DETERMINING THE OPTIMUM OPERATING CONDITIONS FOR ENHANCING CITRIC ACID YIELD USING RESPONSE SURFACE METHODOLOGY

Citric acid is one of the important commodities widely applied in industries such as food, 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...

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Main Author: Rizka Widyanti, Allysa
Format: Final Project
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/81975
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:81975
spelling id-itb.:819752024-07-05T10:56:57ZDETERMINING THE OPTIMUM OPERATING CONDITIONS FOR ENHANCING CITRIC ACID YIELD USING RESPONSE SURFACE METHODOLOGY Rizka Widyanti, Allysa Indonesia Final Project Citric acid, Central Composite Design, operating condition, optimum, Response Surface Methodology INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/81975 Citric acid is one of the important commodities widely applied in industries such as food, 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
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description Citric acid is one of the important commodities widely applied in industries such as food, 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 Rizka Widyanti, Allysa
spellingShingle Rizka Widyanti, Allysa
DETERMINING THE OPTIMUM OPERATING CONDITIONS FOR ENHANCING CITRIC ACID YIELD USING RESPONSE SURFACE METHODOLOGY
author_facet Rizka Widyanti, Allysa
author_sort Rizka Widyanti, Allysa
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/81975
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