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Texture-informed, non-destructive assessment of ore comminution behaviour
Luleå University of Technology, Department of Civil, Environmental and Natural Resources Engineering, Minerals and Metallurgical Engineering.ORCID iD: 0009-0009-3383-0004
Luleå University of Technology, Department of Civil, Environmental and Natural Resources Engineering, Minerals and Metallurgical Engineering.ORCID iD: 0000-0003-4861-1903
Luleå University of Technology, Department of Civil, Environmental and Natural Resources Engineering, Minerals and Metallurgical Engineering.ORCID iD: 0000-0002-5979-5608
2026 (English)In: Powder Technology, ISSN 0032-5910, E-ISSN 1873-328X, Vol. 473, article id 122168Article in journal (Refereed) Published
Abstract [en]

Ore texture and mineralogy exert a dominant control on breakage behaviour, liberation, and intrinsic mechanical properties during comminution; however, extracting texture-related information in a form suitable for geometallurgical studies remains challenging. This study investigates the potential of P-wave ultrasonic velocity as a non-destructive proxy of comminution-relevant ore properties. Samples from porphyry copper, orogenic gold, and iron oxide-apatite deposits were characterised using ultrasonic pulse velocity measurements in combination with modal mineralogy, textural analysis, rebound hardness, and small-scale comminution testing. Multivariate statistical analysis reveals systematic relationships between P-wave velocity and intrinsic ore properties, reflecting variations in mineralogy, texture, and mechanical response. Microwave-treated samples further demonstrate that P-wave measurements are sensitive to defect generation and microstructural modification. These results indicate that P-wave ultrasonic velocity provides a promising, non-destructive indicator of ore characteristics relevant to comminution performance, with potential applications in geometallurgical characterisation and ore variability assessment.

Place, publisher, year, edition, pages
Elsevier, 2026. Vol. 473, article id 122168
Keywords [en]
Ore texture, Non-destructive analysis, Rock hardness, P-wave, Ultrasonic pulse velocity, Micro-X-ray fluorescence
National Category
Metallurgy and Metallic Materials Mineral and Mine Engineering
Research subject
Mineral Processing; Centre - Centre for Advanced Mining & Metallurgy (CAMM)
Identifiers
URN: urn:nbn:se:ltu:diva-116449DOI: 10.1016/j.powtec.2026.122168ISI: 001685032400001Scopus ID: 2-s2.0-105029225448OAI: oai:DiVA.org:ltu-116449DiVA, id: diva2:2040193
Funder
Vinnova, 2024-02655
Note

Full text license: CC BY

Available from: 2026-02-19 Created: 2026-02-19 Last updated: 2026-02-19

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Månbro, CarolinaRosenkranz, JanParian, Mehdi

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