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DEVELOPMENT OF A COMPUTER-AIDED PRODUCT DESIGN TOOL FOR SUSTAINABLE CHEMICAL PRODUCT DEVELOPMENT
DEVELOPMENT OF A COMPUTER-AIDED PRODUCT DESIGN TOOL FOR SUSTAINABLE CHEMICAL PRODUCT DEVELOPMENT
SANTOS, M. TELES DOS; GERBAUD, V.
Artigo:
A computer aided product design (CAPD) tool was developed aiming to find bio-based molecules that match a set of desired properties. Molecules are represented by molecular graphs that are split into basic groups by automatic decomposition methods. These groups are further used for property predictions using Group Contributions methods by the property calculation component, a Dynamic-Link Library (DLL) that handles properties predictions for each candidate molecule generated by the search component. The search component uses a Genetic Algorithm to generate/modify molecular structures and search for molecules/mixtures that satisfy the desired properties. The capabilities of the tool are illustrated through a case study aiming to find chlorinated paraffin substitutes using levulinic acid as building block for alternative molecules.
A computer aided product design (CAPD) tool was developed aiming to find bio-based molecules that match a set of desired properties. Molecules are represented by molecular graphs that are split into basic groups by automatic decomposition methods. These groups are further used for property predictions using Group Contributions methods by the property calculation component, a Dynamic-Link Library (DLL) that handles properties predictions for each candidate molecule generated by the search component. The search component uses a Genetic Algorithm to generate/modify molecular structures and search for molecules/mixtures that satisfy the desired properties. The capabilities of the tool are illustrated through a case study aiming to find chlorinated paraffin substitutes using levulinic acid as building block for alternative molecules.
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DOI: 10.5151/chemeng-cobeq2014-1867-17111-188642
Referências bibliográficas
- [1] BAYEN, S.; OBBARD, J.P.; THOMAS, G.O. Chlorinated paraffins: A review of analysis and environmental occurrence. Environ. Int., v. 32, p. 915–929, 2006.
- [2] BOZELL, J.J.; MOENS, L.; ELLIOTT, D.C.; WANG, Y.; NEUENSCWANDER, G.G.; FITZPATRICK, S.W.; BILSKI, R.J.; JARNEFELD, J.L. Production of levulinic acid and use as a platform chemical for derived products. Resour. Conserv. Recycl., v. 28, p. 227-239, 2000.
- [3] ECHA: European Chemicals Agency, 2009. Background document for alkanes, C10-13,chloro (SCCPs). GANI, R. Chemical product design: challenges and opportunities. Comput. Chem. Eng., v. 28, p. 2441–2457, 2004.
- [4] HEINTZ, J.; BELAUD, J-P.; GERBAUD, V. Chemical enterprise model and decision-making framework for sustainable chemical product design. Comput. Ind., v. 65, p. 505–520, 2014.
- [5] HEINTZ, J.; TOUCHE, I.; TELES DOS SANTOS, M.; GERBAUD, V. An integrated framework for product formulation by computer aided mixture design. Computer Aided Chemical Engineering, v. 30, p. 702-706, 2012.
- [6] HUKKERIKAR, A.S.; SARUP, B.; KATE, A.T.; ABILDSKOV, J.; SIN, G.; GANI, R. Group-contribution+ (GC+) based estimation of properties of pure components: Improved property estimation and uncertainty analysis. Fluid Phase Equilib., v. 321, p. 25-43, 2012.
- [7] JOBACK, R.; REID, R.C. Estimation of Pure-Component Properties from Group-Contributions. Chem. Eng. Comm., v. 57, p. 233-243, 1987.
Como citar:
SANTOS, M. TELES DOS; GERBAUD, V.; "DEVELOPMENT OF A COMPUTER-AIDED PRODUCT DESIGN TOOL FOR SUSTAINABLE CHEMICAL PRODUCT DEVELOPMENT", p-12912-12919.
In: Anais do XX Congresso Brasileiro de Engenharia Química - COBEQ 2014 [= Blucher Chemical Engineering Proceedings, v.1, n.2].
São Paulo: Blucher,
2015.
ISSN 23591757,
DOI 10.5151/chemeng-cobeq2014-1867-17111-188642
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TY - CONF T1 - DEVELOPMENT OF A COMPUTER-AIDED PRODUCT DESIGN TOOL FOR SUSTAINABLE CHEMICAL PRODUCT DEVELOPMENT JO - Blucher Chemical Engineering Proceedings VL - 1 IS - 2 SP - 12912 EP - 12919 PY - 2015 T2 - XX Congresso Brasileiro de Engenharia Química AU - , SN - 23591757 DO - http://dx.doi.org/10.5151/chemeng-cobeq2014-1867-17111-188642 UR - www.proceedings.blucher.com.br/article-details/development-of-a-computer-aided-product-design-tool-for-sustainable-chemical-product-development-18255 KW - ER -
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@article{SANTOS20144,
title="DEVELOPMENT OF A COMPUTER-AIDED PRODUCT DESIGN TOOL FOR SUSTAINABLE CHEMICAL PRODUCT DEVELOPMENT",
journal="Blucher Chemical Engineering Proceedings",
volume="1",
number="2",
pages="12912 - 12919",
year="2015",
note="",
issn="23591757",
doi="http://dx.doi.org/10.5151/chemeng-cobeq2014-1867-17111-188642",
url="www.proceedings.blucher.com.br/article-details/development-of-a-computer-aided-product-design-tool-for-sustainable-chemical-product-development-18255",
author="M. TELES DOS SANTOS", "V. GERBAUD",
keywords="",
}
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M. TELES DOS SANTOS, V. GERBAUD, DEVELOPMENT OF A COMPUTER-AIDED PRODUCT DESIGN TOOL FOR SUSTAINABLE CHEMICAL PRODUCT DEVELOPMENT, Blucher Chemical Engineering Proceedings, Volume 1, 2015, Pages 12912-12919, ISSN 23591757, http://dx.doi.org/10.5151/chemeng-cobeq2014-1867-17111-188642 (www.proceedings.blucher.com.br/article-details/development-of-a-computer-aided-product-design-tool-for-sustainable-chemical-product-development-18255) Palavras-chave:: ;