Multi-objective optimization of succinic acid production from empty fruit bunch
Empty Fruit Bunch (EFB) produced in plantation mill activities in Malaysia creates a major disposal problem. On the other hand, sustainability issues have driven industries to overcome the depletion of fossil fuels and reduction of greenhouse gases emissions. Therefore, as a renewable source, EFB ca...
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Gadjah Mada University
2019
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my.utp.eprints.302512022-03-25T06:39:41Z Multi-objective optimization of succinic acid production from empty fruit bunch Hafyan, R.H. Prasetyo, W.D. Bhullar, L. Putra, Z.A. Bilad, M.R. Wirzal, M.D.H. Nordin, N.A.H.M. Empty Fruit Bunch (EFB) produced in plantation mill activities in Malaysia creates a major disposal problem. On the other hand, sustainability issues have driven industries to overcome the depletion of fossil fuels and reduction of greenhouse gases emissions. Therefore, as a renewable source, EFB can be an attractive option to address the above problems by converting it into fuels and chemicals. Succinic acid, one of 12 chemical building blocks identified by DOE to be used in synthesis of high-value materials, can be produced from biochemical conversion of the EFB. The present study evaluates succinic acid production process using EFB as the raw material from the perspective of three pillars of sustainability, namely economic, environment, and safety. Flowsheet modeling and techno-economic analysis methods are applied, followed by a multi-objective optimization using genetic algorithm method that simultaneously accounts for maximization of Net Present Value (NPV) and minimization of both Global Warming Potential (GWP) and Toxicity Damage Index (TDI). The pareto frontier reveals a trade-off among all objectives that the maximum NPV is 1,619 MMSD at the maximum EFB of 71,900 kg/hour. Meanwhile, the minimum GWP (12.4 kg CO2-eq/kg succinic acid) and TDI (4.5) are acquired at the minimum EFB of 50,000 kg/hour. © 2019, Gadjah Mada University. All rights reserved. Gadjah Mada University 2019 Article NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-85078422750&doi=10.22146%2fajche.50870&partnerID=40&md5=ce731efa77392fe4866cb3ca5fbc896e Hafyan, R.H. and Prasetyo, W.D. and Bhullar, L. and Putra, Z.A. and Bilad, M.R. and Wirzal, M.D.H. and Nordin, N.A.H.M. (2019) Multi-objective optimization of succinic acid production from empty fruit bunch. ASEAN Journal of Chemical Engineering, 19 (1). pp. 1-11. http://eprints.utp.edu.my/30251/ |
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Empty Fruit Bunch (EFB) produced in plantation mill activities in Malaysia creates a major disposal problem. On the other hand, sustainability issues have driven industries to overcome the depletion of fossil fuels and reduction of greenhouse gases emissions. Therefore, as a renewable source, EFB can be an attractive option to address the above problems by converting it into fuels and chemicals. Succinic acid, one of 12 chemical building blocks identified by DOE to be used in synthesis of high-value materials, can be produced from biochemical conversion of the EFB. The present study evaluates succinic acid production process using EFB as the raw material from the perspective of three pillars of sustainability, namely economic, environment, and safety. Flowsheet modeling and techno-economic analysis methods are applied, followed by a multi-objective optimization using genetic algorithm method that simultaneously accounts for maximization of Net Present Value (NPV) and minimization of both Global Warming Potential (GWP) and Toxicity Damage Index (TDI). The pareto frontier reveals a trade-off among all objectives that the maximum NPV is 1,619 MMSD at the maximum EFB of 71,900 kg/hour. Meanwhile, the minimum GWP (12.4 kg CO2-eq/kg succinic acid) and TDI (4.5) are acquired at the minimum EFB of 50,000 kg/hour. © 2019, Gadjah Mada University. All rights reserved. |
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Article |
author |
Hafyan, R.H. Prasetyo, W.D. Bhullar, L. Putra, Z.A. Bilad, M.R. Wirzal, M.D.H. Nordin, N.A.H.M. |
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Hafyan, R.H. Prasetyo, W.D. Bhullar, L. Putra, Z.A. Bilad, M.R. Wirzal, M.D.H. Nordin, N.A.H.M. Multi-objective optimization of succinic acid production from empty fruit bunch |
author_facet |
Hafyan, R.H. Prasetyo, W.D. Bhullar, L. Putra, Z.A. Bilad, M.R. Wirzal, M.D.H. Nordin, N.A.H.M. |
author_sort |
Hafyan, R.H. |
title |
Multi-objective optimization of succinic acid production from empty fruit bunch |
title_short |
Multi-objective optimization of succinic acid production from empty fruit bunch |
title_full |
Multi-objective optimization of succinic acid production from empty fruit bunch |
title_fullStr |
Multi-objective optimization of succinic acid production from empty fruit bunch |
title_full_unstemmed |
Multi-objective optimization of succinic acid production from empty fruit bunch |
title_sort |
multi-objective optimization of succinic acid production from empty fruit bunch |
publisher |
Gadjah Mada University |
publishDate |
2019 |
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https://www.scopus.com/inward/record.uri?eid=2-s2.0-85078422750&doi=10.22146%2fajche.50870&partnerID=40&md5=ce731efa77392fe4866cb3ca5fbc896e http://eprints.utp.edu.my/30251/ |
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