Evidence map›Paper›PMID 42443267›Full record

ArticleScientific reports2026

Fabrication of low-cost ceramic microfiltration membranes with the addition of fly ash to kaolin-natural zeolite structure for greywater treatment.

Ebrahim Ghanbarian, Mohsen Abbasi, Arash Khosravi, Reza Shahouni, Nadir Dizge

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Ebrahim GhanbarianDepartment of Chemical Engineering, Faculty of Petroleum, Gas and Petrochemical Engineering, Persian Gulf University, Bushehr, 75169-13798, Iran.
Mohsen AbbasiDepartment of Chemical Engineering, Faculty of Petroleum, Gas and Petrochemical Engineering, Persian Gulf University, Bushehr, 75169-13798, Iran. m.abbasi@pgu.ac.ir.
Arash KhosraviDepartment of Chemical Engineering, Faculty of Petroleum, Gas and Petrochemical Engineering, Persian Gulf University, Bushehr, 75169-13798, Iran.
Reza ShahouniSchool of Chemical Engineering, Iran University of Science and Technology, Narmak, Tehran, Iran.
Nadir DizgeDepartment of Environmental Engineering, Mersin University, 33343, Mersin, Turkey.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In this study, low-cost tubular ceramic microfiltration membranes were fabricated by extrusion using kaolin, natural zeolite, fly ash, and α-alumina for laboratory-scale greywater treatment. Fly ash content (5-20 wt %) was evaluated to tune membrane permeability, porosity, and mechanical behavior while avoiding crack formation. Among the fabricated membranes, kaolin-natural zeolite-fly ash (K-Z-F, 75-10-15) and kaolin-α-alumina-fly ash (K-Al-F, 80-10-10) showed the most favorable balance between permeate flux, COD reduction, and mechanical stability. The optimized membranes had average pore sizes in the microfiltration range (1.06-1.14 µm) and porosities of 33.07-41.26%. During 60 min greywater microfiltration at 1 bar and 25 °C, the K-Z-F (75-10-15) membrane achieved a permeate flux of 632.29 ± 3.63 L m⁻

Indexed as

Fly ashGreywater treatmentKaolinLow-cost ceramic membraneMicrofiltrationNatural zeolite

Identifiers

PMID42443267
PMCPMC13554192

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.