The digital transformation process that the industry is going through is analyzed, along with other relevant trends that are likely to shape the mining of the future. Additionally, a case study is presented to illustrate the technical and economic implications of developing a disruptive innovation project. Similar content being viewed by others.
Digital process twins will enable quick wins in process mining, provide context and establish priorities to deliver business value. Bottom line: What was more digital twin and DTO theory in 2019 is getting way closer to reality in 2022.
What is a digital twin? In its simplest form, a digital twin is a virtual simulator of mining operations; a carbon copy in the digital world where management can manipulate a huge number of variables over a given time period to see how changes will affect both up- and down-stream processes.
A digital twin of the Curiosity rover helped NASA solve the robot''s heat issues. At CERN, the European particle accelerator, digital twins help with detector development and more mundane tasks
4 · Furthermore, a study area situated near a mining town Chinchilla at the Western Down Regional Council, Queensland, Australia, was selected to validate the prototype in the real world. and Sreeni Chadalavada. 2024. "Spatial Digital Twin Architecture for the Field Design Process of Oil and Gas Projects in Australia" Land 13, no. 7: 902. https
The Digital Twins (DT) approach holds immense promise for the mining industry. It enables real-time monitoring and modeling of various mining processes, from geotechnical aspects to drilling and blasting, fleet management, and energy efficiency.
This article discusses the different types of digital twins available in the mining sector, and why a digital twin-enabled Manufacturing Execution System (MES) is vital for the effective transformation of minerals processing plants.
Digital twin technology can avoid unplanned infrastructure shutdowns, increase safety and extend asset lifespan. The mining industry is vital in the global shift towards net-zero emissions by 2050.
Utilizing digital twins to improve mining machinery productivity. Virtual simulations will prove themselves to be extremely useful when planning schedules and operations.
The use of digital twins provides a competitive advantage for supply chain management. Digital twins are helping to increase visibility in the supply chain. As noted earlier, the pandemic highlighted the weakness of the supply chain in knowing where critical supplies were, mapped across the various tiers. This knowledge was unknown; at best
Combining immersive visualisation with real-time spatial computer graphics could improve the usability and acceptance of DTs in the minerals industry which has been used successfully in training while underexplored for operational scenarios.
Digital twins provide a method for tying people, processes and technology together at the site level, and managing these transitions in structured, risk adjusted ways.
The digital twin of the operational scenario presented in the paper is meant to be able to drive the development of customized PSS solutions in the mining industry now facing the transition toward electromobility and autonomy.
Digital twins are digital copies of real assets, structures, or operations used in mining. These digital equivalents give mining businesses access to real-time data and observations, allowing them to proactively evaluate and improve their activities.
Digital Twins (DT) have become popular in various industries to solve complex problems. A true DT allows for bidirectional real-time data flows between the physical and virtual worlds.
A mine digital twin is a representation of the whole or a part of the mining value chain being updated from real-time data to facilitate decision-making. Research works developing a DT framework in surface mining are not such considerable in number.
The project results highlight the extensive value of digital twin technology for the mining and minerals industry, successfully using the comminution digital twin to evaluate multiple operating scenarios under different control strategies — without disrupting plant operations.
Digital twin technology can transform the mining industry by visually representing physical assets and processes. This can help mining companies improve safety, efficiency, productivity and
This idea is the essence of a digital twin: a virtual representation of an object or system that spans its lifecycle is updated from real-time data, and uses simulation, machine learning and other artificial intelligence techniques to inform decision-making. While we are not quite there yet, this is where mining is headed.
In recent years, digital twin (DT) technology has received much interest from the mining community. Despite the potential to revolutionize mining processes in the long-term, this technology is still nascent, and many companies are unsure how to leverage it for their industry-specific applications.
The Digital Twins solution is beneficial for planning schedules and operations in the mining industry. Simulation of the work environment enables miners to create long-term and short-term programs. Additionally, they can make accurate estimates for drilling, crushing, and extraction.
The software-maker is now digging into the creation of digital twins, with an initial focus on the mining and construction industry, using the NVIDIA Omniverse platform for connecting and building custom 3D pipelines.
The case study elucidates a practical result on Stacker machine used in mining industry simulating the mechanism and the automatism of this system. This developed digital twin will be used to simulate critical scenarios and see the behavior of the stacker components in order to optimize the usage of this machine increasing its availability and
Digital twins allow mining operators to assess and interpret data from smart sensors and machine interconnection to improve operational safety and efficiency through AI-enabled technologies. This will transform mining into one of the safest occupations of its kind.
Digital twins aid in mining sustainability by integrating real-time environmental data, optimizing resource utilization, reducing emissions, and mitigating environmental footprint through optimization of air quality,
A digital twin is the creation of a virtual, 3D replica of physical assets, structures, equipment, or entire mining sites. It is an accurate and dynamic copy of real-world assets, serving