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

dc.contributor.author Gul, Ayse
dc.contributor.author Baris, Mesut
dc.contributor.author Boyraz, Pınar
dc.contributor.author Senol-Arslan, Dilek
dc.contributor.author Alibaz, Name Nur
dc.date.accessioned 2026-05-21T10:30:06Z
dc.date.available 2026-05-21T10:30:06Z
dc.date.issued 2026
dc.description.abstract The 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 degrees (pristine PSF) to 36.23 degrees (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.doi 10.1002/ep.70475
dc.identifier.issn 1944-7442
dc.identifier.issn 1944-7450
dc.identifier.scopus 2-s2.0-105036007055
dc.identifier.uri https://hdl.handle.net/20.500.12573/5954
dc.identifier.uri https://doi.org/10.1002/ep.70475
dc.language.iso en
dc.publisher Wiley
dc.relation.ispartof Environmental Progress and Sustainable Energy
dc.rights info:eu-repo/semantics/closedAccess
dc.subject Nanoclay
dc.subject Water Treatment
dc.subject PSF Membrane
dc.subject RSM
dc.subject Oil Rejection
dc.title Optimizing Nanoclay-Enhanced Membranes for Oil Rejection Using Response Surface Methodology en_US
dc.type Article
dspace.entity.type Publication
gdc.author.scopusid 58109661600
gdc.author.scopusid 60586986100
gdc.author.scopusid 57195760071
gdc.author.scopusid 60587643000
gdc.author.scopusid 60586545800
gdc.author.wosid GUL, AYSE/MZQ-4888-2025
gdc.author.wosid Derakhshandeh, Masoud/AAC-8694-2020
gdc.description.department Abdullah Gül University
gdc.description.departmenttemp [Gul, Ayse; Boyraz, Pinar; Alibaz, Name Nur] Abdullah Gul Univ, Dept Civil Engn, Kayseri, Turkiye; [Senol-Arslan, Dilek] Abdullah Gul Univ, Dept Engn Sci, Kayseri, Turkiye; [Baris, Mesut] Istanbul Gelisim Univ, Dept Civil Engn, Istanbul, Turkiye
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
gdc.description.woscitationindex Science Citation Index Expanded
gdc.identifier.wos WOS:001742892800001
gdc.index.type Scopus
gdc.index.type WoS
relation.isAuthorOfPublication.latestForDiscovery eb992e93-9aff-4d1b-aafb-27f216b3508f
relation.isOrgUnitOfPublication.latestForDiscovery 03adf3b0-3511-421e-b492-8fe188140fc0

Files