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Conference Proceedings

Application of Computers & Operations Research in the Minerals Industry (APCOM) Proceeding 2025

Conference Proceedings

Application of Computers & Operations Research in the Minerals Industry (APCOM) Proceeding 2025

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A novel way to view mining operations

The Spatial Digital Twin (SDT) signifies a major leap forward in the visualisation and management of mining operations. This cutting-edge technology integrates the Internet of Things (loT), Artificial Intelligence (Al), and data analytics with spatial data and 3D visualisations to create a virtual model that replicates real-world mining assets and systems. The SDT utilises predictive models to forecast potential issues and optimise maintenance schedules, thereby enhancing operational reliability and minimising downtime. The SDT encompasses a variety of features designed to improve mining operations. The 3D models of each component provide a detailed and accurate representation of the mining site, facilitating improved planning and visualisation. For example, SDT can simulate the entire mine site layout, including haul roads, stockpiles and infrastructure, allowing mine planners to anticipate equipment movements and logistics challenges. Measurement tools within the SDT enable precise calculations of elevation, vegetation, and drainage, which are essential for volumetric calculations and other critical assessments. 3D visualisation tools allow engineers to detect potential geotechnical hazards in open pit mines by analysing slope angles and stress factors in rock formations. These tools assist in monitoring and managing the environmental impact of mining activities, ensuring compliance with regulations and sustainability objectives. The integration of geospatial and video analytics further enhances site security and operational compliance, mitigating the risk of accidents and ensuring prompt responses to incidents. For instance, Al-powered video analytics can detect unauthorised personnel or unexpected vehicle movements in restricted areas, triggering immediate alerts. This virtual environment allows users to explore a 3D landscape, providing a comprehensive representation of both the static and dynamic aspects of mining operations. Such immersive insights facilitate informed decision-making, operational optimisation, and heightened efficiency. In conclusion, the Spatial Digital Twin is a transformative tool that enhances the decision-making process for mine planners and engineers by providing a unified, real-time view of mining operations. Its advanced analytics capabilities support enhanced decision-making and operational efficiency, rendering it a valuable asset in the digital transformation of the mining industry.
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  • A novel way to view mining operations
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  • Published: 2025
  • Unique ID: P-04773-M1K7G7

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