scale, therefore, the minimum value of the bubble diameter d min is consistent with the scale of the turbulent vortex, that is:
dmin=11.4(μL/ρL)0.75ε-0.25 (21)d min =11.4(μ L /ρ L ) 0.75 ε -0.25 (21)
基于Kolmogorov-Hinze理论,最大气泡直径dmax由下式(22)确定:Based on the Kolmogorov-Hinze theory, the maximum bubble diameter d max is determined by the following formula (22):
dmax=ε-2/5(σLWecrit/2ρL)3/5 (22)d max =ε -2/5 (σ L We crit /2ρ L ) 3/5 (22)
其中,ε为能量耗散率;μL为液体动力粘度;σL为液体表面张力;ρL为液体密度;Wecrit为气泡破碎临界weber数;Among them, ε is the energy dissipation rate; μ L is the liquid dynamic viscosity; σ L is the liquid surface tension; ρ L is the liquid density; We crit is the critical weber number for bubble breakup;
不同研究所采用的气泡破碎临界weber数Wecrit不同。这主要是weber数与气泡周围的流型有关,而流型较难定量描述。本发明中基于气泡破碎的共振理论确定Wecrit:The critical weber number We crit used in different studies is different. This is mainly because the weber number is related to the flow pattern around the bubble, and the flow pattern is difficult to describe quantitatively. In the present invention, based on the resonance theory of bubble crushing, We crit is determined:
其中,α2为气泡体积模量,α2=2,3,...;当α2越大,气泡高阶振动越激烈,气泡就越小,对于超细气泡颗粒选择α2=2,即Wecrit=1.24;Among them, α 2 is the bulk modulus of the bubble, α 2 =2,3,...; when α 2 is larger, the higher-order vibration of the bubble is more intense, and the bubble is smaller. For ultra-fine bubble particles, choose α 2 =2, That is Wecrit = 1.24;
此时:at this time:
dmax=0.75(σL/ρL)0.6ε-0.4 (24)d max =0.75(σ L /ρ L ) 0.6 ε -0.4 (24)
其中,能量耗散率ε采用如下方式计算:Among them, the energy dissipation rate ε is calculated as follows:
其中,步骤100:将微界面强化反应器总的能量耗散率ε的计算划分为微界面强化反应器内三个不同区域能量耗散率的总和,包括反应器主体区鼓泡区的能量耗散率εR,气液破碎区的εmix以及气液出口区的εpl;Among them, step 100: the calculation of the total energy dissipation rate ε of the micro-interface strengthening reactor is divided into the sum of the energy dissipation rates of three different regions in the micro-interface strengthening reactor, including the energy consumption of the bubbling area in the main area of the reactor Dispersion rate ε R , ε mix in the gas-liquid crushing zone and ε pl in the gas-liquid outlet zone;
步骤110:其中,反应器主体区鼓泡区的能量耗散率εR采用如下方式计算:Step 110: Wherein, the energy dissipation rate ε R of the bubbling zone in the main zone of the reactor is calculated as follows:
反应器气体鼓泡过程中,依据气泡对体系做功,εR表示为:During the gas bubbling process in the reactor, according to the work done by the bubbles on the system, ε R is expressed as:
其中,QG为反应器内通气体积流量,m3/s;S0为反应器横截面积,m2;Among them, Q G is the ventilation volume flow rate in the reactor, m 3 /s; S 0 is the cross-sectional area of the reactor, m 2 ;
步骤120:计算气液破碎区的εmix:Step 120: Calculate ε mix in the gas-liquid crushing zone:
基于εmix经典计算模型,假设气液混合为绝热过程并忽略液体势能变化,忽略气体质量流量,并使能量耗散率的单位统一为W/Kg,获取计算公式如下:Based on the classic calculation model of ε mix , it is assumed that gas-liquid mixing is an adiabatic process and the change of liquid potential energy and gas mass flow are ignored, and the unit of energy dissipation rate is unified as W/Kg. The calculation formula is as follows:
其中,Lmix为气泡破碎区长度,m;P0、P1分别为气泡破碎区入口液体静压及出口气液混合物压力,Pa;λ1为气液体积流量之比:K1为喷嘴直径与气泡破碎区直径的比值,K1=DN/D1;S1为气泡破碎器横截面积,m2;ρL为液体密度,kg/m3;QL为反应器内液体循环体积流量,m3/s;Among them, L mix is the length of the bubble breaking zone, m; P 0 and P 1 are the static pressure of the inlet liquid and the pressure of the gas-liquid mixture at the outlet of the bubble breaking zone, respectively, Pa; λ 1 is the ratio of gas-liquid volume flow rate; K 1 is the diameter of the nozzle The ratio to the diameter of the bubble breaker zone, K 1 = D N /D 1 ; S 1 is the cross-sectional area of the bubble breaker, m 2 ; ρ L is the liquid density, kg/m 3 ; Q L is the liquid circulation volume in the reactor Flow rate, m 3 /s;
λ1=QG/QL (27)λ 1 =Q G /Q L (27)
步骤121:计算气泡破碎区入口液体静压P0及出口气液混合物压力P1:Step 121: Calculating the static pressure P 0 of the inlet liquid of the bubble breaking zone and the pressure P 1 of the gas-liquid mixture at the outlet:
忽略气泡破碎区管壁摩擦损失,则:Neglecting the friction loss of the tube wall in the bubble breaking zone, then:
其中,φmix为气泡破碎区气含率,按下式计算:Among them, φ mix is the gas holdup in the bubble breaking zone, which is calculated by the following formula:
忽略管道摩擦及喷嘴处能量损失,依据能量守恒原理,体系实际获得的能量E0为:Neglecting pipeline friction and energy loss at the nozzle, according to the principle of energy conservation, the actual energy E 0 obtained by the system is:
即:which is:
由式(28)(31)得:From formula (28) (31):
步骤122:计算气泡破碎区长度Lmix:Step 122: Calculate the length L mix of the bubble crushing zone:
Lmix通过测量气液破碎区管内壁压力突变来确定,或通过如下方式确定:L mix is determined by measuring the sudden change of pressure on the inner wall of the gas-liquid crushing zone, or by the following method:
其中:PH为气液破碎区上方气压,Pa;ρMZ为气液破碎区内气液混合物密度,Kg/m3;vN为射流口的射流速度,m/s;Ue,max为气液破碎区涡旋最大返回速度,m/s;Among them: P H is the air pressure above the gas-liquid crushing zone, Pa; ρ MZ is the density of the gas-liquid mixture in the gas-liquid crushing zone, Kg/m 3 ; v N is the jet velocity of the jet port, m/s; U e,max is The maximum return speed of the vortex in the gas-liquid crushing zone, m/s;
PH由伯努利方程推得: PH is deduced from the Bernoulli equation:
PH≈PG0 (34)P H ≈ P G0 (34)
式中,PG0为供气压力,Pa;In the formula, P G0 is the air supply pressure, Pa;
ρMZ通过下式计算:ρ MZ is calculated by the following formula:
ρMZ=ρGφmix+ρL(1-φmix)≈ρL(1-φmix) (35)ρ MZ =ρ G φ mix + ρ L (1-φ mix )≈ρ L (1-φ mix ) (35)
式中,ρG为气体密度,g/m3;In the formula, ρ G is the gas density, g/m 3 ;
考虑气液破碎区气液混合物流速的影响,Ue,max为射流口射流流速与气液破碎区气液混合物流速的矢量合成的结果,采用下式计算Ue,max:Considering the influence of the flow velocity of the gas-liquid mixture in the gas-liquid crushing zone, U e,max is the result of the vector synthesis of the jet velocity at the jet port and the flow velocity of the gas-liquid mixture in the gas-liquid crushing zone, and U e, max is calculated using the following formula:
将式(34)(36)代入式(33),并化简后可得:Substituting formula (34)(36) into formula (33) and simplifying can get:
获取反应器气泡破碎器长度Lb,并根据式(37)计算Lmix;Obtain the length L b of the reactor bubble breaker, and calculate L mix according to formula (37);
①当Lmix<Lb时,以式(37)的计算结果为Lmix的实际数值;① When L mix < L b , the calculation result of formula (37) is the actual value of L mix ;
②当Lmix≥Lb时,说明射流能量近似完全在气泡破碎器区域耗,则:② When L mix ≥ L b , it means that the jet energy is almost completely consumed in the bubble breaker area, then:
Lmix=Lb (38)L mix = L b (38)
步骤130:计算气液出口区的εpl;Step 130: Calculate ε pl of the gas-liquid outlet area;
假设气泡在气液出口区呈均匀分布状态,此区域的能量耗散速率εpl由下式计算:Assuming that the bubbles are uniformly distributed in the gas-liquid outlet area, the energy dissipation rate ε pl in this area is calculated by the following formula:
反应器结构设计时保证λ1可调范围足够大,通过实验确定反应器基本结构参数间的关系为K1=0.5,Lb=13D1;代入前述相应表达式并化简可得:When designing the reactor structure, ensure that the adjustable range of λ 1 is large enough, and the relationship between the basic structural parameters of the reactor is determined through experiments as K 1 =0.5, L b =13D 1 ; substituting the above-mentioned corresponding expression and simplifying it can be obtained:
步骤200:确定εR、εmix和εpl各自的数值大小;Step 200: Determine the respective values of ε R , ε mix and ε pl ;
步骤210:依据进入反应器的气液流量等于气泡破碎区出口的气液流量平衡原理,得到:Step 210: According to the principle that the gas-liquid flow rate entering the reactor is equal to the gas-liquid flow rate balance principle at the outlet of the bubble breaking zone, it is obtained:
式中,CL为基于反应器内有效体积πD0 2H0/4的液体循环倍数,即每小时液体循环总体积与反应器有效体积的比值;u1为气泡破碎器出口气液混合物线速度,m/s;λ1取值0.1~0.5;In the formula, C L is the liquid circulation multiple based on the effective volume in the reactor πD 0 2 H 0 /4, that is, the ratio of the total liquid circulation volume per hour to the effective volume of the reactor; u 1 is the gas-liquid mixture line at the outlet of the bubble breaker Speed, m/s; λ 1 takes a value of 0.1 to 0.5;
由式(43)可知:则u1增大时,反应器横截面积S0也增大;结合式(25)可知,此时εR减小;为对反应器不同区域的能量耗散率进行比较,假设:u1=3.0m/s;CL=20;H0=1.5m;由式(43)可得,当λ1=0.1~0.5时:It can be known from formula (43): Then when u 1 increases, the cross-sectional area S 0 of the reactor also increases; combined with formula (25), it can be seen that ε R decreases at this time; in order to compare the energy dissipation rates of different regions of the reactor, it is assumed that: u 1 =3.0m/s; C L =20; H 0 =1.5m; from formula (43), when λ 1 =0.1~0.5:
D0≈19D1 (44)D 0 ≈19D 1 (44)
选定D1数值,计算并比较反应器不同区域在不同喷嘴液速下的能量耗散率,确定与气液破碎区的能量耗散率εmix相比,反应器主体区、气液出口区的能量耗散率可忽略不计,即εmix≈ε;则整个反应器的能量耗散率ε与反应器结构参数之间的数学关系,可由式(26)计算确定,即:Select the value of D1, calculate and compare the energy dissipation rate of different areas of the reactor at different nozzle liquid velocities, and determine the energy dissipation rate ε mix of the gas-liquid crushing area, the main area of the reactor, the gas-liquid outlet area The energy dissipation rate of the reactor is negligible, that is, ε mix ≈ε; then the mathematical relationship between the energy dissipation rate ε of the entire reactor and the structural parameters of the reactor can be determined by formula (26), namely:
实施例2Example 2
本实施例以图1所示的反应器为例,说明实施例1所述建模方法构建的模型在二氧化碳和水体系反应器中的应用。图1的反应器结构可为现有微界面强化反应器的结构,仅采用本发明的方法进行参数设计,本发明中对反应器的结构不再赘述。In this example, the reactor shown in FIG. 1 is taken as an example to illustrate the application of the model constructed by the modeling method described in Example 1 in the carbon dioxide and water system reactor. The reactor structure in Fig. 1 can be the structure of the existing micro-interface strengthening reactor, and only the method of the present invention is used for parameter design, and the structure of the reactor will not be repeated in the present invention.
根据实施例1构建的气泡尺度构效调控模型如下:The bubble-scale structure-effect control model constructed according to Example 1 is as follows:
dmin=11.4(μL/ρL)0.75ε-0.25 (21)d min =11.4(μ L /ρ L ) 0.75 ε -0.25 (21)
dmax=0.75(σL/ρL)0.6ε-0.4 (24)d max =0.75(σ L /ρ L ) 0.6 ε -0.4 (24)
式中,QL为反应器内液体循环体积流量;Lmix为气泡破碎区长度;D1为气泡破碎管直径;λ1为气液体积流量之比,λ1=QG/QL;QG为反应器内通气体积流量;P0为气泡破碎器入口处液体的静压;P1为气泡破碎区出口气液混合物压力;ε为能量耗散率;μL为液体动力粘度;σL为液体表面张力;ρL为液体密度。In the formula, Q L is the liquid circulation volume flow rate in the reactor; L mix is the length of the bubble breaking zone; D 1 is the diameter of the bubble breaking tube; λ 1 is the ratio of gas-liquid volume flow rate, λ 1 =Q G /Q L ; Q G is the ventilation volume flow rate in the reactor; P 0 is the static pressure of the liquid at the inlet of the bubble breaker; P 1 is the pressure of the gas-liquid mixture at the outlet of the bubble breaker; ε is the energy dissipation rate; μ L is the dynamic viscosity of the liquid; σ L is the surface tension of the liquid; ρ L is the density of the liquid.
实施例3选用的模型主要考虑Lmix小于Lb的情况,因为相反的情况不常见,比较极端。反应器结构参数还需满足:λ1=0.1~0.5、K1=0.5、Lb=13D1;The model selected in Example 3 mainly considers the situation that L mix is smaller than L b , because the opposite situation is uncommon and rather extreme. The structural parameters of the reactor also need to meet: λ 1 =0.1~0.5, K 1 =0.5, L b =13D 1 ;
对于二氧化碳和水体系,当操作条件为:QL=2000L/h(5.56×10-4m3/s),气体流量QG=0.2QL,T=298K,PG0=1atm;而此体系中液相的物性参数为:ρL=1000kg/m3,μL=8.9×10-4Pa·s,σL=7.197×10-4N/m;反应器气泡破碎管直径D1=0.02m;E0表示体系输入的能量,即循环泵铭牌上的额定功率,取E0=1000W。For the carbon dioxide and water system, when the operating conditions are: Q L =2000L/h (5.56×10 -4 m 3 /s), gas flow rate Q G =0.2Q L , T=298K, P G0 =1atm; and this system The physical parameters of the middle liquid phase are: ρ L =1000kg/m 3 , μ L =8.9×10 -4 Pa·s, σ L =7.197×10 -4 N/m; the diameter of the reactor bubble breaker tube D 1 =0.02 m; E 0 represents the energy input by the system, that is, the rated power on the nameplate of the circulating pump, and E 0 =1000W.
根据操作条件和上述模型可计算得到的气泡Sauter平均直径d32=0.426mm,而传统工艺条件下得到的气泡平均直径为1mm左右。由此可见,本反应器的气泡平均直径要比通常反应器产生的气泡平均直径小一倍多。According to the operating conditions and the above model, the average Sauter diameter of bubbles can be calculated as d 32 =0.426 mm, while the average diameter of bubbles obtained under traditional process conditions is about 1 mm. It can be seen that the average diameter of bubbles in this reactor is more than twice as small as the average diameter of bubbles produced in a conventional reactor.
Levenspiel认为,多相体系的宏观反应速率可由下式表示:According to Levenspiel, the macroscopic reaction rate of a heterogeneous system can be expressed by the following formula:
经化简后的气液反应宏观速率方程可简化为:The simplified gas-liquid reaction macroscopic rate equation can be simplified as:
表1和表2是相同体系不同粒径下的各个参数的对比情况:Table 1 and Table 2 are the comparison of each parameter under different particle sizes of the same system:
表1不同粒径下模型公式计算的参数Table 1 Parameters calculated by the model formula under different particle sizes
表2不同粒径下模型公式计算的三种阻力(气膜、液膜、本征)Table 2 Three kinds of resistance (air film, liquid film, intrinsic) calculated by the model formula under different particle sizes
如表1、表2所示,当气泡直径变为原来的1/10和1/2时,气液相界面积分别增大了约467倍和9倍,宏观反应速率分别增大了约4倍和2倍,而反应阻力逐渐由液膜控制过渡到由本征反应阻力控制。可见微气泡尺度确实强化了气液传质速率。As shown in Table 1 and Table 2, when the bubble diameter becomes 1/10 and 1/2 of the original, the gas-liquid interface area increases by about 467 times and 9 times, respectively, and the macroscopic reaction rate increases by about 4 times and 2 times, and the reaction resistance is gradually transitioned from being controlled by the liquid film to being controlled by the intrinsic reaction resistance. It can be seen that the microbubble scale does enhance the gas-liquid mass transfer rate.
实施例3Example 3
本实施例以图1所示的反应器为例,说明实施例1所述建模方法构建的模型在空气-水体系反应器中的应用,与现有预测d32模型相比的优越之处。This embodiment takes the reactor shown in Figure 1 as an example to illustrate the application of the model constructed by the modeling method described in Example 1 in the air-water system reactor, and its superiority compared with the existing prediction d 32 model .
对于空气-水体系,现有技术一般采用如下公式预测d32:For the air-water system, the prior art generally uses the following formula to predict d 32 :
d32=0.65dmax (46)d 32 =0.65d max (46)
构建上式与本发明方法构建的d32预测公式计算结果对比曲线图,如图3所示。由图3可知,当能量耗散率ε足够小(ε小于10(W/kg)时,本研究与采用公式(46)的计算结果基本一致;当ε逐渐增大时,两者预测结果有一定差异:对于空气-水体系,当ε大于10(W/kg)时,公式(46)所得结果相对较小,但两者之间的误差是可以接受的。Construct the above formula and the d 32 prediction formula calculation result comparison curve constructed by the method of the present invention, as shown in Figure 3. It can be seen from Fig. 3 that when the energy dissipation rate ε is small enough (ε is less than 10(W/kg), the calculation results of this study and formula (46) are basically consistent; when ε gradually increases, the prediction results of the two have the same A certain difference: For the air-water system, when ε is greater than 10 (W/kg), the result obtained by formula (46) is relatively small, but the error between the two is acceptable.
公式(46)不足之处在于:1、该方程中的系数是基于实验拟合得到的,并不能关联反应器设计参数;2、方程中dmax的数学表达式是基于各向同性湍流理论得到的,而该理论适用的前提是能量耗散率无穷大,此时,液体粘度对气泡大小的影响可以忽略。近几年来,全能谱的气泡粒径分布已有研究,但形式较复杂,其中亦存在一些经验参数,因此仍需要进一步简化形式和模型参数的合理确定。The disadvantages of formula (46) are: 1. The coefficients in this equation are obtained based on experimental fitting and cannot be related to the reactor design parameters; 2. The mathematical expression of d max in the equation is obtained based on isotropic turbulence theory , and the premise that this theory is applicable is that the energy dissipation rate is infinite, at this time, the influence of liquid viscosity on the bubble size can be ignored. In recent years, the bubble particle size distribution of the full energy spectrum has been studied, but the form is relatively complex, and there are some empirical parameters in it, so it is still necessary to further simplify the form and determine the model parameters reasonably.
而本发明的方法也是基于各向同性湍流理论得到,但通过对气泡粒径分布的概率统计分析,通过合理的数学处理得到的关系式,关联到液体粘度这一对工业反应器内气泡大小有重要影响的物性参数,可作为进一步工业应用的基础。And the method of the present invention is also obtained based on the isotropic turbulent flow theory, but by the probability statistics analysis to the bubble particle size distribution, the relational expression obtained by reasonable mathematical processing is related to the liquid viscosity, which has a certain effect on the size of the bubbles in the industrial reactor. The important physical parameters can be used as the basis for further industrial applications.
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Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101288078A (en) * | 2005-01-14 | 2008-10-15 | 阿尔法拉瓦尔威卡布公司 | Optimisation of a chemical reaction in an open plate-type reactor |
CN101857305A (en) * | 2010-06-30 | 2010-10-13 | 哈尔滨工业大学 | Construction Method of Fluid Mechanics Model in Reaction Zone of Upflow Reactor |
CN104050330A (en) * | 2014-06-26 | 2014-09-17 | 中国科学院生态环境研究中心 | Optimum design method of upflow type anaerobic fermentation biological hydrogen production reactor and application thereof |
CN104462697A (en) * | 2014-12-12 | 2015-03-25 | 南京工业大学 | Amplification method combining semi-theory and numerical simulation of self-priming reactor |
CN104955559A (en) * | 2013-01-23 | 2015-09-30 | 艾尼股份公司 | Method for maximizing the reaction volume in a slurry phase reactor |
-
2017
- 2017-08-30 CN CN201710766435.0A patent/CN107563051B/en active Active
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101288078A (en) * | 2005-01-14 | 2008-10-15 | 阿尔法拉瓦尔威卡布公司 | Optimisation of a chemical reaction in an open plate-type reactor |
CN101857305A (en) * | 2010-06-30 | 2010-10-13 | 哈尔滨工业大学 | Construction Method of Fluid Mechanics Model in Reaction Zone of Upflow Reactor |
CN104955559A (en) * | 2013-01-23 | 2015-09-30 | 艾尼股份公司 | Method for maximizing the reaction volume in a slurry phase reactor |
CN104050330A (en) * | 2014-06-26 | 2014-09-17 | 中国科学院生态环境研究中心 | Optimum design method of upflow type anaerobic fermentation biological hydrogen production reactor and application thereof |
CN104462697A (en) * | 2014-12-12 | 2015-03-25 | 南京工业大学 | Amplification method combining semi-theory and numerical simulation of self-priming reactor |
Non-Patent Citations (5)
Title |
---|
CHENGYI YANG 等: "Application of electrical resistance tomography in bubble columns for volume fraction measurement", 《2012 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE PROCEEDINGS》 * |
MARIANO MARTÍN 等: "Bubbling process in stirred tank reactors I: Agitator effect on bubble size, formation and rising", 《CHEMICAL ENGINEERING SCIENCE》 * |
居晓峰 等: "文丘里式气泡发生器工作特性分析", 《核技术》 * |
霍春亮 等: "储层内部小尺度构型单元界面等效表征方法", 《中国海上油气》 * |
黄青山 等: "环流反应器的流动、混合与传递特性", 《化工学报》 * |
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