120 TPH

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The SAG mill optimization model delivered scenarios exceeding +120 TPH. One hundred and twenty tons per hour of additional throughput. That number kept bouncing around in my head all day. Months of work – data pipelines, model iterations, validation with the operations team – and now it’s showing up in production numbers. There’s a particular satisfaction in seeing real tonnage move because of something you built. Today was a good day.

Mining optimization pipeline

Impact estimate:
+120 TPH × 365 days × copper_price = significant annual value
Real tonnage moved by a model — not just a metric on a dashboard