Determining optimum carob powder adsorbtion for cleaning wastewater: intelligent optimization with electro-search algorithm
In this study, effective and fast removal efficiency of carob powder (as an absorbent material from liquid phase) was investigated by focusing on the dangerous paint methylene blue mixture. The surface texture developed adsorbent was revealed to be porous by characterizing done thanks to scanning th...
| Main Authors: | Gezer, B., Kose, U., Zubov, D., Deperlioglu, O., Vasant, P. |
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| Format: | Article |
| Institution: | Universiti Teknologi Petronas |
| Record Id / ISBN-0: | utp-eprints.23408 / |
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Springer
2020
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https://www.scopus.com/inward/record.uri?eid=2-s2.0-85067249478&doi=10.1007%2fs11276-019-02035-1&partnerID=40&md5=8ab2e6c9f18660ced4a403cbf6e6468a http://eprints.utp.edu.my/23408/ |
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utp-eprints.234082021-08-19T07:22:31Z Determining optimum carob powder adsorbtion for cleaning wastewater: intelligent optimization with electro-search algorithm Gezer, B. Kose, U. Zubov, D. Deperlioglu, O. Vasant, P. In this study, effective and fast removal efficiency of carob powder (as an absorbent material from liquid phase) was investigated by focusing on the dangerous paint methylene blue mixture. The surface texture developed adsorbent was revealed to be porous by characterizing done thanks to scanning through electron microscope. Experiment parameters of pH, ultrasonic frequency, particle size, contact time, temperature and initial concentration of dissolved methylene blue dye were investigated accordingly. Thereafter, Box�Behnken design experiment was applied for adsorption experiments. Regression analysis findings demonstrated that the experimental data is good for to the non-linear model with correlation coefficients of correction value at 0.8899 and 0.9830. The maximum adsorption value was determined as around 256.44 mg/g thanks to the Electro-Search Algorithm, a recent Artificial Intelligence based intelligent optimization technique. Additionally, some alternative intelligent optimization algorithms were also used for determining optimum values. According to the results of the study, the carob bean can be used as an alternative adsorbent and the found optimum values can be employed for that purpose. © 2019, Springer Science+Business Media, LLC, part of Springer Nature. Springer 2020 Article NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-85067249478&doi=10.1007%2fs11276-019-02035-1&partnerID=40&md5=8ab2e6c9f18660ced4a403cbf6e6468a Gezer, B. and Kose, U. and Zubov, D. and Deperlioglu, O. and Vasant, P. (2020) Determining optimum carob powder adsorbtion for cleaning wastewater: intelligent optimization with electro-search algorithm. Wireless Networks, 26 (8). pp. 5665-5679. http://eprints.utp.edu.my/23408/ |
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Universiti Teknologi Petronas |
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UTP Institutional Repository |
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In this study, effective and fast removal efficiency of carob powder (as an absorbent material from liquid phase) was investigated by focusing on the dangerous paint methylene blue mixture. The surface texture developed adsorbent was revealed to be porous by characterizing done thanks to scanning through electron microscope. Experiment parameters of pH, ultrasonic frequency, particle size, contact time, temperature and initial concentration of dissolved methylene blue dye were investigated accordingly. Thereafter, Box�Behnken design experiment was applied for adsorption experiments. Regression analysis findings demonstrated that the experimental data is good for to the non-linear model with correlation coefficients of correction value at 0.8899 and 0.9830. The maximum adsorption value was determined as around 256.44 mg/g thanks to the Electro-Search Algorithm, a recent Artificial Intelligence based intelligent optimization technique. Additionally, some alternative intelligent optimization algorithms were also used for determining optimum values. According to the results of the study, the carob bean can be used as an alternative adsorbent and the found optimum values can be employed for that purpose. © 2019, Springer Science+Business Media, LLC, part of Springer Nature. |
| format |
Article |
| author |
Gezer, B. Kose, U. Zubov, D. Deperlioglu, O. Vasant, P. |
| spellingShingle |
Gezer, B. Kose, U. Zubov, D. Deperlioglu, O. Vasant, P. Determining optimum carob powder adsorbtion for cleaning wastewater: intelligent optimization with electro-search algorithm |
| author_sort |
Gezer, B. |
| title |
Determining optimum carob powder adsorbtion for cleaning wastewater: intelligent optimization with electro-search algorithm |
| title_short |
Determining optimum carob powder adsorbtion for cleaning wastewater: intelligent optimization with electro-search algorithm |
| title_full |
Determining optimum carob powder adsorbtion for cleaning wastewater: intelligent optimization with electro-search algorithm |
| title_fullStr |
Determining optimum carob powder adsorbtion for cleaning wastewater: intelligent optimization with electro-search algorithm |
| title_full_unstemmed |
Determining optimum carob powder adsorbtion for cleaning wastewater: intelligent optimization with electro-search algorithm |
| title_sort |
determining optimum carob powder adsorbtion for cleaning wastewater: intelligent optimization with electro-search algorithm |
| publisher |
Springer |
| publishDate |
2020 |
| url |
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85067249478&doi=10.1007%2fs11276-019-02035-1&partnerID=40&md5=8ab2e6c9f18660ced4a403cbf6e6468a http://eprints.utp.edu.my/23408/ |
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11.62408 |