Quantitative Evaluation of Composite Recyclability Using Visible-Light Microscopy and Image Processing Techniques

Composites are essential materials in a wide range of industrial and medical applications due to their unique functional properties. One of the main issues of composites arises at their end-of-life stage, especially in terms of the recyclability process and its quantitative evaluation. In this study, we present a quantitative methodology for assessing the quality of composite recycling, using a paraffin-based microcomposite with the addition of tungsten particles (at one concentration 50 wt.%) as an example. Our approach combines visible-light microscopy with digital image processing techniques to obtain quantitative metrics related to recycling efficiency. The tools utilized-recognized as relatively common and uncomplicated for use in various scientific fields-have shown that the value of average particle density significantly decreased from a primary value of 43.30% to 8.30%. Consequently, the presented results confirm the usefulness of the method for the quantitative assessment of the quality of the recycling process.

Authors

Institutions

Publication Details

Journal
Materials
Published
2025-09-28
DOI
https://doi.org/10.3390/ma18194519
Primary Topic
Electron and X-Ray Spectroscopy Techniques
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Quantitative Evaluation of Composite Recyclability Using Visible-Light Microscopy and Image Processing Techniques

Jacek Fal, Jolanta Sobczak, Róża Dzierżak, Gaweł Żyła
Materials
Electron and X-Ray Spectroscopy Techniques
article

Quantitative Evaluation of Composite Recyclability Using Visible-Light Microscopy and Image Processing Techniques

Jacek Fal, Jolanta Sobczak, Róża Dzierżak, Gaweł Żyła
article en

Abstract

Composites are essential materials in a wide range of industrial and medical applications due to their unique functional properties. One of the main issues of composites arises at their end-of-life stage, especially in terms of the recyclability process and its quantitative evaluation. In this study, we present a quantitative methodology for assessing the quality of composite recycling, using a paraffin-based microcomposite with the addition of tungsten particles (at one concentration 50 wt.%) as an example. Our approach combines visible-light microscopy with digital image processing techniques to obtain quantitative metrics related to recycling efficiency. The tools utilized-recognized as relatively common and uncomplicated for use in various scientific fields-have shown that the value of average particle density significantly decreased from a primary value of 43.30% to 8.30%. Consequently, the presented results confirm the usefulness of the method for the quantitative assessment of the quality of the recycling process.

MaterialsVol. 18(19)
Rzeszów University of Technology (PL), Lublin University of Technology (PL), University of Rzeszów (PL)
Openalex Percentile: Top 75%
Electron and X-Ray Spectroscopy Techniques
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Quantitative Evaluation of Composite Recyclability Using Visible-Light Microscopy and Image Processing Techniques — Jacek Fal, Jolanta Sobczak, et al. · Materials (2025) | TGRS Research Map | TGRS