Evidence map›Paper›PMID 41691026›Full record

ArticleScientific reports2026

Investigation of water softening using ceramic adsorbents in a continuous adsorption process.

Elnaz Danesh, Mohsen Abbasi, MohammadMahdi Noroozi, Masoud Mofarehi, Ali Izadbakhsh, Mohammad Akrami

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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.

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0citing papers in PubMed
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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

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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

6 authors.

Elnaz DaneshFaculty of Petroleum, Gas and Petrochemical Engineering, Department of Chemical Engineering, Persian Gulf University, Bushehr, Iran.
Mohsen AbbasiFaculty of Petroleum, Gas and Petrochemical Engineering, Department of Chemical Engineering, Persian Gulf University, Bushehr, Iran. m.abbasi@pgu.ac.ir.
MohammadMahdi NorooziDivision of Water Environment Technology, Department of Architecture and Civil Engineering, Chalmers University of Technology, Gothenburg, Sweden.
Masoud MofarehiFaculty of Petroleum, Gas and Petrochemical Engineering, Department of Chemical Engineering, Persian Gulf University, Bushehr, Iran.
Ali IzadbakhshFaculty of Petroleum, Gas and Petrochemical Engineering, Department of Chemical Engineering, Persian Gulf University, Bushehr, Iran.
Mohammad AkramiDepartment of Engineering, University of Exeter, Exeter, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Ceramic adsorbents offer a sustainable and cost-effective approach to water treatment, particularly for reducing water hardness. This study aimed to evaluate the performance of natural zeolite and activated alumina, modified with NaNO₃ and H₂SO₄ respectively, in a continuous fixed-bed column system for water softening. Adsorption experiments were conducted under varying operational conditions, including column diameters (1 and 1.5 cm), flow rates (10 and 20 mL/min), and an operation time of 600 min. The optimal setup, 1.5 cm column diameter and 10 mL/min flow rate, yielded bed saturation times of 600 min for modified zeolite and 570 min for modified alumina. NaNO₃-modified zeolite achieved removal efficiencies of 99.23% for total hardness, 99.37% for calcium, and 99.17% for magnesium. Breakthrough and saturation times indicated superior performance compared to unmodified adsorbents. Kinetic models, including Thomas, Adams–Bohart, and Yoon–Nelson, were applied, with the Thomas and Yoon–Nelson models fitting best (R² ≈ 0.98). The findings demonstrate that surface modification enhances the adsorption capacity of ceramic materials, highlighting their potential for efficient and scalable water hardness treatment in continuous systems.

Indexed as

Activated aluminaAdsorbentBreakthrough curveNatural zeoliteWater hardnessWater treatment

Identifiers

PMID41691026
PMCPMC12992812

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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.