Application of stochastic analytic hierarchy process for evaluating algal cultivation systems for sustainable biofuel production

Algal biomass is considered as a promising source of alternative fuel energy given its high yield per land area and other potential benefits. Categorized as an advanced generation biofuel feedstock, microalgae are grown in non-conventional ways through different cultivation systems. A preference of...

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Main Authors: Ubando, Aristotle T., Cuello, Joel L., El-Halwagi, Mahmoud M., Culaba, Alvin B., Promentilla, Michael Angelo B., Tan, Raymond Girard R.
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Published: Animo Repository 2016
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Online Access:https://animorepository.dlsu.edu.ph/faculty_research/2273
https://animorepository.dlsu.edu.ph/context/faculty_research/article/3272/type/native/viewcontent
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spelling oai:animorepository.dlsu.edu.ph:faculty_research-32722021-08-23T00:02:55Z Application of stochastic analytic hierarchy process for evaluating algal cultivation systems for sustainable biofuel production Ubando, Aristotle T. Cuello, Joel L. El-Halwagi, Mahmoud M. Culaba, Alvin B. Promentilla, Michael Angelo B. Tan, Raymond Girard R. Algal biomass is considered as a promising source of alternative fuel energy given its high yield per land area and other potential benefits. Categorized as an advanced generation biofuel feedstock, microalgae are grown in non-conventional ways through different cultivation systems. A preference of a cultivation system may vary depending on a given scenario and its inherent configuration (strength and weakness). Hence, the usage of a specific cultivation system to sustainably produce algal biofuels depends on various factors. Thus, a multi-criteria approach based on analytic hierarchy process (AHP) is proposed for evaluating alternative cultivation systems for sustainable production of algal biofuels. The main criteria considered to evaluate the alternatives based on consultation with a panel of expert and from literature are environmental impact, energy consumption, economic viability, social acceptability, and system robustness. Sub-criteria were identified under each main criterion to further qualify the analysis into relevant sub-factors in the sustainable production of algal biofuels. Three cultivations systems were used as an example to demonstrate the developed decision model using qualitative data and quantitative data. Probabilistic scenarios were analyzed using stochastic approach via Monte Carlo simulation. The results of the stochastic-based AHP showed which cultivation system is preferred for conservative (risk-averse) and optimistic (risk-inclined) scenarios. © 2015, Springer-Verlag Berlin Heidelberg. 2016-06-01T07:00:00Z text text/html https://animorepository.dlsu.edu.ph/faculty_research/2273 https://animorepository.dlsu.edu.ph/context/faculty_research/article/3272/type/native/viewcontent Faculty Research Work Animo Repository Biomass energy Microalgae—Cultures and culture media Sustainability Multiple criteria decision making Mechanical Engineering
institution De La Salle University
building De La Salle University Library
continent Asia
country Philippines
Philippines
content_provider De La Salle University Library
collection DLSU Institutional Repository
topic Biomass energy
Microalgae—Cultures and culture media
Sustainability
Multiple criteria decision making
Mechanical Engineering
spellingShingle Biomass energy
Microalgae—Cultures and culture media
Sustainability
Multiple criteria decision making
Mechanical Engineering
Ubando, Aristotle T.
Cuello, Joel L.
El-Halwagi, Mahmoud M.
Culaba, Alvin B.
Promentilla, Michael Angelo B.
Tan, Raymond Girard R.
Application of stochastic analytic hierarchy process for evaluating algal cultivation systems for sustainable biofuel production
description Algal biomass is considered as a promising source of alternative fuel energy given its high yield per land area and other potential benefits. Categorized as an advanced generation biofuel feedstock, microalgae are grown in non-conventional ways through different cultivation systems. A preference of a cultivation system may vary depending on a given scenario and its inherent configuration (strength and weakness). Hence, the usage of a specific cultivation system to sustainably produce algal biofuels depends on various factors. Thus, a multi-criteria approach based on analytic hierarchy process (AHP) is proposed for evaluating alternative cultivation systems for sustainable production of algal biofuels. The main criteria considered to evaluate the alternatives based on consultation with a panel of expert and from literature are environmental impact, energy consumption, economic viability, social acceptability, and system robustness. Sub-criteria were identified under each main criterion to further qualify the analysis into relevant sub-factors in the sustainable production of algal biofuels. Three cultivations systems were used as an example to demonstrate the developed decision model using qualitative data and quantitative data. Probabilistic scenarios were analyzed using stochastic approach via Monte Carlo simulation. The results of the stochastic-based AHP showed which cultivation system is preferred for conservative (risk-averse) and optimistic (risk-inclined) scenarios. © 2015, Springer-Verlag Berlin Heidelberg.
format text
author Ubando, Aristotle T.
Cuello, Joel L.
El-Halwagi, Mahmoud M.
Culaba, Alvin B.
Promentilla, Michael Angelo B.
Tan, Raymond Girard R.
author_facet Ubando, Aristotle T.
Cuello, Joel L.
El-Halwagi, Mahmoud M.
Culaba, Alvin B.
Promentilla, Michael Angelo B.
Tan, Raymond Girard R.
author_sort Ubando, Aristotle T.
title Application of stochastic analytic hierarchy process for evaluating algal cultivation systems for sustainable biofuel production
title_short Application of stochastic analytic hierarchy process for evaluating algal cultivation systems for sustainable biofuel production
title_full Application of stochastic analytic hierarchy process for evaluating algal cultivation systems for sustainable biofuel production
title_fullStr Application of stochastic analytic hierarchy process for evaluating algal cultivation systems for sustainable biofuel production
title_full_unstemmed Application of stochastic analytic hierarchy process for evaluating algal cultivation systems for sustainable biofuel production
title_sort application of stochastic analytic hierarchy process for evaluating algal cultivation systems for sustainable biofuel production
publisher Animo Repository
publishDate 2016
url https://animorepository.dlsu.edu.ph/faculty_research/2273
https://animorepository.dlsu.edu.ph/context/faculty_research/article/3272/type/native/viewcontent
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