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    Anglo American Active Hyperspectral Sensing: real-time ore control for plant engineers

    July 3, 2026|

    Reviewed by Tom Sullivan

    First reported on International Mining – News

    30 Second Briefing

    Anglo American is deploying Active Hyperspectral Sensing (AHS) to enable real-time ore selection by directly measuring mineralogy and grade on moving material streams rather than relying solely on delayed drill-core assays and laboratory sampling. Mounted over conveyors or on mobile platforms, the AHS units capture continuous hyperspectral data across hundreds of wavelengths, allowing rapid classification of ore and waste domains and tighter control of feed variability to crushers and mills. For geometallurgists and plant operators, this supports shorter reconciliation loops, more precise stockpiling and blending, and faster response to geological heterogeneity.

    Technical Brief

    • Active Hyperspectral Sensing uses controlled illumination, avoiding dependence on variable ambient light for spectral quality.
    • Sensors capture hundreds of contiguous spectral bands, enabling discrimination of mineral species with overlapping visual appearance.
    • Calibration relies on supervised machine-learning models trained against laboratory assays and mineralogical reference datasets.
    • Data volumes are high; on-board edge processing compresses and classifies spectra before transfer to mine networks.

    Our Take

    Anglo American’s work on real-time ore selection sits alongside multiple copper-focused items in our database, including its joint mine plan with Codelco at Los Bronces/Andina, signalling that ore characterisation and selective mining tools are likely being geared towards large, long-life copper systems.

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    Prepared by collating external sources, AI-assisted tools, and Geomechanics.io’s proprietary mining database, then reviewed for technical accuracy & edited by our geotechnical team.

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