Enabling Digital Twins in Industry 4.0

Vitor, Rafael; Keller, Breno; Barbosa, Débora Lage Moreira; Diniz, Débora Nasser; Silva, Mateus Coelho; Oliveira, Ricardo Augusto Rabelo; Delabrida, Saul

doi:10.1007/978-3-031-08965-7_24

Cited by 1 publication

(1 citation statement)

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“…At the same time, digital clones with asynchronous requirements for the software interface make it possible to connect various users (machine operators, mining engineers, state mining inspectors) with artificial intelligence systems that process information from smart sensors and mining equipment of various types [43]. Digital twins-complex cyber-physical systems-can significantly increase the annual productivity of mining machines and labor safety by overcoming the "bottlenecks" of unequal transmission and the data processing rates of various information systems and equipment controllers [44]. Digital twins, by processing and visualizing large amounts of data about real physical processes asynchronously and The integration of various equipment complexes based on the Internet of Things requires the processing of incomparably larger amounts of information than that generated by individual devices, which is intended to be facilitated by the use of the Distributed Frequent Itemset Mining Algorithm [40].…”

Section: Review Of End-to-end Technologies Of Industry 40 In Surface ...mentioning

confidence: 99%

Development of Surface Mining 4.0 in Terms of Technological Shock in Energy Transition: A Review

Zhironkin

Taran

2023

Energies

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The expansion of end-to-end Industry 4.0 technologies in various industries has caused a technological shock in the mineral resource sector, wherein itsdigital maturity is lower than in the manufacturing sector. As a result of the shock, the productivity and profitability of raw materials extraction has begun to lag behind the industries of its deep processing, which, in the conditions of volatile raw materials markets, can provoke sectoral crises. The diffusion of Industry 4.0 technologies in the mining sector (Mining 4.0) can prevent a technological shock if they are implemented in all segments, including quarrying (Surface Mining 4.0). The Surface Mining 4.0 technological platform would connect the advanced achievements of the Fourth Industrial Revolution (end-to-end digital artificial intelligence technologies, cyber-physical systems and unmanned production with traditional geotechnology) without canceling them, but instead bringing them to a new level of productivity, resource consumption, and environmental friendliness. In the future, the development of Surface Mining 4.0 will provide a response to the technological shock associated with the acceleration of the digital modernization of the mining sector and the increase in labor productivity, which are reducing the operating costs of raw materials extraction. In this regard, the given review is an attempt to analyze the surface mining digital transformation over the course of the diffusion of Industry 4.0 technologies covered in scientific publications. The authors tried to show the core and frontiers of Surface Mining 4.0 development to determine the production, economic, and social effect of replacing humans with digital and cyber-physical systems in the processes of mineral extraction. Particular attention was paid to the review of research on the role of Surface Mining 4.0 in achieving sustainable development goals.

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Section: Review Of End-to-end Technologies Of Industry 40 In Surface ...mentioning

confidence: 99%