Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2019 Dec 4:28:104931.
doi: 10.1016/j.dib.2019.104931. eCollection 2020 Feb.

Data on fuzzy logic based-modelling and optimization of recovered lipid from microalgae

Mohammad Ali Abdelkareem  1   2   3 , Hegazy Rezk  4   5 , Enas T Sayed  1 , A Alaswad  6 , Ahmed M Nassef  4   7 , A G Olabi  2   6
Affiliations

Data on fuzzy logic based-modelling and optimization of recovered lipid from microalgae

Mohammad Ali Abdelkareem et al. Data Brief. .

Abstract

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.

Keywords: Fuzzy logic modeling; Lipid extraction; Microalgae; Particle swarm optimization; Renewable energy.

PubMed Disclaimer

References

    1. Nassef A.M., Rezk H., Abdelkareem M.A., Al-Aswad A., Olabi A.G. Application of fuzzy modelling and particle swarm optimization to enhance lipid extraction from microalgae. Sustain. Energy Technol. Assess. 2019;35:73–79.
    1. Nassef A.M., Sayed E.T., Rezk H., Abdelkareem M.A., Rodriguez C., Olabi A.G. Fuzzy-modeling with particle swarm optimization for enhancing the production of biodiesel from microalga. Energy Sources, Part A Recovery, Util. Environ. Eff. 2019;41:2094–2103.
    1. Abdalla O., Rezk H., Ahmed E.M. Wind driven optimization algorithm based global MPPT for PV system under non-uniform solar irradiance. Sol. Energy. 2019;180:429–444.
    1. Rezk H., Nassef A.M., Inayat A., Sayed E.T., Shahbaz M., Olabi A.G. Improving the environmental impact of palm kernel shell through maximizing its production of hydrogen and syngas using advanced artificial intelligence. Sci. Total Environ. 2019;658:1150–1160. - PubMed
    1. Inayat A., Nassef A.M., Rezk H., T Sayed E., Abdelkareem M.A., Olabi A.G. Fuzzy modeling and parameters optimization for the enhancement of biodiesel production from waste frying oil over montmorillonite clay K-30. Sci. Total Environ. 2019;666:821–827. - PubMed

LinkOut - more resources