2022
DOI: 10.3390/min12020210
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Digitalization Solutions in the Mineral Processing Industry: The Case of GTK Mintec, Finland

Abstract: The technologies used in mineral process engineering are evolving. The digital mineral processing solutions are based on advances in our ability to instrumentally measure phenomena at several stages of the beneficiation circuit, manage the data in real-time, and to analyze these data using machine learning to develop the next generation of process control. The main purpose of this study is to overview various digital solutions for mineral processing plants and characterization laboratories while emphasizing th… Show more

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Cited by 15 publications
(19 citation statements)
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References 52 publications
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“…The industry can benefit from access to previously unavailable information through the B2B data trade. This would allow partners to exploit the collective data volume though machine learning (ML), artificial intelligence (AI), ,, and digital laboratories with augmented and virtual reality (AR/VR), , and can inform mineral systems analysis and exploration, , process innovation, and supply chain management . Similarly, transdisciplinary stakeholder collaborations can contribute to joint problem solving. Policy Trends and Best Practice Examples .…”
Section: Framework For Systems Integrationmentioning
confidence: 99%
“…The industry can benefit from access to previously unavailable information through the B2B data trade. This would allow partners to exploit the collective data volume though machine learning (ML), artificial intelligence (AI), ,, and digital laboratories with augmented and virtual reality (AR/VR), , and can inform mineral systems analysis and exploration, , process innovation, and supply chain management . Similarly, transdisciplinary stakeholder collaborations can contribute to joint problem solving. Policy Trends and Best Practice Examples .…”
Section: Framework For Systems Integrationmentioning
confidence: 99%
“…Digital platforms are important for mediating transactions and information exchanges between customers and companies, mainly through online customer service portals. Through these portals, companies can offer assistance to customers from presales to post-sales, including details of products and services, tracking, order history, technical support, among others, with greater agility and accuracy (Nad et al, 2022). Social media are virtual environments that help improve engagement, dialog, and trust between customers and companies.…”
Section: Digitalization Of Customer Service In Smesmentioning
confidence: 99%
“…Previously, it was a connection of man and machines with the help of intermediary devices-controllers [26]. As a result, in the last decade, there has been a steady increase in labor productivity in quarries around the world [27].…”
Section: Review Of End-to-end Technologies Of Industry 40 In Surface ...mentioning
confidence: 99%
“…Smart sensors for temperature, humidity, light, speed, and infrared radiation represent the frontier of the Internet of Things in Surface Mining 4.0 [36]. The core of the Internet of Things technologies, as applied to surface mining, is connected with the management of the power supply of equipment with high productivity using the principles of plug-and-play, full feedback from energy consumers, involvement of renewable energy sources in the power supply processes of quarries, and machine-to-machine interactions [27,37]. The real-time monitoring of the technical condition and performance of mining equipment with the introduction of Internet of Things technologies can obtain the maximum efficiency [38].…”
Section: Review Of End-to-end Technologies Of Industry 40 In Surface ...mentioning
confidence: 99%