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Abstract
Biotechnological processes involving the presence of microorganisms are realized by using various types of stirred tanks or laboratory-scale dual-impeller commercial bioreactor. Hydrodynamics and mass transfer rate are crucial parameters describing the functionality and efficiency of bioreactors. Both parameters strictly depend on mixing applied during bioprocesses conducted in bioreactors. Establishing optimum hydrodynamics conditions for the realized process with microorganisms maximizes the yield of desired products. Therefore, our main objective was to analyze and define the main operational hydrodynamic parameters (including flow field, power consumption, mixing time, and mixing energy) and mass transfer process (in this case, gas–liquid transfer) of two different commercial bioreactors (BioFlo® 115 and BioFlo® 415). The obtained results are allowed using mathematical relationships to describe the analyzed processes that can be used to predict the mixing process and mass transfer ratio in BioFlo® bioreactors. The proposed correlations may be applied for the design of a scaled-up or scaled-down bioreactors.
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Mathematical Modeling of Hydrodynamics in Bioreactor by Means of CFD-Based Compartment Model. Processes (Basel) 2020. [DOI: 10.3390/pr8101301] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
This study presents the procedure of deriving a compartmental model (CM) based on an analysis obtained from the computational fluid dynamics (CFD) model of a bioreactor. The CM is composed of two parts, a structural (that takes into account the architecture of the mathematical model), and a parametric part (which contains the extrinsic parameters of the model). The CM is composed of the branches containing the set of perfectly mixed continuous stirred-tank reactors (CSTRs) in a configuration that matches the bioreactor’s flow patterns. Therefore, this work’s main objective was to develop a mathematical model that incorporated the flow field obtained by CFD technique. The proposed mathematical model was validated by means of the experimental data in the form of the residence time distribution (RTD) measurements.
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Datta A, Gupta RK, Goswami S, Sharma VK, Bhunia H, Singh D, Pant HJ. Residence time distribution measurements in an ethyl acetate reactor using radiotracer technique. J Radioanal Nucl Chem 2019. [DOI: 10.1007/s10967-019-06516-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Experimental study of power consumption, local characteristics distributions and homogenization energy in gas–liquid stirred tank reactors. Chin J Chem Eng 2019. [DOI: 10.1016/j.cjche.2018.10.011] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Battista F, Gomez Almendros M, Rousset R, Boivineau S, Bouillon PA. Enzymatic hydrolysis at high dry matter content: The influence of the substrates' physical properties and of loading strategies on mixing and energetic consumption. BIORESOURCE TECHNOLOGY 2018; 250:191-196. [PMID: 29172183 DOI: 10.1016/j.biortech.2017.11.049] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2017] [Revised: 11/14/2017] [Accepted: 11/15/2017] [Indexed: 06/07/2023]
Abstract
The present work investigates the impact of the physical properties and loading strategies of wheat straw and miscanthus on enzymatic hydrolysis at high DM concentration. Three parameters have been chosen to evaluate the enzymatic hydrolysis performance: (i) the mixing time, (ii) the energetic mixing consumption and (iii) the glucose concentration. It was demonstrated that the hydrolysis of miscanthus is easy to perform and has low viscosity. On the contrary, the higher porosity grade of wheat straw than miscanthus (73% against 52%) contributed to have a very high viscosity at 20% w/w DM. The development of a fed-batch strategy allowed the reduction of viscosity inducing the energetic consumption lowering from 30 kJ to 10 kJ. It has been also proven that the miscanthus addition in wheat straw achieved to decrease mixing energy consumption at 5-8 kJ, when it represented more than 30% of the total mass of the reaction medium.
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Affiliation(s)
- Federico Battista
- IFP Energies Nouvelles, Rond-point de l'échangeur de Solaize BP 3, 69360 Solaize, France.
| | | | - Romain Rousset
- IFP Energies Nouvelles, Rond-point de l'échangeur de Solaize BP 3, 69360 Solaize, France
| | - Serge Boivineau
- IFP Energies Nouvelles, Rond-point de l'échangeur de Solaize BP 3, 69360 Solaize, France
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Datta A, Kumar Gupta R, Goswami S, Kumar Sharma V, Bhunia H, Singh D, Jagat Pant H. Radiotracer investigation on the measurement of residence time distribution in an ethyl acetate reactor system with a large recycle ratio. Appl Radiat Isot 2017; 130:245-251. [PMID: 29035783 DOI: 10.1016/j.apradiso.2017.09.039] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2017] [Revised: 09/03/2017] [Accepted: 09/22/2017] [Indexed: 11/18/2022]
Abstract
A radiotracer investigation was carried out on the measurement of residence time distribution (RTD) of process fluid in an industrial-scale ethyl acetate reactor system, which consists of two independent reactors with recirculation and connected in series with each other. Bromine-82 as ammonium bromide was used as the radiotracer for the RTD experiments at different operating conditions. The individual reactors and the overall reactor system were modelled using physically representative phenomenological models comprising of continuously stirred tank reactors (CSTRs). The results showed that the recirculation rate considerably affected the flow mixing behaviour and mean residence time of the process fluid in the reactor system. The results also showed that there was bypassing of the fluid in the first reactor that ranged from 12% to 22% and 40% dead volume at different operating conditions, whereas the second reactor behaved closely as an ideal CSTR. The results of the investigation can be used to optimise the process parameters and design new improved reactor systems for the production of ethyl acetate.
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Affiliation(s)
- Arghya Datta
- Department of Chemical Engineering, Thapar University, Patiala, Punjab 147001, India
| | - Raj Kumar Gupta
- Department of Chemical Engineering, Thapar University, Patiala, Punjab 147001, India
| | - Sunil Goswami
- Isotope and Radiation Application Division, Bhabha Atomic Research Centre, Mumbai 400085, India
| | - Vijay Kumar Sharma
- Isotope and Radiation Application Division, Bhabha Atomic Research Centre, Mumbai 400085, India
| | - Haripada Bhunia
- Department of Chemical Engineering, Thapar University, Patiala, Punjab 147001, India
| | | | - Harish Jagat Pant
- Isotope and Radiation Application Division, Bhabha Atomic Research Centre, Mumbai 400085, India.
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Bai C, Fan B, Li B. Improvement of a Gas Intake Device and a Gas Mixing Study in a Large-Scale Vessel. Chem Eng Technol 2014. [DOI: 10.1002/ceat.201400109] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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Goswami S, Biswal J, Samantray J, Gupta DF, Pant HJ. Measurement of mixing time and holdup of solids in gas–solid fluidized bed using radiotracer technique. J Radioanal Nucl Chem 2014. [DOI: 10.1007/s10967-014-3256-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Radiotracer technology in mixing processes for industrial applications. ScientificWorldJournal 2014; 2014:768604. [PMID: 24616642 PMCID: PMC3925587 DOI: 10.1155/2014/768604] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2013] [Accepted: 12/17/2013] [Indexed: 11/18/2022] Open
Abstract
Many problems associated with the mixing process remain unsolved and result in poor mixing performance. The residence time distribution (RTD) and the mixing time are the most important parameters that determine the homogenisation that is achieved in the mixing vessel and are discussed in detail in this paper. In addition, this paper reviews the current problems associated with conventional tracers, mathematical models, and computational fluid dynamics simulations involved in radiotracer experiments and hybrid of radiotracer.
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The characterization of the residence time distribution in a magnetic mixer by means of the information entropy. Chem Eng Sci 2014. [DOI: 10.1016/j.ces.2013.10.014] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Fluid-dynamics characteristics of a vortex-ingesting stirred tank for biohydrogen production. Chem Eng Res Des 2013. [DOI: 10.1016/j.cherd.2013.04.008] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Kordas M, Story G, Konopacki M, Rakoczy R. Study of Mixing Time in a Liquid Vessel with Rotating and Reciprocating Agitator. Ind Eng Chem Res 2013. [DOI: 10.1021/ie303086r] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Marian Kordas
- Institute of Chemical Engineering
and Environmental Protection Process, Department of Chemical Engineering, West Pomeranian University of Technology, Aleja Piastów 42, 71-065 Szczecin, Poland
| | - Grzegorz Story
- Institute of Chemical Engineering
and Environmental Protection Process, Department of Chemical Engineering, West Pomeranian University of Technology, Aleja Piastów 42, 71-065 Szczecin, Poland
| | - Maciej Konopacki
- Institute of Chemical Engineering
and Environmental Protection Process, Department of Chemical Engineering, West Pomeranian University of Technology, Aleja Piastów 42, 71-065 Szczecin, Poland
| | - Rafał Rakoczy
- Institute of Chemical Engineering
and Environmental Protection Process, Department of Chemical Engineering, West Pomeranian University of Technology, Aleja Piastów 42, 71-065 Szczecin, Poland
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Abdullah B, Dave C, Nguyen TH, Cooper CG, Adesina AA. Electrical resistance tomography-assisted analysis of dispersed phase hold-up in a gas-inducing mechanically stirred vessel. Chem Eng Sci 2011. [DOI: 10.1016/j.ces.2011.07.048] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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