TECHNOLOGY

Teck adds AI for the long haul

New system identifies fleet maintenance issues

Teck has reported potential savings of US$1 million at one site alone using the machine-learning system

Teck has reported potential savings of US$1 million at one site alone using the machine-learning system

According to the US National Mining Association, Teck has implemented a machine-learning system to spot maintenance problems with trucks that would otherwise be difficult, or even impossible, for a human to identify.

The system collects and monitors data points and uses algorithms to predict issues such as possible electrical failures.

Teck has reported that, from one site alone, it could potentially realise US$1 million in savings annually using the program to minimise unplanned maintenance, reduce overall maintenance costs and extend equipment life.

The mining company has used sensors and data for health monitoring and repair management on its Caterpillar and Komatsu haul truck fleets at its steelmaking coal operations since 2011.

Teck's sites including Fording River Operations, Line Creek Operations, Greenhills Operations and Elkview Operations in British Columbia's Elk Valley region are now using the machine-learning system for haul truck maintenance.

Teck's operational and project portfolio spans Canada, the US, Chile and Peru.

A growing series of reports, each focused on a key discussion point for the mining sector, brought to you by the Mining Magazine Intelligence team.

A growing series of reports, each focused on a key discussion point for the mining sector, brought to you by the Mining Magazine Intelligence team.

editions

Mining Magazine Intelligence Exploration Report 2024 (feat. Opaxe data)

A comprehensive review of exploration trends and technologies, highlighting the best intercepts and discoveries and the latest initial resource estimates.

editions

Mining Magazine Intelligence Future Fleets Report 2024

The report paints a picture of the equipment landscape and includes detailed profiles of mines that are employing these fleets

editions

Mining Magazine Intelligence Digitalisation Report 2023

An in-depth review of operations that use digitalisation technology to drive improvements across all areas of mining production

editions

Mining Magazine Intelligence Automation Report 2023

An in-depth review of operations using autonomous solutions in every region and sector, including analysis of the factors driving investment decisions