Friday, June 5, 2009

Gas - Liquid Mass Transfer in Bioreactors

By

AHMAD ZIAD SULAIMAN

MASSEY UNIVERSITY, NEW ZEALAND


The productivity of aerobic fermentations is often limited by the availability of oxygen in the fermentation broth. Oxygen supply can be enhanced by increasing the rate of oxygen transfer into the liquid from the gas. The volumetric oxygen transfer rate is given as follows:

volumetric oxygen transfer rate = kLaL (C* - CL)

where CL is the concentration of dissolved oxygen in the liquid, C* is the saturation concentration of dissolved oxygen in the absence of consumption and kLaL is the overall volumetric mass transfer coefficient that is used to characterize the mass transfer rate in the reactor or bioreactor. In kLaL,  kL is the liquid-film mass transfer coefficient and ‘aL’ is the interfacial area per unit liquid volume. kLaL is generally increased by increasing ‘aL’. Because the surface area of spheres is proportional to the diameter squared, while the volume is proportional to the diameter cubed, ‘aL’, is inversely proportional to the bubble diameter. kLaL itself depends on the operating conditions (i.e., aeration rate, the rheological properties of the fluid, density , surface tension, the system geometry and the intensity of agitation (Cruz et al. 1999).

The aqueous solubility of oxygen is controlled by the partial pressure of oxygen, the temperature and the presence of others solutes in the broth. The solubility of sparingly soluble gases such as oxygen is often modeled by Henry’s law:



[3.1]

                         

where  C* = liquid phase saturation concentration of oxygen

             PG = the partial pressure of oxygen in the gas in contact with the liquid

             H = Henry’s law constant

Many methods are available to determine kLaL in bioreactors system. These have been reviewed by Gogate and Pandit (1999). A common method that is used in the bioreactors is the dynamic gas-in method. This method is based on the following mass balance on oxygen in the liquid phase of a bioreactor :  


 Schematic of bioreactor setup for kLa measurements

where A is the total gas-liquid interfacial area

 A rearrangement of the above gives: 

 

Because   , the above equation becomes;


where             C* = saturation concentration of dissolved oxygen in the broth

 

                        CL = actual instantaneous concentration of dissolved oxygen in the 

                                 broth

                         = interfacial area per unit liquid volume

                        = mass transfer coefficient (length/time)

                        VL = liquid volume in the reactor

                           t = time

Equation below applies only when there is no consumption of oxygen in the broth.

Integration of Equation below between the limit t = 0, CL = Co and t = t, CL = CL, gives:

 

where              Co = dissolved oxygen concentration at t=0

A semilog plot of Equation above provides kLaL as the slope. In the event of oxygen consuming reaction occurring in the bioreactor, Equation above needs to be modified as discussed by Lamping et al. (2003).

 Dissolved oxygen (DO) probes are widely used to monitor the concentration of dissolved oxygen in bioreactors. Polarographic type DO probe are the most common (Philichi and Stenstrom 1989). Equation above assumes that the oxygen concentration measured is instantaneous. In practice this is not so and a dissolved oxygen probe with a fast response time is required for measurement of CL, otherwise the dynamic method will not give accurate results. Probe response time can be measured by instantly transferring the probe from an oxygen saturated medium to an oxygen free medium (Mueller et al. 1967; Leeuwen 1979; Nakanoh and Yoshida 1980; Linek et al. 1987; Philichi and Stenstrom 1989; Tribe et al. 1995; Badino et al. 2000; Lamping et al. 2003; Carbajal and Tecante 2004; Kumar et al. 2004; Fadavi and Chisti 2005; Boodhoo et al. 2008). The time constant of the probe is the time when the probe response reaches 63.7% of the steady state dissolved oxygen concentration measured by the DO probe. If the time constant is less than 10 s, (1/ kLaL is <>-1), Equation above can be solved to determine the value of kLaL. If the kLaL is larger than 0.1 s-1, or the probe response is longer than 10 s, the following equation needs to be used in calculating the kLaL from the measured dynamic response curves :

 

where              Cp = DO concentration measured by the probe

tm = 1/ kLaL

                        τp  = response time of the DO probe

Equation above was solved for kLaL using Microsoft Excel at various value of t and the results were averaged (Badino et al. 2000; Lamping et al. 2003; Boodhoo et al. 2008). 

References : 

Boodhoo, K. V. L., M.Vicevic, C. D. Cartwright and E. C. Toogood (2008). "Intensification of gas-liquid mass transfer using a rotation bed of porous packings for application to an E. coli batch fermentation process." Chemical Engineering Journal 135: 141-150.

Carbajal, R. I. and A. Tecante (2004). "On the applicability of the dynamic pressure step method for kLa determination in strirred Newtonian and non-Newtonian fluids, culture media and fermentation broths." Biochemical Engineering Journal 18: 185-192.

Cruz, A. J. G., A. S. Silva, M. L. G. C. Araujo, R. C. Giordano and C. O. Hokka (1999). "Estimation of the volumetric oxygen transfer coefficient (kLa) from the gas balance and using a neural network technique." Brazilian Journal of Chemical Engineering 16: 179-183

Fadavi, A. and Y. Chisti (2005). "Gas-liquid mass transfer in a novel forced circulation loop reactor." Chemical Engineering Journal 112: 73-80.

Gogate, P. R. and A. B. Pandit (1999). "Survey of measurement techniques for gas-liquid mass transfer coefficient in bioreactors." Biochemical Engineering Journal 4: 7-15

Kumar, A., P. R. Gogate, A. B. Pandit, H. Delmas and A. M. Wilhelm (2004). "Gas-liquid mass transfer studies in sonochemical reactors." Industrial and Engineering Chemistry Research 43: 1812-1819.

Lamping, S. R., H. Zhang, B. Allen and P. A. Shamlou (2003). "Design of a prototype miniature bioreactor for high throughput automated bioprocessing." Chemical Engineering Science 58: 747-758.

Leeuwen, C. V. (1979). "Dynamic measurement of the overall volumetric mass transfer coefficient in air sparged systems." Biotechnology and Bioengineering 21: 2125-2131.

Linek, V., V. Vacek and P. Benes (1987). "A critical review and experimental verification of the correct use of the dynamic method for the determination of oxygen transfer in aerated agitated vessels to water, electrolyte solutions and viscous liquids." Chemical Engineering Journal 34: 11-34.

Nakanoh, M. and F. Yoshida (1980). "Gas absorption by Newtonian and Non-Newtonian liquids in a bubble column." Journal of Industrial & engineering Chemistry Process and Development 19: 190-195.

Philichi, T. L. and M. K. Stenstrom (1989). "Effects of dissolved oxygen probe lag on oxygen transfer parameter estimation." Water Pollution Control 61: 83-86.

Tribe, L. A., C. L. Briens and A. Margaritis (1995). "Determination of the volumetric mass transfer coefficient (kLa) using the dynamic"gasout-gas-in" method: analysis of errors caused by dissolved oxygen probes." Biotechnology and Bioengineering 46: 388-392.


How to Write Successful Research/Journal Papers

By

 Professor Ahmad Fauzi Ismail

Membrane Research Unit, FKKKSA, UTM.


What is a Research/Journal Paper??


A research/journal paper is an organized description of hypotheses,

objectives and scopes, methodology, results, discussion and conclusion

of our systematic works.


The paper is based on our own thoughts and the facts and ideas we have

gathered from a variety of sources, and it is a creation that is uniquely

yours. 


The experience of gathering, interpreting, and documenting information,

developing, discussing and organizing ideas and conclusions, and

communicating them clearly will prove to be an important and satisfying

part of your education. 


A paper is also representing a structure for planning our research in

progress


If we clearly understand the purpose and form of a paper, it can be

useful in organizing and conducting our research


Why we need to Write and Publish a Journal Paper?

  • Dissemination of research output
  • Knowledge contribution
  • Enhance author prestige - This may attract recognition and
  • networking and promotion
  • Enhance University recognition and reputation-This may affect
  • ranking, student intake and research funding 
  • Demonstrate continued technical leadership- This technical
  • knowledge demonstrating the level of our research. 
  • Critical reviewing by subject specialists
  • Practical and industrial exposure is enhanced by attributed
  • publications. 
  • Decimates our knowledge. 
  • Developing an international profile
  • Enlarging Networking
  • Job requirement
  • Personal satisfaction

Types of Academic Papers

  • Referred journal paper
  • Journal Citation Rating (JCR) 
  • Referred conference papers
  • Conference papers 
  • Non-referred papers
  • Proceeding of abstracts
  • Books and book chapters

How to Start Writing the Paper??

  • Decide on a title
  • Organize your paper content
  • Outline some objectives and conclusions
  • Prepare materials and methodology
  • Prepare data
  • Decide on types of data presentation
  • Tables 
  • Figures
  • Statistical analysis
  • Prepare some reference to start with
  • Prepare an introduction (Review of Literature)
  • Draft your results, discussion and conclusions
  • Preparation of a draft abstract
* More informations available (in ppt) regarding "How to Write Successful Research Paper". Please email me to get it now....