Evidence map›Paper›PMID 42346947›Full record

ArticleMembranes2026

Nanofiltration for Advanced and Reliable Drinking Water Treatment: Experimental Evaluation of Hybrid Pretreatment Systems and Fouling Control.

Fazolrahman Bahig, Alimova Kulyash Kabpasovna, Nikita V Martyushev, Boris V Malozyomov, Vladislav V Kukartsev, Tatyana Aleksandrovna Panfilova, Alena A Stupina, Yadviga Aleksandrovna Tynchenko

Abstract read
In one paragraph

Article in Membranes, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

8 authors.

Fazolrahman BahigInstitute of Architecture and Civil Engineering Named After T. K. Bassenov, Satbayev University, Almaty 050013, Kazakhstan.
Alimova Kulyash KabpasovnaInstitute of Architecture and Civil Engineering Named After T. K. Bassenov, Satbayev University, Almaty 050013, Kazakhstan.ORCID 0000-0001-8267-142X
Nikita V MartyushevDepartment of Information Technology, Tomsk Polytechnic University, 634050 Tomsk, Russia.ORCID 0000-0003-0620-9561
Boris V MalozyomovDepartment of Electrotechnical Complexes, Novosibirsk State Technical University, 630073 Novosibirsk, Russia.ORCID 0000-0001-8686-9556
Vladislav V KukartsevDepartment of Software Engineering, Siberian Federal University, 660041 Krasnoyarsk, Russia.
Tatyana Aleksandrovna PanfilovaDepartment of Technological Machines and Equipment for the Oil and Gas Complex, Siberian Federal University, 660041 Krasnoyarsk, Russia.
Alena A StupinaDepartment of Applied Computer Science, Russian State Agrarian University-Moscow Timiryazev Agricultural Academy, 127434 Moscow, Russia.
Yadviga Aleksandrovna TynchenkoDepartment of Technological Machines and Equipment for the Oil and Gas Complex, Siberian Federal University, 660041 Krasnoyarsk, Russia.ORCID 0000-0001-8963-7830

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Safe drinking water production from compositionally variable surface sources requires treatment systems that combine effective contaminant removal with stable membrane operation. This study experimentally evaluated a hybrid treatment train consisting of slow sand or zeolite pretreatment followed by NF for surface water representative of South-East Kazakhstan. The results showed that pretreatment reduced turbidity, iron, and organic load before the membrane stage, thereby improving flux stability and decreasing fouling propensity. Among the tested pretreatment options, zeolite provided the most favorable feed conditions and extended stable membrane operation. These findings demonstrate that the practical performance of NF depends not only on membrane properties but also on effective upstream conditioning of the feed stream. Under the tested recovery conditions, the selected operating regime produced permeate of acceptable final quality, confirming that hybrid pretreatment-NF systems are a robust option for drinking-water treatment from challenging surface sources.

Indexed as

drinking water treatmenthybrid systemsmembrane foulingnanofiltrationpretreatmentselective separationslow sand filtrationwater sustainability

Identifiers

PMID42346947
PMCPMC13304102

What OpenQuestion holds

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Registered trials

None linked

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.