{"id":81208,"date":"2023-02-09T04:21:48","date_gmt":"2023-02-09T04:21:48","guid":{"rendered":"https:\/\/globalroadtechnology.com\/\/?p=81208"},"modified":"2023-02-15T23:56:56","modified_gmt":"2023-02-15T23:56:56","slug":"ai-revolution-in-mining-maintenance","status":"publish","type":"post","link":"https:\/\/globalroadtechnology.com\/ai-revolution-in-mining-maintenance\/","title":{"rendered":"AI Revolution in Mining Maintenance"},"content":{"rendered":"

Miners will rely on Artificial intelligence (AI) more and more in the future.\u00a0<\/span>While most of us get caught up in its ability to generate text and create imagery, one of AI\u2019s significant benefits could appear in the physical world.<\/span><\/p>\n

A recent major study suggests AI could create up to $0.7 trillion in value for global industries by revolutionising <\/span>predictive maintenance <\/b>practices. <\/span>Second, only to something called \u201cdeep learning\u201d, AI\u2019s most common use, analysts say there is also a vast and growing need for AI-assisted predictive maintenance.\u00a0<\/span><\/p>\n

Today, around 40% of AI\u2019s value is used to develop \u201cdeep learning\u201d. <\/span>Where deep learning is loosely modelled on the human brain, using layers of artificial neural networks, AI predictive maintenance relies on its ability to process massive amounts of data quickly.<\/span><\/p>\n

AI can identify anomalies and avert breakdowns far more effectively using audio and video information than humans.<\/span><\/p>\n

And fault detection could include an unexpected sound from a haul-truck engine to a malfunction on a conveyor line picked up by sensors.<\/span><\/p>\n

AI: Hard at Work in Mining<\/strong><\/h2>\n

Beyond its benefits to predictive maintenance duties, AI is set to become a bright feature across modern mining operations.<\/span><\/p>\n

Here\u2019s a look at some of the additional vital roles that AI currently plays on mine sites:<\/span><\/p>\n

Mineral identification and analysis:<\/b> AI-powered image analysis is helping geologists quickly identify minerals and analyse ore quality.<\/span><\/p>\n

Autonomous mining:<\/b> Autonomous mining vehicles<\/a> and equipment are being developed and deployed increasingly in mining operations, decreasing the need for human function and improving efficiency.<\/span><\/p>\n

Safety and monitoring:<\/b> AI is also used to monitor mining operations in real-time, detecting potential hazards and alerting workers to environmental dangers, improving overall health and safety.<\/span><\/p>\n

Despite only around 20% of businesses currently using AI, It has the real potential to transform efficiency in the mining industry while reducing costs and greatly enhancing safety.<\/span><\/p>\n

Overall adoption of artificial intelligence (AI) remains low among businesses \u2013 at about 20% in recent studies.<\/span><\/p>\n

Data Drives Better Dust Suppression for Miners<\/strong><\/h2>\n

Dust suppression is a rising issue for heavy industries around the globe.\u00a0<\/span><\/p>\n

And it’s a specific area where SMART, automated and interconnected technology is making big strides.\u00a0<\/span><\/p>\n

GRT\u2019s SMART Dosing Units<\/a> are a cutting-edge solution to the problem of dust, particularly on busy haul roads.<\/span><\/p>\n

Able to capture critical data, and provide it back to fleet management teams, a SMART Dosing Unit provides valuable site-wide feedback on top of unrivalled dust control.\u00a0<\/span><\/p>\n

Designed and manufactured in Australia, GRT\u2019s Dosing Units \u2013 from hand-operated to fully automated \u2013 are in use with some of the world\u2019s leading miners, who rely on its SMART features, including:<\/span><\/p>\n