DETERMINING THE OPTIMUM OPERATING CONDITIONS FOR ENHANCING CITRIC ACID YIELD USING RESPONSE SURFACE METHODOLOGY
pharmaceuticals, and cleaning agents. Commercial production of citric acid is still dominated by submerged fermentation methods, but solid-state fermentation shows greater potential, including higher citric acid yield, lower energy requirements, and the utilization of agro-industrial waste as sub...
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id-itb.:819822024-07-05T11:01:37ZDETERMINING THE OPTIMUM OPERATING CONDITIONS FOR ENHANCING CITRIC ACID YIELD USING RESPONSE SURFACE METHODOLOGY Zafira Rachman, Nashwa Indonesia Final Project Citric acid, Central Composite Design, operating condition, optimum, Response Surface Methodology INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/81982 pharmaceuticals, and cleaning agents. Commercial production of citric acid is still dominated by submerged fermentation methods, but solid-state fermentation shows greater potential, including higher citric acid yield, lower energy requirements, and the utilization of agro-industrial waste as substrates. The aim of this study is to determine the best operating conditions to enhance citric acid yield in solid-state fermentation using Response Surface Methodology (RSM). The solid-state fermentation was carried out using cassava bagasse, which contains 81,67% starch, and biocatalyst Aspergillus niger. In this study, a three-level, four-variable design of RSM comprising 26 experimental runs was conducted in duplicate. The experiments were used to develop a statistical model that can generate optimum operating conditions, including methanol concentration, amount of medium, glucose concentration, and fermentation time. The evaluation of optimum conditions for citric acid production was conducted using the RSM, Central Composite Design (CCD) method. The results of the ANOVA analysis indicated that four factors significantly affected citric acid yield: the amount of medium, methanol concentration, the quadratic term of fermentation time, and the interaction between the amount of medium and methanol addition. The interaction between operating condition factors is displayed in the surface plot. Optimization results using Minitab indicated that the operating conditions of 13 mL medium, 0,5% methanol concentration, and 8 days of fermentation could yield 7,21 mg/g substrate of citric acid. text |
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pharmaceuticals, and cleaning agents. Commercial production of citric acid is still
dominated by submerged fermentation methods, but solid-state fermentation shows
greater potential, including higher citric acid yield, lower energy requirements, and the
utilization of agro-industrial waste as substrates. The aim of this study is to determine the
best operating conditions to enhance citric acid yield in solid-state fermentation using
Response Surface Methodology (RSM). The solid-state fermentation was carried out
using cassava bagasse, which contains 81,67% starch, and biocatalyst Aspergillus niger.
In this study, a three-level, four-variable design of RSM comprising 26 experimental runs
was conducted in duplicate. The experiments were used to develop a statistical model that
can generate optimum operating conditions, including methanol concentration, amount
of medium, glucose concentration, and fermentation time. The evaluation of optimum
conditions for citric acid production was conducted using the RSM, Central Composite
Design (CCD) method. The results of the ANOVA analysis indicated that four factors
significantly affected citric acid yield: the amount of medium, methanol concentration,
the quadratic term of fermentation time, and the interaction between the amount of
medium and methanol addition. The interaction between operating condition factors is
displayed in the surface plot. Optimization results using Minitab indicated that the
operating conditions of 13 mL medium, 0,5% methanol concentration, and 8 days of
fermentation could yield 7,21 mg/g substrate of citric acid. |
format |
Final Project |
author |
Zafira Rachman, Nashwa |
spellingShingle |
Zafira Rachman, Nashwa DETERMINING THE OPTIMUM OPERATING CONDITIONS FOR ENHANCING CITRIC ACID YIELD USING RESPONSE SURFACE METHODOLOGY |
author_facet |
Zafira Rachman, Nashwa |
author_sort |
Zafira Rachman, Nashwa |
title |
DETERMINING THE OPTIMUM OPERATING CONDITIONS FOR ENHANCING CITRIC ACID YIELD USING RESPONSE SURFACE METHODOLOGY |
title_short |
DETERMINING THE OPTIMUM OPERATING CONDITIONS FOR ENHANCING CITRIC ACID YIELD USING RESPONSE SURFACE METHODOLOGY |
title_full |
DETERMINING THE OPTIMUM OPERATING CONDITIONS FOR ENHANCING CITRIC ACID YIELD USING RESPONSE SURFACE METHODOLOGY |
title_fullStr |
DETERMINING THE OPTIMUM OPERATING CONDITIONS FOR ENHANCING CITRIC ACID YIELD USING RESPONSE SURFACE METHODOLOGY |
title_full_unstemmed |
DETERMINING THE OPTIMUM OPERATING CONDITIONS FOR ENHANCING CITRIC ACID YIELD USING RESPONSE SURFACE METHODOLOGY |
title_sort |
determining the optimum operating conditions for enhancing citric acid yield using response surface methodology |
url |
https://digilib.itb.ac.id/gdl/view/81982 |
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1822997510282543104 |