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Upping AI At Copper Mines

Australian Innovation Continues: Key Tubing & Electricals’ Enduring Reinvention

Australian manufacturing is often discussed through the language of decline: factories closing, production moving offshore, capability disappearing. But that is only part of the story. Some manufacturers have survived by…

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Copper Weekly Brief – Week Ending 11 September 2026

Market Overview Copper set fresh records this week before retreating sharply as doubts emerged over the US tariff plan that has distorted global inventories and pricing. LME three-month copper broke…

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Copper to the World 2026

  We had the privilege to attend and participate in this year’s Copper to the World Conference held last week in Adelaide on 2-3 September, and promoting the ICAA’s digital…

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Copper Weekly Brief – Week Ending 4 September 2026  

  Market Overview Copper spent the week consolidating below the record set on 25 August, when COMEX futures touched the equivalent of US$14,770/t (US$14.77/kg) and LME three-month metal came within…

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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

Australian Innovation Continues: Key Tubing & Electricals’ Enduring Reinvention

Australian manufacturing is often discussed through the language of decline: factories closing, production moving offshore, capability disappearing. But that is…

Read More

Copper Weekly Brief – Week Ending 11 September 2026

Market Overview Copper set fresh records this week before retreating sharply as doubts emerged over the US tariff plan that…

Read More

Copper to the World 2026

  We had the privilege to attend and participate in this year’s Copper to the World Conference held last week…

Read More

Copper Weekly Brief – Week Ending 4 September 2026  

  Market Overview Copper spent the week consolidating below the record set on 25 August, when COMEX futures touched the…

Read More

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