Fuzzy analytical hierarchy process (AHP) for multi-criteria selection in drying and harvesting process of microalgae system

Over the decades, biofuels from agriculture crops have gained interest due to the awareness of environmental benefits with respect to greenhouse gases emissions and global warming. Among many types of crops, microalgae are considered to be the most promising new source of biomass compared with first...

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Main Authors: Tan, Jully, Low, Kok Yuan, Sulaiman, Nik Meriam Nik, Tan, Raymond Girard R., Promentilla, Michael Angelo B.
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Published: Animo Repository 2015
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Online Access:https://animorepository.dlsu.edu.ph/faculty_research/3865
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Institution: De La Salle University
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spelling oai:animorepository.dlsu.edu.ph:faculty_research-43312021-05-17T00:56:46Z Fuzzy analytical hierarchy process (AHP) for multi-criteria selection in drying and harvesting process of microalgae system Tan, Jully Low, Kok Yuan Sulaiman, Nik Meriam Nik Tan, Raymond Girard R. Promentilla, Michael Angelo B. Over the decades, biofuels from agriculture crops have gained interest due to the awareness of environmental benefits with respect to greenhouse gases emissions and global warming. Among many types of crops, microalgae are considered to be the most promising new source of biomass compared with first and second-generation feedstocks. However, high energy requirement for harvesting and drying of the biomass, as well as the lack of cost-effective techniques for harvesting large quantities of microalgae, pose challenges to commercialization. In this work, we propose a systematic and simple methodology in the multi-criteria evaluation of alternatives for the harvesting and drying process. A fuzzy analytical hierarchy process (AHP) approach is used, where the pairwise comparison of the criteria and alternatives is done and expressed with triangular fuzzy numbers. In a case study, four alternatives each for the harvesting and drying process options are compared. Cost, environmental impacts and technology capability are used as the criteria in selecting of optimum option for harvesting and drying processes. From the pairwise comparison, filtration is found to be the best option for harvesting, compared with other options such as centrifugation, flotation and sedimentation with flocculation. On the other hand, sun drying process is found to be better than other drying alternatives, i.e., freeze drying, spray drying and drum drying. Fuzzy AHP allows the degree of confidence of the expert to be quantified. This method also allows the inconsistency of the judgments to be reconciled within the bounds of the fuzzy numbers. Copyright © 2015, AIDIC Servizi S.r.l.,. 2015-10-01T07:00:00Z text https://animorepository.dlsu.edu.ph/faculty_research/3865 info:doi/10.3303/CET1545139 Faculty Research Work Animo Repository Microalgae--Harvesting Microalgae--Drying Energy crops--Harvesting Energy crops--Drying Chemical 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 Microalgae--Harvesting
Microalgae--Drying
Energy crops--Harvesting
Energy crops--Drying
Chemical Engineering
spellingShingle Microalgae--Harvesting
Microalgae--Drying
Energy crops--Harvesting
Energy crops--Drying
Chemical Engineering
Tan, Jully
Low, Kok Yuan
Sulaiman, Nik Meriam Nik
Tan, Raymond Girard R.
Promentilla, Michael Angelo B.
Fuzzy analytical hierarchy process (AHP) for multi-criteria selection in drying and harvesting process of microalgae system
description Over the decades, biofuels from agriculture crops have gained interest due to the awareness of environmental benefits with respect to greenhouse gases emissions and global warming. Among many types of crops, microalgae are considered to be the most promising new source of biomass compared with first and second-generation feedstocks. However, high energy requirement for harvesting and drying of the biomass, as well as the lack of cost-effective techniques for harvesting large quantities of microalgae, pose challenges to commercialization. In this work, we propose a systematic and simple methodology in the multi-criteria evaluation of alternatives for the harvesting and drying process. A fuzzy analytical hierarchy process (AHP) approach is used, where the pairwise comparison of the criteria and alternatives is done and expressed with triangular fuzzy numbers. In a case study, four alternatives each for the harvesting and drying process options are compared. Cost, environmental impacts and technology capability are used as the criteria in selecting of optimum option for harvesting and drying processes. From the pairwise comparison, filtration is found to be the best option for harvesting, compared with other options such as centrifugation, flotation and sedimentation with flocculation. On the other hand, sun drying process is found to be better than other drying alternatives, i.e., freeze drying, spray drying and drum drying. Fuzzy AHP allows the degree of confidence of the expert to be quantified. This method also allows the inconsistency of the judgments to be reconciled within the bounds of the fuzzy numbers. Copyright © 2015, AIDIC Servizi S.r.l.,.
format text
author Tan, Jully
Low, Kok Yuan
Sulaiman, Nik Meriam Nik
Tan, Raymond Girard R.
Promentilla, Michael Angelo B.
author_facet Tan, Jully
Low, Kok Yuan
Sulaiman, Nik Meriam Nik
Tan, Raymond Girard R.
Promentilla, Michael Angelo B.
author_sort Tan, Jully
title Fuzzy analytical hierarchy process (AHP) for multi-criteria selection in drying and harvesting process of microalgae system
title_short Fuzzy analytical hierarchy process (AHP) for multi-criteria selection in drying and harvesting process of microalgae system
title_full Fuzzy analytical hierarchy process (AHP) for multi-criteria selection in drying and harvesting process of microalgae system
title_fullStr Fuzzy analytical hierarchy process (AHP) for multi-criteria selection in drying and harvesting process of microalgae system
title_full_unstemmed Fuzzy analytical hierarchy process (AHP) for multi-criteria selection in drying and harvesting process of microalgae system
title_sort fuzzy analytical hierarchy process (ahp) for multi-criteria selection in drying and harvesting process of microalgae system
publisher Animo Repository
publishDate 2015
url https://animorepository.dlsu.edu.ph/faculty_research/3865
_version_ 1767195880514912256