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Data on fuzzy logic based-modelling and optimization of recovered lipid from microalgae
This article presents the data of recovered lipid from microalgae using fuzzy logic based-modelling and particle swarm optimization (PSO) algorithm. The details of fuzzy model and optimization process were discussed in our work entitled “Application of Fuzzy Modelling and Particle Swarm Optimization...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6931084/ https://www.ncbi.nlm.nih.gov/pubmed/31890788 http://dx.doi.org/10.1016/j.dib.2019.104931 |
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author | Abdelkareem, Mohammad Ali Rezk, Hegazy Sayed, Enas T. Alaswad, A. Nassef, Ahmed M. Olabi, A.G. |
author_facet | Abdelkareem, Mohammad Ali Rezk, Hegazy Sayed, Enas T. Alaswad, A. Nassef, Ahmed M. Olabi, A.G. |
author_sort | Abdelkareem, Mohammad Ali |
collection | PubMed |
description | This article presents the data of recovered lipid from microalgae using fuzzy logic based-modelling and particle swarm optimization (PSO) algorithm. The details of fuzzy model and optimization process were discussed in our work entitled “Application of Fuzzy Modelling and Particle Swarm Optimization to Enhance Lipid Extraction from Microalgae” (Nassef et al., 2019) [1]. The presented data are divided into two main parts. The first part represents the percentage of recovered lipid using fuzzy logic model and ANOVA. However, the second part shows the variation of the cost function (recovered lipid) for the 100 runs of PSO algorithm during optimization process. These data sets can be used as references to analyze the data obtained by any other optimization technique. The data sets are provided in the supplementary materials in Tables 1–2. |
format | Online Article Text |
id | pubmed-6931084 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-69310842019-12-30 Data on fuzzy logic based-modelling and optimization of recovered lipid from microalgae Abdelkareem, Mohammad Ali Rezk, Hegazy Sayed, Enas T. Alaswad, A. Nassef, Ahmed M. Olabi, A.G. Data Brief Energy This article presents the data of recovered lipid from microalgae using fuzzy logic based-modelling and particle swarm optimization (PSO) algorithm. The details of fuzzy model and optimization process were discussed in our work entitled “Application of Fuzzy Modelling and Particle Swarm Optimization to Enhance Lipid Extraction from Microalgae” (Nassef et al., 2019) [1]. The presented data are divided into two main parts. The first part represents the percentage of recovered lipid using fuzzy logic model and ANOVA. However, the second part shows the variation of the cost function (recovered lipid) for the 100 runs of PSO algorithm during optimization process. These data sets can be used as references to analyze the data obtained by any other optimization technique. The data sets are provided in the supplementary materials in Tables 1–2. Elsevier 2019-12-04 /pmc/articles/PMC6931084/ /pubmed/31890788 http://dx.doi.org/10.1016/j.dib.2019.104931 Text en © 2019 The Author(s) http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Energy Abdelkareem, Mohammad Ali Rezk, Hegazy Sayed, Enas T. Alaswad, A. Nassef, Ahmed M. Olabi, A.G. Data on fuzzy logic based-modelling and optimization of recovered lipid from microalgae |
title | Data on fuzzy logic based-modelling and optimization of recovered lipid from microalgae |
title_full | Data on fuzzy logic based-modelling and optimization of recovered lipid from microalgae |
title_fullStr | Data on fuzzy logic based-modelling and optimization of recovered lipid from microalgae |
title_full_unstemmed | Data on fuzzy logic based-modelling and optimization of recovered lipid from microalgae |
title_short | Data on fuzzy logic based-modelling and optimization of recovered lipid from microalgae |
title_sort | data on fuzzy logic based-modelling and optimization of recovered lipid from microalgae |
topic | Energy |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6931084/ https://www.ncbi.nlm.nih.gov/pubmed/31890788 http://dx.doi.org/10.1016/j.dib.2019.104931 |
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