Evidence map›Paper›PMID 36836977›Full record

ArticleMaterials (Basel, Switzerland)2023

Direct Recycling of WC-Co Grinding Chip.

Alessio Pacini, Francesco Lupi, Andrea Rossi, Maurizia Seggiani, Michele Lanzetta

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. 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

5 authors.

Alessio PaciniDepartment of Civil and Industrial Engineering (DICI), University of Pisa, 56126 Pisa, Italy.
Francesco LupiDepartment of Information Engineering (DII), University of Pisa, 56126 Pisa, Italy.ORCID 0000-0003-4994-0215
Andrea RossiDepartment of Civil and Industrial Engineering (DICI), University of Pisa, 56126 Pisa, Italy.
Maurizia SeggianiDepartment of Civil and Industrial Engineering (DICI), University of Pisa, 56126 Pisa, Italy.ORCID 0000-0002-9628-7178
Michele LanzettaDepartment of Civil and Industrial Engineering (DICI), University of Pisa, 56126 Pisa, Italy.ORCID 0000-0002-1803-5717

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Grinding is a finishing process for high precision, high surface quality parts, and hard materials, including tool fabrication and sharpening. The recycling of grinding scraps, which often contain rare and costly materials such as tungsten carbide (WC-Co), has been established for decades. However, there is a growing need for more energy-efficient and environmentally friendly recycling processes. Currently, grinding sludges, which are a mixture of abrasives, lubricants, and hard metal chips, are only treated through chemical recycling. Direct recycling ("reuse" of chips as raw material) is the most effective but not yet viable process due to the presence of contaminants. This paper presents an oil-free dry grinding process that produces high-quality chips (i.e., oil-free and with few contaminants, smaller than 60 mesh particle size) that can be directly recycled, as opposed to the oil-based wet grinding that generates sludges, which require indirect recycling. The proposed alternative recycling method is validated experimentally using WC-Co chips from a leading hard metals' processing specialized company. The contaminant level (oxygen 0.8 wt.%, others < 0.4 wt.%), granulometry (chip D50 = 10.4 µm with grain size < 3 µm) and morphology of the recycled chips' powder is comparable to commercial powders proving the research and industrial potential of direct recycling. The comparison of sintered products using recycled and commercial powder provided equivalent characteristics for hardness (HRA of 90.7, HV30 of 1430), porosity grade (A02-04) and grain size (<3 µm).

Indexed as

green manufacturinggrindingmachining toolssustainabilitytungsten carbide

Identifiers

PMID36836977
PMCPMC9967445

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.