Evidence map›Paper›PMID 40942414›Full record

ArticleMaterials (Basel, Switzerland)2025

Effect of Waste Micro-Particles on Metalworking Fluid Efficiency and Biodegradation During the Cutting Process.

Stepanka Dvorackova, Martin Bilek, Josef Skrivanek, Dora Kroisová, Anita Białkowska, Mohamed Bakar

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 2025. 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

6 authors.

Stepanka DvorackovaDepartment of Machining and Assembly, Faculty of Mechanical Engineering, Technical University of Liberec, 46117 Liberec, Czech Republic.ORCID 0000-0003-4029-2717
Martin BilekDepartment of Textile Machine Design, Faculty of Mechanical Engineering, Technical University of Liberec, 46117 Liberec, Czech Republic.ORCID 0000-0002-9368-1161
Josef SkrivanekDepartment of Textile Machine Design, Faculty of Mechanical Engineering, Technical University of Liberec, 46117 Liberec, Czech Republic.
Dora KroisováDepartment of Machining and Assembly, Faculty of Mechanical Engineering, Technical University of Liberec, 46117 Liberec, Czech Republic.ORCID 0000-0002-2583-2204
Anita BiałkowskaDepartment of Machine Design and Materials Science, Faculty of Mechanical Engineering, University of Radom, 26-600 Radom, Poland.ORCID 0000-0002-4868-5833
Mohamed BakarDepartment of Machine Design and Materials Science, Faculty of Mechanical Engineering, University of Radom, 26-600 Radom, Poland.ORCID 0000-0002-0302-0010

Funding

This research was funded by the Institutional Endowment for the Long Term Conceptual De-velopment of Research Institutes, as provided by the Ministry of Education, Youth and Sports of the Czech Republic. without number
6 · The paper itself

Abstract

This study investigates contaminants in metalworking fluids (MWFs) from an industrial band saw, focusing on microparticle classification and microbial quantification linked to fluid degradation. Most particles were under 50 µm, primarily aluminum and iron oxides from tool wear; oxygen- and sulfur-containing particles suggested corrosion. Microbiological analysis showed high contamination, with culturable microorganisms exceeding 1000 CFU/mL. A pathogenic strain associated with biodeterioration was identified, underscoring the need for microbial control. Filtration and ozonation have been used as decontamination methods to improve the purity and biological stability of the process fluid. Filtration enabled selective removal of metallic microparticles. Among six nanofiber filters, the Berry filter achieved the highest efficiency (70.8%) for particles ≥ 7.3 µm, while other filters were faster but less efficient. Ozonation proved highly effective for microbiological decontamination, reducing viable microorganisms by over 95%, improving visual clarity, and lowering pH from 9 to 8 while remaining within operational limits. Unlike filtration, ozonation significantly reduced microbial load. The combination of both methods is proposed as a sustainable strategy for maintaining process fluid quality under industrial conditions. These findings support integrated decontamination approaches to extend fluid life, reduce fresh MWF consumption and waste, and enhance workplace hygiene and safety in machining operations.

Indexed as

contaminationcuttingdecontaminationfiltrationmetalworking fluid (MWFs)microorganismsmicro particlesozonationPseudomonas aeruginosa

Identifiers

PMID40942414
PMCPMC12429645

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.