Effect of flocculation on lipid extraction from Chlorella Vulgaris UTEX 1803 using response surface methodology
Microalgae are an attractive source of metabolites, such as lipids, proteins, pigments and carbohydrates, of potential interest to the pharmaceutical, food and energy sectors. The aim of this study was to evaluate the effect of flocculation on lipid extraction from Chlorella Vulgaris. A 33 experimen...
- Autores:
-
González-Delgado, Angel Darío
Barajas Solano, andres F
ZUORRO, Antonio
Mena Lopez, Nelson Osvaldo
Ortegón Diaz, Manuel Alejandro
Garcia, Janet Bibiana
Lavecchia, Roberto
- Tipo de recurso:
- Article of journal
- Fecha de publicación:
- 2019
- Institución:
- Universidad Francisco de Paula Santander
- Repositorio:
- Repositorio Digital UFPS
- Idioma:
- eng
- OAI Identifier:
- oai:repositorio.ufps.edu.co:ufps/526
- Acceso en línea:
- http://repositorio.ufps.edu.co/handle/ufps/526
- Palabra clave:
- Chlorella vulgaris
Flocculation
Lipid extraction
Microalgae
Sedimentation
- Rights
- openAccess
- License
- School of Engineering, Taylor’s University
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Effect of flocculation on lipid extraction from Chlorella Vulgaris UTEX 1803 using response surface methodology |
| title |
Effect of flocculation on lipid extraction from Chlorella Vulgaris UTEX 1803 using response surface methodology |
| spellingShingle |
Effect of flocculation on lipid extraction from Chlorella Vulgaris UTEX 1803 using response surface methodology Chlorella vulgaris Flocculation Lipid extraction Microalgae Sedimentation |
| title_short |
Effect of flocculation on lipid extraction from Chlorella Vulgaris UTEX 1803 using response surface methodology |
| title_full |
Effect of flocculation on lipid extraction from Chlorella Vulgaris UTEX 1803 using response surface methodology |
| title_fullStr |
Effect of flocculation on lipid extraction from Chlorella Vulgaris UTEX 1803 using response surface methodology |
| title_full_unstemmed |
Effect of flocculation on lipid extraction from Chlorella Vulgaris UTEX 1803 using response surface methodology |
| title_sort |
Effect of flocculation on lipid extraction from Chlorella Vulgaris UTEX 1803 using response surface methodology |
| dc.creator.fl_str_mv |
González-Delgado, Angel Darío Barajas Solano, andres F ZUORRO, Antonio Mena Lopez, Nelson Osvaldo Ortegón Diaz, Manuel Alejandro Garcia, Janet Bibiana Lavecchia, Roberto |
| dc.contributor.author.none.fl_str_mv |
González-Delgado, Angel Darío Barajas Solano, andres F ZUORRO, Antonio Mena Lopez, Nelson Osvaldo Ortegón Diaz, Manuel Alejandro Garcia, Janet Bibiana Lavecchia, Roberto |
| dc.subject.proposal.eng.fl_str_mv |
Chlorella vulgaris Flocculation Lipid extraction Microalgae Sedimentation |
| topic |
Chlorella vulgaris Flocculation Lipid extraction Microalgae Sedimentation |
| description |
Microalgae are an attractive source of metabolites, such as lipids, proteins, pigments and carbohydrates, of potential interest to the pharmaceutical, food and energy sectors. The aim of this study was to evaluate the effect of flocculation on lipid extraction from Chlorella Vulgaris. A 33 experimental design was performed with STATISTICA 7.0 software in order to determine the effects of flocculant (AlCl3) addition, pH and time. The best strategy of pH adjustmentflocculant addition was evaluated, followed by lipid extraction under optimal conditions. pH adjustment after the addition of flocculant provided higher flocculation efficiencies (87.2-98.9%) compared to adjustments made before adding the flocculant (67.8-85.9%). Experiments performed according to the experimental design led to a flocculation efficiency of 99.7% when 100 mg/L of AlCl3, pH 7 and a cultivation time of 18.3 days were used. The percentage of a lipid extract from the flocculated biomass was 2.7% and the flocculant did not affect the production of fatty acid methyl esters. |
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2019 |
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2019-02 |
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2021-10-30T21:43:17Z |
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2021-10-30T21:43:17Z |
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Artículo de revista |
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http://purl.org/coar/resource_type/c_2df8fbb1 |
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http://purl.org/coar/version/c_970fb48d4fbd8a85 |
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Text |
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info:eu-repo/semantics/article |
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eng |
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eng |
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Journal of Engineering Science and Technology ISSN: 1823-4690, 2019 vol:14 fasc: 1 págs: 181 - 192 |
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Vol. 14, No. 1 (2019) |
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192 |
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1 (2019) |
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181 |
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14 |
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Mena Lopez, N. O., Ortegón Diaz, M. A., Gonzalez Delgado, A. D., Garcia, J. B., Barajas Solano, A. F., Lavecchia, R. y Zuorro, A. (2019). Effect of flocculation on lipid extraction from Chlorella Vulgaris UTEX 1803 using response surface methodology. Journal of Engineering Science and Technology, 14(1), 193–206. http://jestec.taylors.edu.my/Vol%2014%20issue%201%20February%202019/14_1_13.pdf |
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Journal of Engineering Science and Technology |
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School of Engineering, Taylor’s University |
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openAccess |
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12 páginas |
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application/pdf |
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Journal of Engineering Science and Technology |
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Malasia |
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http://jestec.taylors.edu.my/Vol%2014%20issue%201%20February%202019/14_1_13.pdf |
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González-Delgado, Angel Darío0102ed6cc17aae314ed4ababae07d17c600Barajas Solano, andres F7237a5ca918751f9d045f15b62fd2f1f600ZUORRO, Antonio1d9ebb9bdc0d09156364b9fd1169276a600Mena Lopez, Nelson Osvaldo255bbdcfdcc8e351d995eb9de46fec19Ortegón Diaz, Manuel Alejandro87685aa1e708a1fc7cf7b6279967e75aGarcia, Janet Bibiana07923e3389ba50c1e20dbd815fa8ebb1Lavecchia, Roberto8033d5a4f3e830d04dbedcb031c65dc72021-10-30T21:43:17Z2021-10-30T21:43:17Z2019-02http://repositorio.ufps.edu.co/handle/ufps/526Microalgae are an attractive source of metabolites, such as lipids, proteins, pigments and carbohydrates, of potential interest to the pharmaceutical, food and energy sectors. The aim of this study was to evaluate the effect of flocculation on lipid extraction from Chlorella Vulgaris. A 33 experimental design was performed with STATISTICA 7.0 software in order to determine the effects of flocculant (AlCl3) addition, pH and time. The best strategy of pH adjustmentflocculant addition was evaluated, followed by lipid extraction under optimal conditions. pH adjustment after the addition of flocculant provided higher flocculation efficiencies (87.2-98.9%) compared to adjustments made before adding the flocculant (67.8-85.9%). Experiments performed according to the experimental design led to a flocculation efficiency of 99.7% when 100 mg/L of AlCl3, pH 7 and a cultivation time of 18.3 days were used. The percentage of a lipid extract from the flocculated biomass was 2.7% and the flocculant did not affect the production of fatty acid methyl esters.12 páginasapplication/pdfengJournal of Engineering Science and TechnologyMalasiaJournal of Engineering Science and Technology ISSN: 1823-4690, 2019 vol:14 fasc: 1 págs: 181 - 192Vol. 14, No. 1 (2019)1921 (2019)18114Mena Lopez, N. O., Ortegón Diaz, M. A., Gonzalez Delgado, A. D., Garcia, J. B., Barajas Solano, A. F., Lavecchia, R. y Zuorro, A. (2019). Effect of flocculation on lipid extraction from Chlorella Vulgaris UTEX 1803 using response surface methodology. Journal of Engineering Science and Technology, 14(1), 193–206. http://jestec.taylors.edu.my/Vol%2014%20issue%201%20February%202019/14_1_13.pdfJournal of Engineering Science and TechnologySchool of Engineering, Taylor’s Universityinfo:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2http://jestec.taylors.edu.my/Vol%2014%20issue%201%20February%202019/14_1_13.pdfEffect of flocculation on lipid extraction from Chlorella Vulgaris UTEX 1803 using response surface methodologyArtículo de revistahttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1Textinfo:eu-repo/semantics/articlehttp://purl.org/redcol/resource_type/ARTinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/version/c_970fb48d4fbd8a85Chlorella vulgarisFlocculationLipid extractionMicroalgaeSedimentationMani, V.; Abhilasha; Gunasekar; Lavanya; and Sankaranarayanan, S. (2017). IoT based smart energy management system. International Journal of Applied Engineering Research, 12(16), 5455-5462.Abas, N.; Kalair, A.; and Khan, N. (2015). Review of fossil fuels and future energy technologies. Futures, 69, 31-49.Moriarty, P.; and Honnery, D. (2016). Can renewable energy power the future? Energy Policy, 93, 3-7.Brannstrom, H.; Kumar, H.; and Alen, R. (2018). Current and potential biofuel production from plant oils. Bioenergy Research, 11(3), 592-613.Show, K.-Y.; Yan, Y.; Ling, M.; Ye, G.; Li, T.; and Lee, D.-J. (2018). Hydrogen production from algal biomass - Advances, challenges and prospects. Bioresource Technology, 257, 290-300.Joshi, G.; Pandey, J.K.; Rana, S.; and Rawat, D.S. (2017). Challenges and opportunities for the application of biofuel. Renewable and Sustainable Energy Reviews, 79, 850-866.Gaurav, N.; Sivasankari, S.; Kiran, G.S.; Ninawea, A.; and Selvinb, J. (2017). Utilization of bioresources for sustainable biofuels: A review. 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 incorporada en las Obras Colectivas.

b.	Distribuir copias o fonogramas de las Obras, exhibirlas públicamente, ejecutarlas públicamente y/o ponerlas a disposición pública, incluyéndolas como incorporadas en Obras Colectivas, según corresponda.

c.	Distribuir copias de las Obras Derivadas que se generen, exhibirlas públicamente, ejecutarlas públicamente y/o ponerlas a disposición pública.
Los derechos mencionados anteriormente pueden ser ejercidos en todos los medios y formatos, actualmente conocidos o que se inventen en el futuro. Los derechos antes mencionados incluyen el derecho a realizar dichas modificaciones en la medida que sean técnicamente necesarias para ejercer los derechos en otro medio o formatos, pero de otra manera usted no está autorizado para realizar obras derivadas. Todos los derechos no otorgados expresamente por el Licenciante quedan por este medio reservados, incluyendo pero sin limitarse a aquellos que se mencionan en las secciones 4(d) y 4(e).

4. Restricciones.
La licencia otorgada en la anterior Sección 3 está expresamente sujeta y limitada por las siguientes restricciones:

a.	Usted puede distribuir, exhibir públicamente, ejecutar públicamente, o poner a disposición pública la Obra sólo bajo las condiciones de esta Licencia, y Usted debe incluir una copia de esta licencia o del Identificador Universal de Recursos de la misma con cada copia de la Obra que distribuya, exhiba públicamente, ejecute públicamente o ponga a disposición pública. No es posible ofrecer o imponer ninguna condición sobre la Obra que altere o limite las condiciones de esta Licencia o el ejercicio de los derechos de los destinatarios otorgados en este documento. No es posible sublicenciar la Obra. Usted debe mantener intactos todos los avisos que hagan referencia a esta Licencia y a la cláusula de limitación de garantías. Usted no puede distribuir, exhibir públicamente, ejecutar públicamente, o poner a disposición pública la Obra con alguna medida tecnológica que controle el acceso o la utilización de ella de una forma que sea inconsistente con las condiciones de esta Licencia. Lo anterior se aplica a la Obra incorporada a una Obra Colectiva, pero esto no exige que la Obra Colectiva aparte de la obra misma quede sujeta a las condiciones de esta Licencia. Si Usted crea una Obra Colectiva, previo aviso de cualquier Licenciante debe, en la medida de lo posible, eliminar de la Obra Colectiva cualquier referencia a dicho Licenciante o al Autor Original, según lo solicitado por el Licenciante y conforme lo exige la cláusula 4(c).

b.	Usted no puede ejercer ninguno de los derechos que le han sido otorgados en la Sección 3 precedente de modo que estén principalmente destinados o directamente dirigidos a conseguir un provecho comercial o una compensación monetaria privada. El intercambio de la Obra por otras obras protegidas por derechos de autor, ya sea a través de un sistema para compartir archivos digitales (digital file-sharing) o de cualquier otra manera no será considerado como estar destinado principalmente o dirigido directamente a conseguir un provecho comercial o una compensación monetaria privada, siempre que no se realice un pago mediante una compensación monetaria en relación con el intercambio de obras protegidas por el derecho de autor.

c.	Si usted distribuye, exhibe públicamente, ejecuta públicamente o ejecuta públicamente en forma digital la Obra o cualquier Obra Derivada u Obra Colectiva, Usted debe mantener intacta toda la información de derecho de autor de la Obra y proporcionar, de forma razonable según el medio o manera que Usted esté utilizando: (i) el nombre del Autor Original si está provisto (o seudónimo, si fuere aplicable), y/o (ii) el nombre de la parte o las partes que el Autor Original y/o el Licenciante hubieren designado para la atribución (v.g., un instituto patrocinador, editorial, publicación) en la información de los derechos de autor del Licenciante, términos de servicios o de otras formas razonables; el título de la Obra si está provisto; en la medida de lo razonablemente factible y, si está provisto, el Identificador Uniforme de Recursos (Uniform Resource Identifier) que el Licenciante especifica para ser asociado con la Obra, salvo que tal URI no se refiera a la nota sobre los derechos de autor o a la información sobre el licenciamiento de la Obra; y en el caso de una Obra Derivada, atribuir el crédito identificando el uso de la Obra en la Obra Derivada (v.g., "Traducción Francesa de la Obra del Autor Original," o "Guión Cinematográfico basado en la Obra original del Autor Original"). Tal crédito puede ser implementado de cualquier forma razonable; en el caso, sin embargo, de Obras Derivadas u Obras Colectivas, tal crédito aparecerá, como mínimo, donde aparece el crédito de cualquier otro autor comparable y de una manera, al menos, tan destacada como el crédito de otro autor comparable.

d.	Para evitar toda confusión, el Licenciante aclara que, cuando la obra es una composición musical:

i.	Regalías por interpretación y ejecución bajo licencias generales. El Licenciante se reserva el derecho exclusivo de autorizar la ejecución pública o la ejecución pública digital de la obra y de recolectar, sea individualmente o a través de una sociedad de gestión colectiva de derechos de autor y derechos conexos (por ejemplo, SAYCO), las regalías por la ejecución pública o por la ejecución pública digital de la obra (por ejemplo Webcast) licenciada bajo licencias generales, si la interpretación o ejecución de la obra está primordialmente orientada por o dirigida a la obtención de una ventaja comercial o una compensación monetaria privada.

ii.	Regalías por Fonogramas. El Licenciante se reserva el derecho exclusivo de recolectar, individualmente o a través de una sociedad de gestión colectiva de derechos de autor y derechos conexos (por ejemplo, los consagrados por la SAYCO), una agencia de derechos musicales o algún agente designado, las regalías por cualquier fonograma que Usted cree a partir de la obra (“versión cover”) y distribuya, en los términos del régimen de derechos de autor, si la creación o distribución de esa versión cover está primordialmente destinada o dirigida a obtener una ventaja comercial o una compensación monetaria privada.

e.	Gestión de Derechos de Autor sobre Interpretaciones y Ejecuciones Digitales (WebCasting). Para evitar toda confusión, el Licenciante aclara que, cuando la obra sea un fonograma, el Licenciante se reserva el derecho exclusivo de autorizar la ejecución pública digital de la obra (por ejemplo, webcast) y de recolectar, individualmente o a través de una sociedad de gestión colectiva de derechos de autor y derechos conexos (por ejemplo, ACINPRO), las regalías por la ejecución pública digital de la obra (por ejemplo, webcast), sujeta a las disposiciones aplicables del régimen de Derecho de Autor, si esta ejecución pública digital está primordialmente dirigida a obtener una ventaja comercial o una compensación monetaria privada.

5. Representaciones, Garantías y Limitaciones de Responsabilidad.
A MENOS QUE LAS PARTES LO ACORDARAN DE OTRA FORMA POR ESCRITO, EL LICENCIANTE OFRECE LA OBRA (EN EL ESTADO EN EL QUE SE ENCUENTRA) “TAL CUAL”, SIN BRINDAR GARANTÍAS DE CLASE ALGUNA RESPECTO DE LA OBRA, YA SEA EXPRESA, IMPLÍCITA, LEGAL O CUALQUIERA OTRA, INCLUYENDO, SIN LIMITARSE A ELLAS, GARANTÍAS DE TITULARIDAD, COMERCIABILIDAD, ADAPTABILIDAD O ADECUACIÓN A PROPÓSITO DETERMINADO, AUSENCIA DE INFRACCIÓN, DE AUSENCIA DE DEFECTOS LATENTES O DE OTRO TIPO, O LA PRESENCIA O AUSENCIA DE ERRORES, SEAN O NO DESCUBRIBLES (PUEDAN O NO SER ESTOS DESCUBIERTOS). ALGUNAS JURISDICCIONES NO PERMITEN LA EXCLUSIÓN DE GARANTÍAS IMPLÍCITAS, EN CUYO CASO ESTA EXCLUSIÓN PUEDE NO APLICARSE A USTED.

6. Limitación de responsabilidad.
A MENOS QUE LO EXIJA EXPRESAMENTE LA LEY APLICABLE, EL LICENCIANTE NO SERÁ RESPONSABLE ANTE USTED POR DAÑO ALGUNO, SEA POR RESPONSABILIDAD EXTRACONTRACTUAL, PRECONTRACTUAL O CONTRACTUAL, OBJETIVA O SUBJETIVA, SE TRATE DE DAÑOS MORALES O PATRIMONIALES, DIRECTOS O INDIRECTOS, PREVISTOS O IMPREVISTOS PRODUCIDOS POR EL USO DE ESTA LICENCIA O DE LA OBRA, AUN CUANDO EL LICENCIANTE HAYA SIDO ADVERTIDO DE LA POSIBILIDAD DE DICHOS DAÑOS. ALGUNAS LEYES NO PERMITEN LA EXCLUSIÓN DE CIERTA RESPONSABILIDAD, EN CUYO CASO ESTA EXCLUSIÓN PUEDE NO APLICARSE A USTED.

7. Término.

a.	Esta Licencia y los derechos otorgados en virtud de ella terminarán automáticamente si Usted infringe alguna condición establecida en ella. Sin embargo, los individuos o entidades que han recibido Obras Derivadas o Colectivas de Usted de conformidad con esta Licencia, no verán terminadas sus licencias, siempre que estos individuos o entidades sigan cumpliendo íntegramente las condiciones de estas licencias. Las Secciones 1, 2, 5, 6, 7, y 8 subsistirán a cualquier terminación de esta Licencia.

b.	Sujeta a las condiciones y términos anteriores, la licencia otorgada aquí es perpetua (durante el período de vigencia de los derechos de autor de la obra). No obstante lo anterior, el Licenciante se reserva el derecho a publicar y/o estrenar la Obra bajo condiciones de licencia diferentes o a dejar de distribuirla en los términos de esta Licencia en cualquier momento; en el entendido, sin embargo, que esa elección no servirá para revocar esta licencia o que deba ser otorgada , bajo los términos de esta licencia), y esta licencia continuará en pleno vigor y efecto a menos que sea terminada como se expresa atrás. La Licencia revocada continuará siendo plenamente vigente y efectiva si no se le da término en las condiciones indicadas anteriormente.

8. Varios.

a.	Cada vez que Usted distribuya o ponga a disposición pública la Obra o una Obra Colectiva, el Licenciante ofrecerá al destinatario una licencia en los mismos términos y condiciones que la licencia otorgada a Usted bajo esta Licencia.

b.	Si alguna disposición de esta Licencia resulta invalidada o no exigible, según la legislación vigente, esto no afectará ni la validez ni la aplicabilidad del resto de condiciones de esta Licencia y, sin acción adicional por parte de los sujetos de este acuerdo, aquélla se entenderá reformada lo mínimo necesario para hacer que dicha disposición sea válida y exigible.

c.	Ningún término o disposición de esta Licencia se estimará renunciada y ninguna violación de ella será consentida a menos que esa renuncia o consentimiento sea otorgado por escrito y firmado por la parte que renuncie o consienta.

d.	Esta Licencia refleja el acuerdo pleno entre las partes respecto a la Obra aquí licenciada. No hay arreglos, acuerdos o declaraciones respecto a la Obra que no estén especificados en este documento. El Licenciante no se verá limitado por ninguna disposición adicional que pueda surgir en alguna comunicación emanada de Usted. Esta Licencia no puede ser modificada sin el consentimiento mutuo por escrito del Licenciante y Usted.
0000-0001-8100-88880102ed6cc17aae314ed4ababae07d17c6000000-0003-2765-91317237a5ca918751f9d045f15b62fd2f1f6000000-0002-8173-38091d9ebb9bdc0d09156364b9fd1169276a600 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