İÇME SUYU ARITMA TESİSİ ATIK ÇAMURU ÜZERİNE METİLEN MAVİSİ ADSORPSİYONU VE YAPAY SİNİR AĞLARI İLE MODELLENMESİ

Nurcan Öztürk; Hasan Şentürk; Ali Gündoğdu; Celal Duran

doi:10.17482/uumfd.674224

Research Article

İÇME SUYU ARITMA TESİSİ ATIK ÇAMURU ÜZERİNE METİLEN MAVİSİ ADSORPSİYONU VE YAPAY SİNİR AĞLARI İLE MODELLENMESİ

Year 2020, Volume: 25 Issue: 2, 1083 - 1104, 31.08.2020

Nurcan Öztürk Hasan Şentürk Ali Gündoğdu Celal Duran

https://doi.org/10.17482/uumfd.674224

Cited By: 2

Abstract

Bu çalışmada içme suyu arıtma tesislerinde arıtım aşamaları sonucu oluşan İçme Suyu Arıtma Tesisi Atık Çamurunun (İSATAÇ), atık sularda organik kökenli bir kirletici (boyar madde) olan Metilen Mavisinin uzaklaştırılmasında adsorban olarak kullanılabilirliği araştırılmıştır. Adsorpsiyon çalışmalarında kullanılan İSATAÇ fiziksel ya da kimyasal ön işleme tabi tutulmamıştır. Öncelikle İSATAÇ’ın nem, yoğunluk, uçucu madde, sabit karbon, kül tayini yanı sıra elementel, SEM, FT-IR, XRD, XRF ve TGA/DTA analiz gibi çeşitli analitik işlemlerle karakterize edilmiştir. Sonrasında adsorpsiyon deneyleri kesikli sistemle gerçekleştirilmiş ve İSATAÇ’ın sulu çözeltiden bu kirletici türü uzaklaştırma potansiyeli denge, kinetik ve termodinamik parametreler açısından incelenmiştir. Metilen mavisinin uzaklaştırılmasında Langmuir izoterm modelinden elde edilen maksimum adsorplama kapasitesi 62,50 mg g-1 olarak tespit edilmiştir. Bazı deneysel parametrelerin İSATAÇ üzerinde Metilen Mavisi adsorpsiyonuna etkileri göz önüne alınarak Yapay Sinir Ağı (YSA) modeli geliştirilmiş ve İSATAÇ’ın atık sulardan organik kirleticilerin uzaklaştırılmasında kullanılabileceği sonucuna varılmıştır.

Keywords

Metilen mavisi, Adsopsiyon, Yapay Sinir Ağları

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Methylene Blue Adsorption onto Drinking Water Treatment Plant’s Sludge and Modeling by Artificial Neural Network

Year 2020, Volume: 25 Issue: 2, 1083 - 1104, 31.08.2020

Nurcan Öztürk Hasan Şentürk Ali Gündoğdu Celal Duran

https://doi.org/10.17482/uumfd.674224

Cited By: 2

Abstract

In this work, it was investigated usability of Drinking Water Treatment Sludge (DWTS), obtained as end product at the end of treatment stages, as an adsorbent for removal of Methylene Blue, the organic pollutant (dyestuff), present in wastewaters. DWTS used for the adsorption experiments were not subjected to physical or chemical pre-treatment. Firstly, DWTS was characterized employing various analytical procedures including determination of moisture, density, volatiles, fixed carbon, ash, as well as elemental, SEM, FT-IR, XRD, XRF and TGA/DTA analysis. Then, adsorption experiments were carried out in a batch system and DWTS’s removal potential of the pollutant specie from aqueous solution was investigated in terms of equilibrium, kinetics and thermodynamics. DWTS’s maximum adsorption capacity obtained from Langmuir model for Methylene Blue was 62.50 mg g-1. Artificial Neural Network (ANN)
model was developed considering the effects of certain experimental parameters for adsorption of Methylene Blue on DWTS and it was concluded that DWTS can be used to remove organic pollutants from wastewaters

Keywords

Methylene blue, Adsorption, Artificial Neural Network

References

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24. Jiang, M-Q., Wang, Q-P., Jin, X.Y. ve Chen, Z.L. (2009) Removal of Pb(II) from Aqueous Solution using Modified and Unmodified Kaolinite Clay, Journal of Hazardous Materials, 170, 332-339. doi:10.1016/j.jhazmat.2009.04.092
25. Kayranlı, B., 2001. İçme Suyu Arıtma Tesisi Çamurlarının Tekstil Endüstrisi Atıksularının Arıtımında Koagülant Olarak Kullanımı, Yüksek Lisans Tezi, Çukurova Üniversitesi, Fen Bilimleri Enstitüsü, Adana.
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27. Luo, X. ve Zhang, L. (2009) High Effective Adsorption of Organic Dyes on Magnetic Cellulose Beads Entrapping Activated Carbon, Journal of Hazardous Materials, 171, 340–347. doi:10.1016/j.jhazmat.2009.06.009
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Details

Primary Language	Turkish
Subjects	Environmental Engineering
Journal Section	Research Articles
Authors	Nurcan Öztürk 0000-0002-2907-5941 Hasan Şentürk 0000-0002-4272-0255 Ali Gündoğdu 0000-0002-9594-4121 Celal Duran 0000-0002-1306-9061
Publication Date	August 31, 2020
Submission Date	January 13, 2020
Acceptance Date	August 11, 2020
Published in Issue	Year 2020 Volume: 25 Issue: 2

Cite

APA	Öztürk, N., Şentürk, H., Gündoğdu, A., Duran, C. (2020). İÇME SUYU ARITMA TESİSİ ATIK ÇAMURU ÜZERİNE METİLEN MAVİSİ ADSORPSİYONU VE YAPAY SİNİR AĞLARI İLE MODELLENMESİ. Uludağ Üniversitesi Mühendislik Fakültesi Dergisi, 25(2), 1083-1104. https://doi.org/10.17482/uumfd.674224
AMA	Öztürk N, Şentürk H, Gündoğdu A, Duran C. İÇME SUYU ARITMA TESİSİ ATIK ÇAMURU ÜZERİNE METİLEN MAVİSİ ADSORPSİYONU VE YAPAY SİNİR AĞLARI İLE MODELLENMESİ. UUJFE. August 2020;25(2):1083-1104. doi:10.17482/uumfd.674224
Chicago	Öztürk, Nurcan, Hasan Şentürk, Ali Gündoğdu, and Celal Duran. “İÇME SUYU ARITMA TESİSİ ATIK ÇAMURU ÜZERİNE METİLEN MAVİSİ ADSORPSİYONU VE YAPAY SİNİR AĞLARI İLE MODELLENMESİ”. Uludağ Üniversitesi Mühendislik Fakültesi Dergisi 25, no. 2 (August 2020): 1083-1104. https://doi.org/10.17482/uumfd.674224.
EndNote	Öztürk N, Şentürk H, Gündoğdu A, Duran C (August 1, 2020) İÇME SUYU ARITMA TESİSİ ATIK ÇAMURU ÜZERİNE METİLEN MAVİSİ ADSORPSİYONU VE YAPAY SİNİR AĞLARI İLE MODELLENMESİ. Uludağ Üniversitesi Mühendislik Fakültesi Dergisi 25 2 1083–1104.
IEEE	N. Öztürk, H. Şentürk, A. Gündoğdu, and C. Duran, “İÇME SUYU ARITMA TESİSİ ATIK ÇAMURU ÜZERİNE METİLEN MAVİSİ ADSORPSİYONU VE YAPAY SİNİR AĞLARI İLE MODELLENMESİ”, UUJFE, vol. 25, no. 2, pp. 1083–1104, 2020, doi: 10.17482/uumfd.674224.
ISNAD	Öztürk, Nurcan et al. “İÇME SUYU ARITMA TESİSİ ATIK ÇAMURU ÜZERİNE METİLEN MAVİSİ ADSORPSİYONU VE YAPAY SİNİR AĞLARI İLE MODELLENMESİ”. Uludağ Üniversitesi Mühendislik Fakültesi Dergisi 25/2 (August 2020), 1083-1104. https://doi.org/10.17482/uumfd.674224.
JAMA	Öztürk N, Şentürk H, Gündoğdu A, Duran C. İÇME SUYU ARITMA TESİSİ ATIK ÇAMURU ÜZERİNE METİLEN MAVİSİ ADSORPSİYONU VE YAPAY SİNİR AĞLARI İLE MODELLENMESİ. UUJFE. 2020;25:1083–1104.
MLA	Öztürk, Nurcan et al. “İÇME SUYU ARITMA TESİSİ ATIK ÇAMURU ÜZERİNE METİLEN MAVİSİ ADSORPSİYONU VE YAPAY SİNİR AĞLARI İLE MODELLENMESİ”. Uludağ Üniversitesi Mühendislik Fakültesi Dergisi, vol. 25, no. 2, 2020, pp. 1083-04, doi:10.17482/uumfd.674224.
Vancouver	Öztürk N, Şentürk H, Gündoğdu A, Duran C. İÇME SUYU ARITMA TESİSİ ATIK ÇAMURU ÜZERİNE METİLEN MAVİSİ ADSORPSİYONU VE YAPAY SİNİR AĞLARI İLE MODELLENMESİ. UUJFE. 2020;25(2):1083-104.

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