Optimizing Nanoclay-Enhanced Membranes for Oil Rejection Using Response Surface Methodology

dc.authoridhttps://orcid.org/0000-0002-2305-6408
dc.authoridhttps://orcid.org/0000-0001-9639-2843
dc.contributor.authorGül, Ayşe
dc.contributor.authorŞenol Arslan, Dilek
dc.contributor.authorBarış, Mesut
dc.contributor.authorBoyraz, Pınar
dc.contributor.authorAlibaz, Name Nur
dc.date.accessioned2026-08-20T11:30:04Z
dc.date.issued2026
dc.departmentMühendislik ve Mimarlık Fakültesi
dc.description.abstractThe efficient separation of waste oil from contaminated water is critical due to its challenges in environmental and industrial applications. This study investigated the production and optimization of polysulphone (PSF) membranes using two different types of clay (nanomer clay/CN and commercial nanoclay/NC). Response Surface Methodology (RSM) was applied to optimize the basic production parameters and nanoclay concentrations systematically to maximize oil rejection and permeability flow. The experimental results showed that NC and CN significantly increased the hydrophilicity, permeability, and fouling resistance of the membrane compared to pure PSF membranes. The contact angle significantly decreased from 64.34 (pristine PSF) to 36.23 (2% NC), indicating highly improved hydrophilicity. Consequently, the pure water flux increased from 177.2 L/m2 h to a maximum of 248.6 L/m2 h (1% NC). Furthermore, the modified membranes exhibited outstanding anti-fouling properties; the flux recovery ratio (FRR) improved from 88.09% to 96.20% (1% CN), while the decline ratio (DR) drastically dropped from 60.89% to 32.14%. The optimized condition for maximum removal efficiency using a modified quadratic model revealed that 2572 mg/L oil can be treated with a PSF membrane containing 2.0% CN to remove 98.271% of the oil. The model also suggests superiority of CN over NC with desirability factors of 0.978 and 0.900, respectively, while both demonstrated high efficiency. This theoretically modeled experimental comparative study highlights the importance of PSF membrane technology for efficient and sustainable oil–water separation and demonstrates the promising potential of nanoclay modifications.
dc.identifier.doi10.1002/ep.70475
dc.identifier.issn1944-7442
dc.identifier.scopus2-s2.0-105036007055
dc.identifier.scopusqualityQ2
dc.identifier.urihttps://hdl.handle.net/11363/12339
dc.indekslendigikaynakScopus
dc.institutionauthorBarış, Mesut
dc.language.isoen
dc.publisherJohn Wiley and Sons Ltd
dc.relation.ispartofEnvironmental Progress and Sustainable Energy
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectnanoclay
dc.subjectoil rejection
dc.subjectPSF membrane
dc.subjectRSM
dc.subjectwater treatment
dc.titleOptimizing Nanoclay-Enhanced Membranes for Oil Rejection Using Response Surface Methodology
dc.typeArticle

Dosyalar

Orijinal paket

Listeleniyor 1 - 1 / 1
Yükleniyor...
Küçük Resim
İsim:
Makale \ Article.pdf
Boyut:
3.32 MB
Biçim:
Adobe Portable Document Format

Lisans paketi

Listeleniyor 1 - 1 / 1
Yükleniyor...
Küçük Resim
İsim:
license.txt
Boyut:
1.17 KB
Biçim:
Item-specific license agreed upon to submission
Açıklama: