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Upping AI At Copper Mines

Tyree Group – An Australian success story

  Tyree Group is a standout example of modern Australian manufacturing excellence, combining eight decades of industrial innovation with a deep, sustained commitment to education, engineering, and community philanthropy. It…

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Copper Weekly Brief — Week Ending 19 June 2026

  June 19, 2026 · Mining Market overview – Copper traded through the week-ending 19 June in the upper‑13,000 USD/t range on the LME, with the official LME cash price at…

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Copper Weekly Brief -12th June 2026

Market overview – Copper traded through the week-ending 12 June in the low‑to‑mid‑13,000 USD/t range on the LME, below the brief spike above 14,000 USD/t seen in May but still more than…

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Smarter by Design: Anax Metals and the Whim Creek Opportunity

Ore sorting, sulphide flotation and bioleaching :    The Pilbara is iron ore country. But 120 kilometres east of Karratha, Anax Metals is pursuing a very different story at its…

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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

Tyree Group – An Australian success story

  Tyree Group is a standout example of modern Australian manufacturing excellence, combining eight decades of industrial innovation with a…

Read More

Copper Weekly Brief — Week Ending 19 June 2026

  June 19, 2026 · Mining Market overview – Copper traded through the week-ending 19 June in the upper‑13,000 USD/t range…

Read More

Copper Weekly Brief -12th June 2026

Market overview – Copper traded through the week-ending 12 June in the low‑to‑mid‑13,000 USD/t range on the LME, below the brief…

Read More

Smarter by Design: Anax Metals and the Whim Creek Opportunity

Ore sorting, sulphide flotation and bioleaching :    The Pilbara is iron ore country. But 120 kilometres east of Karratha,…

Read More

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