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Upping AI At Copper Mines

Copper Weekly Brief — week ending 2 October 2026

  Copper: about US$14,370/t on COMEX, US$14,250/t on LME Copper ends the week near a two-week low. COMEX is about 3% lower on the week, and LME closed at US$14,253.50/t…

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Copper Weekly Brief – Week Ending 25 September 2026

  Market Overview Copper climbed back to record territory this week, then eased as the Federal Reserve outlook took over. The rebound followed a sharp mid-month correction. On 14 September,…

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New geological insights sharpen South Australia’s copper opportunity

  New geological insights from Geoscience Australia’s Delamerian Project have strengthened the case for South Australia as a major future source of copper, gold and critical minerals, highlighting the prospectivity…

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Copper Weekly Brief – Week Ending 18 September 2026 18 Sept 2026 ·

  Market Overview Copper spent the week consolidating below US$14,100/t after last Thursday’s sharp reversal from a record US$14,875/t (US$14.88/kg), as the market priced a growing probability that the US…

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November 12, 2019 · John’s Blog, Mining

As I’ve said before, mining has not been known for digital innovation. That’s changing I’m glad to say.

Here in Australia the copper industry has just started a Technology Roadmap aimed at championing technologies to make mining smarter, greener, safer & more productive.

But individual companies all around the world are also taking high tech steps.

One stand out is the world’s biggest copper miner, Freeport-McMoran. The company is applying Artificial Intelligence-or AI-to boost production at its ageing Bagdad Copper mine in Arizona.

Like many established mines, Bagdad’s best copper is long gone. Meaning they have to crush more low grade ore to stay profitable.

The new system developed with McKinsery analyses data from sensors around the mine to suggest new ways to improve the performance of crushers and processing mills.

It had a practical breakthrough. The data showed the mine was producing 7 distinct types of ore that by adjusting the PH level in the flotation processing tanks could recover more copper.

With very little investment, the AI backed system has boosted production at Bagdad by 9,000 metric tons of copper this year.

Freeport-McMoRan is now rolling out the technology to all its mines in the Americas, aiming to raise output by 90,000 tons, or 5% of production.

The other upside is cost & environmental impact. To get an extra 90K tonnes out previously would have cost somewhere near $2B & involve lots of big equipment & energy.

AI, on the other hand, cost very little. It’s definitely one we’ll be looking at in our own Technology Roadmap.

Cheers

John Fennell

 

Featured

Copper Weekly Brief — week ending 2 October 2026

  Copper: about US$14,370/t on COMEX, US$14,250/t on LME Copper ends the week near a two-week low. COMEX is about…

Read More

Copper Weekly Brief – Week Ending 25 September 2026

  Market Overview Copper climbed back to record territory this week, then eased as the Federal Reserve outlook took over.…

Read More

New geological insights sharpen South Australia’s copper opportunity

  New geological insights from Geoscience Australia’s Delamerian Project have strengthened the case for South Australia as a major future…

Read More

Copper Weekly Brief – Week Ending 18 September 2026 18 Sept 2026 ·

  Market Overview Copper spent the week consolidating below US$14,100/t after last Thursday’s sharp reversal from a record US$14,875/t (US$14.88/kg),…

Read More

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