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Metals & Mining

Flotation and smelting optimisation

Key facts

typically3%drop in production losses
typically95%acceptance rate of recommendations achieved
Next Steps
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Top business benefits

Increased metal recovery and mine productivity

Improved operational efficiency

Floatation and smelting optimisation solution for increasing metal recovery.

In more detail

Full description

If a mine is to run at optimal efficiency, it must recover the vast bulk of the metal it mines. This innovative, dynamic floatation and smelting optimisation solution increases metal recovery rates by suggesting optimised parameters for smelting and flotation.

This recommendation engine, developed by one of the world’s largest mining companies, is driven by highly advanced, self-learning algorithms that have been trained using over a million data points.

An initial six-month programme provided a rigorous test for the 40 algorithms developed to run the technology. It is proven to increase metal recovery and boost production.

The challenge

Poor metal recovery is a major contributing factor when it comes to poor mine productivity. If a mine is to run at optimal efficiency, it must recover the vast bulk of the metal it mines. Yet, this is a problem that many mines still struggle with.

This innovative, dynamic floatation and smelting optimisation solution increases metal recovery rates by suggesting optimised parameters for smelting and flotation.

This recommendation engine, developed by one of the world’s largest mining companies, is driven by highly advanced, self-learning algorithms that have been trained using over a million data points. An initial six-month programme provided a rigorous test for the 40 algorithms developed to run the technology. It is proven to increase metal recovery and boost production.

The approach

This innovative, dynamic floatation and smelting optimisation solution increases metal recovery rates by suggesting optimised parameters for smelting and flotation.

This recommendation engine, developed by one of the world’s largest mining companies, is driven by highly advanced, self-learning algorithms that have been trained using over a million data points.

An initial six-month programme provided a rigorous test for the 40 algorithms developed to run the technology. It is proven to increase metal recovery and boost production.

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2022 Globee Award Winner

A bronze award in the 'Startup of the Year: Business Services' category