Overview
The Intelligent Mine is one in which vast quantities of quality data are transformed into predictive intelligence, leading to a safe, fully integrated, systemised and self-learning operations.
Why?
The aim is to remove the uncertainty and variability that characterises mining today. We are re-imagining the mining value chain with the power of data, from discovery to marketing.
How
We are building a digital ecosystem that underpins a digital way of working, operations are being digitised through sensors and other instrumentation, and artificial intelligence is being used to accelerate a range of processes, beginning with ore body characterisation.
Data analytics - VOXELTM
Anglo American is transforming into a truly data driven organisation. Our Data Analytics team is helping to maximise the value of our data and digital footprint, including for many of our stakeholders. We are leveraging the potential of our data through integrated digital software, for planning, simulation, execution and monitoring across the core of our value chain.
We are building an integrated end-to-end data solution that brings together the discovery of the mineral in the ground, the mining processes, the processing of the final product, and the logistics and delivery to the port and our customers.
This data transformation is contributing to the delivery of our business performance targets, by developing our people and transforming our processes, improving safety, health, sustainability, efficiency and optimal stable operational performance, through our technology platform – VOXELTM.
Our digital products and services are designed to maximise the safety and productivity of our people and assets, to provide us with a robust ability to predict the outcomes of our operational plans and to support our financial performance and Sustainable Mining Plan goals.
Digitalisation, together with numerous physical technologies, will fundamentally redesign many of our mining processes, delivering the Intelligent Mine – a key part of our FutureSmart Mining™ programme.
For example, we have implemented predictive maintenance models that are detecting failures before they occur and reducing unplanned down time, thereby increasing our throughput at sites including Barro Alto, Mogalakwena and Amandelbult.
Digital twins
Our machine learning digital twins are generating accurate “best operational recipes” for complex processing units – with a few clicks on a smartphone, six hours ahead of schedule. This means our sites are able to make the best decisions and can multiply mineral recovery from each load of ore, while reducing the energy and water required.
Advanced Process Control
With Advanced Process Control we are reducing process variability and enabling further throughput efficiencies (<5% range and even higher when considering energy efficiency). For example, at Los Bronces, we have achieved an 8% absolute energy reduction across three SAG mills and a 12% reduction in specific energy consumption.