Optimisation and kinetic modelling for the production of 5-aminolevulinic acid by rhodopseudomonas palustris in the solid state fermentation

dc.contributor.authorOng, Pei Ying
dc.date.accessioned2024-06-19T02:36:51Z
dc.date.available2024-06-19T02:36:51Z
dc.date.issued2017
dc.descriptionThesis (PhD. (Bioprocess Engineering))
dc.description.abstractThe approach of the bioprocess system engineering (BPSE) serves as a systematic methodology to better understand the overall performance of complex biological system through optimisation process and development of a compatible macroscopic kinetic model. Based on the BPSE approach, the production of 5- aminolevulinic acids (ALA) by Rhodopseudomonas palustris (Rp) via solid state fermentation (SSF), using the palm empty fruit bunch as solid state medium was studied. Optimisation studies were carried out using a full-factorial design and the response surface methodology approach. A maximum ALA yield of 43.72 mg/kg was achieved under the following optimum conditions: moisture content of 63.13 %, incubation temperature of 30.3 °C, pH 7, inoculums density of 40 % (v/w), 3.64 mM glycine and 23.03 mM succinic acid for 48 hours via SSF. Three mathematical models including the Logistic, Gompertz and Luedeking-Piret models were proposed and compared based on their goodness of curve-fitting to the SSF experimental data. The Logistic model incorporated with Luedeking-Piret model was developed and best represented (R2 >0.95) the underlying kinetic behaviour of the growth of Rp, the formation of ALA and the consumption of substrates for the production of ALA by Rp in SSF at the optimum condition. The computed kinetic parameters including the maximum specific growth rate (µm= 0.232 h-1) with the maximum Rp biomass concentration (Xmax= 316.4 x 10-9 CFU.g-1) for the modelling of Rp growth; the growth-associated (a= 8.249 mg.kg-1.h-1) and non-growth associated (ß = -1.660 mg.kg-1.h-1) coefficients for the modelling of ALA formation, and the Rp growth associated and the ALA formation associated on substrate consumption coefficient (YX/S = 0.132 and YP/S = 0.141) for the modelling of substrate consumption were evaluated. These values were then validated between the predicted data and the experimental data using the least square curve fitting analysis and the ordinary differential equation solver (ODE45) using the Matlab software
dc.description.sponsorshipFaculty of Chemical Engineering
dc.identifier.urihttp://openscience.utm.my/handle/123456789/1194
dc.language.isoen
dc.publisherUniversiti Teknologi Malaysia
dc.subjectBiochemical engineering—Research
dc.subjectSolid-state fermentation
dc.titleOptimisation and kinetic modelling for the production of 5-aminolevulinic acid by rhodopseudomonas palustris in the solid state fermentation
dc.typeThesis
dc.typeDataset
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The kinetic profile of the Rp NRRL B-4276 growth (Colony Forming unit, CFU) under optimised condition in SSF
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The Matlab script for the estimation of kinetic parameters with respect to the observed experimental data using ODE45 solver and lsqcurvefit tool for Rp growth model (for example: Logistic model)
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The Matlab script for the evaluation of how fitted of the proposed model to the experimental data for the growth of Rp model using the determination of coefficient, R2 (For example: Logistic Model)
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Comparison between Logistic and Gompertz model for the growth of Rp NRRL B-4276 growth in SSF under optimised condition
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The kinetic profile of the formation of 5-aminolevulinic acid (ALA) (mg/kg EFB) by Rp in SSF
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