Cargando…

Factors Affecting Microalgae Production for Biofuels and the Potentials of Chemometric Methods in Assessing and Optimizing Productivity

Microalgae are swift replicating photosynthetic microorganisms with several applications for food, chemicals, medicine and fuel. Microalgae have been identified to be suitable for biofuels production, due to their high lipid contents. Microalgae-based biofuels have the potential to meet the increasi...

Descripción completa

Detalles Bibliográficos
Autores principales: Musa, Mutah, Ayoko, Godwin A., Ward, Andrew, Rösch, Christine, Brown, Richard J., Rainey, Thomas J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6721732/
https://www.ncbi.nlm.nih.gov/pubmed/31394865
http://dx.doi.org/10.3390/cells8080851
_version_ 1783448409432129536
author Musa, Mutah
Ayoko, Godwin A.
Ward, Andrew
Rösch, Christine
Brown, Richard J.
Rainey, Thomas J.
author_facet Musa, Mutah
Ayoko, Godwin A.
Ward, Andrew
Rösch, Christine
Brown, Richard J.
Rainey, Thomas J.
author_sort Musa, Mutah
collection PubMed
description Microalgae are swift replicating photosynthetic microorganisms with several applications for food, chemicals, medicine and fuel. Microalgae have been identified to be suitable for biofuels production, due to their high lipid contents. Microalgae-based biofuels have the potential to meet the increasing energy demands and reduce greenhouse gas (GHG) emissions. However, the present state of technology does not economically support sustainable large-scale production. The biofuel production process comprises the upstream and downstream processing phases, with several uncertainties involved. This review examines the various production and processing stages, and considers the use of chemometric methods in identifying and understanding relationships from measured study parameters via statistical methods, across microalgae production stages. This approach enables collection of relevant information for system performance assessment. The principal benefit of such analysis is the identification of the key contributing factors, useful for decision makers to improve system design, operation and process economics. Chemometrics proffers options for time saving in data analysis, as well as efficient process optimization, which could be relevant for the continuous growth of the microalgae industry.
format Online
Article
Text
id pubmed-6721732
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-67217322019-09-10 Factors Affecting Microalgae Production for Biofuels and the Potentials of Chemometric Methods in Assessing and Optimizing Productivity Musa, Mutah Ayoko, Godwin A. Ward, Andrew Rösch, Christine Brown, Richard J. Rainey, Thomas J. Cells Review Microalgae are swift replicating photosynthetic microorganisms with several applications for food, chemicals, medicine and fuel. Microalgae have been identified to be suitable for biofuels production, due to their high lipid contents. Microalgae-based biofuels have the potential to meet the increasing energy demands and reduce greenhouse gas (GHG) emissions. However, the present state of technology does not economically support sustainable large-scale production. The biofuel production process comprises the upstream and downstream processing phases, with several uncertainties involved. This review examines the various production and processing stages, and considers the use of chemometric methods in identifying and understanding relationships from measured study parameters via statistical methods, across microalgae production stages. This approach enables collection of relevant information for system performance assessment. The principal benefit of such analysis is the identification of the key contributing factors, useful for decision makers to improve system design, operation and process economics. Chemometrics proffers options for time saving in data analysis, as well as efficient process optimization, which could be relevant for the continuous growth of the microalgae industry. MDPI 2019-08-07 /pmc/articles/PMC6721732/ /pubmed/31394865 http://dx.doi.org/10.3390/cells8080851 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Musa, Mutah
Ayoko, Godwin A.
Ward, Andrew
Rösch, Christine
Brown, Richard J.
Rainey, Thomas J.
Factors Affecting Microalgae Production for Biofuels and the Potentials of Chemometric Methods in Assessing and Optimizing Productivity
title Factors Affecting Microalgae Production for Biofuels and the Potentials of Chemometric Methods in Assessing and Optimizing Productivity
title_full Factors Affecting Microalgae Production for Biofuels and the Potentials of Chemometric Methods in Assessing and Optimizing Productivity
title_fullStr Factors Affecting Microalgae Production for Biofuels and the Potentials of Chemometric Methods in Assessing and Optimizing Productivity
title_full_unstemmed Factors Affecting Microalgae Production for Biofuels and the Potentials of Chemometric Methods in Assessing and Optimizing Productivity
title_short Factors Affecting Microalgae Production for Biofuels and the Potentials of Chemometric Methods in Assessing and Optimizing Productivity
title_sort factors affecting microalgae production for biofuels and the potentials of chemometric methods in assessing and optimizing productivity
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6721732/
https://www.ncbi.nlm.nih.gov/pubmed/31394865
http://dx.doi.org/10.3390/cells8080851
work_keys_str_mv AT musamutah factorsaffectingmicroalgaeproductionforbiofuelsandthepotentialsofchemometricmethodsinassessingandoptimizingproductivity
AT ayokogodwina factorsaffectingmicroalgaeproductionforbiofuelsandthepotentialsofchemometricmethodsinassessingandoptimizingproductivity
AT wardandrew factorsaffectingmicroalgaeproductionforbiofuelsandthepotentialsofchemometricmethodsinassessingandoptimizingproductivity
AT roschchristine factorsaffectingmicroalgaeproductionforbiofuelsandthepotentialsofchemometricmethodsinassessingandoptimizingproductivity
AT brownrichardj factorsaffectingmicroalgaeproductionforbiofuelsandthepotentialsofchemometricmethodsinassessingandoptimizingproductivity
AT raineythomasj factorsaffectingmicroalgaeproductionforbiofuelsandthepotentialsofchemometricmethodsinassessingandoptimizingproductivity