Framework for a closed-loop cooperative human Cyber-Physical System for the mining industry driven by VR and AR: MHCPS

Xie, Jiacheng; Wang, Xuewen

doi:10.1016/j.cie.2022.108050

Cited by 40 publications

(6 citation statements)

References 35 publications

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“…Special empirical knowledge is also required at a programming process of modeling characteristics in applied sciences. Software include the information from the field which it is supposed to be used [5][6][7]. There are some specialties and industries where it has been used from several areas [8,9].…”

Section: Methodsmentioning

confidence: 99%

The virtual laboratory complexes in education system of food technologies

Razakov

2023

2nd International Conference on Computer Applications for Management and Sustainable Development of Production and Industry (CM

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Researcher has presented the modern software systems which are used to train food industry specialists in the bachelor's program of the Moscow State University of Food Production. Author has presented the features of the modern Russian Federation education system. It has been highlighted the most significant elements in the process of training specialists at the bachelor education level. There are the main virtual laboratory installations which are used to train specialists in the areas of 19.00.00 (Industrial ecology and biotechnology), 16.03.03 (Refrigeration, cryogenic equipment and life support systems), 16.04.03 (Refrigeration, cryogenic equipment and life support systems) at the department of Processes, apparatus, refrigeration equipment and technologies. The main elements of three virtual laboratory complexes, which are used for conducting laboratory classes, has described in this paper by author. Researcher has considered the summary plan of the laboratory works, as well as the main positions of the methods for conducting these laboratory classes in the virtual software systems. There is a review of modern virtual laboratory complexes, which are used in the training of specialists in different fields of study in bachelor's and master's programs in this article. Author has described the modern trends in the improvement of the developed educational laboratory work. Also researcher has considered the teaching methods for them in this paper.

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Section: Methodsmentioning

confidence: 99%

The virtual laboratory complexes in education system of food technologies

Razakov

2023

2nd International Conference on Computer Applications for Management and Sustainable Development of Production and Industry (CM

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“…This approach improves planning efficiency and reduces errors in project implementation. The use of VR/AR in the mining industry not only ensures safety and high levels of personnel training, but also greatly facilitates project planning and design (Xie et al, 2022). These technologies bring innovation to the industry, contributing to its development and increasing overall productivity.…”

Section: Figure 1 the Largest Mineral Deposits Located In The Zhytomy...mentioning

confidence: 99%

Digital modelling technologies in the mining industry: Effectiveness and prospects of digitalisation of open-pit mining enterprises

Kunytska,

Piskun,

Kotenko

et al. 2024

bcstu

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Due to the rapid development of the mining industry and the need to increase its competitiveness, digital modelling technologies for open-pit mining enterprises become a relevant and important direction of research. The aim of this study is to analyse integrated digital models for optimising open-pit mining enterprises, aimed at increasing productivity, ensuring safety, and reducing environmental impact. Among the methods used, it is worth mentioning the analytical method, classification method, functional method, statistical method, synthesis method, and others. During the research, an analysis of integrated digital models for optimising the operation of open-pit mining enterprises was conducted. The implementation of integrated digital models in mining enterprises has led to a significant increase in the level of resource extraction productivity, providing a more efficient organisation of work processes. Improvement in the safety system has also been identified, where these models allowed for timely detection and management of potential risks. In addition, the application of digital modelling technologies has contributed to a significant reduction in negative impact on the natural environment, implementing more environmentally sustainable methods of resource extraction and processing. The integration of digital technologies has allowed optimising work processes, making them more efficient and resilient. The study also emphasises the importance of using digital models in the context of predictive analysis and decision-making. The overall conclusion is that digital modelling technologies are a key tool for achieving optimal functioning of modern mining enterprises. A detailed study of modern optimisation methods for mining enterprises will allow optimising work processes, increasing efficiency, and reducing negative environmental impact

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“…In [26], the authors present a closed-loop cooperative human CPS for the mining industry that exploits the information obtained from AR and Virtual Reality (VR) systems. The main goal of this research is to allow human interaction with the mining operation by means of a deep integration of AR and VR; this integration makes visual information available to the operator that is supported during the operations in terms of making the correct decisions, conduct inspections and interacts with the equipment.…”

Section: Related Workmentioning

confidence: 99%

Digital twins based on augmented reality of measurement instruments for the implementation of a cyber-physical system

Liccardo¹,

Bonavolontà²,

Moriello³

et al. 2022

Acta IMEKO

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The recent increase on the Internet of Things and Industry 4.0 fields has led the research topics to investigate on the innovative technologies that could support these emerging topics in different area of applications. In particular, the current trends are to close the gap between the physical and digital worlds, thus originating the so-called Cyber-Physical System (CPS). A relevant feature of the CPS is the digital twin, i.e., a digital replica of a process/product with which user can interact to operate on the real world. In this paper, the authors propose an innovative approach exploiting an Augmented Reality solution as Digital Twin for the measurement instrument to obtain a tight connection between the measurements as physical world and the Internet of Things as digital applications. In fact, by means of the adoption of the 3D scanning strategy, Augmented Reality software and with the development of a suitable connection between the instrument and the digital world, a Cyber-Physical System has been realized as an IoT platform that collect and control the real measurement instrument and makes its available in Augmented Reality. An application example involving a digital storage oscilloscope is finally presented to highlight the efficacy of the proposed approach.

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Framework for a closed-loop cooperative human Cyber-Physical System for the mining industry driven by VR and AR: MHCPS

Cited by 40 publications

References 35 publications

The virtual laboratory complexes in education system of food technologies

The virtual laboratory complexes in education system of food technologies

Digital modelling technologies in the mining industry: Effectiveness and prospects of digitalisation of open-pit mining enterprises

Digital twins based on augmented reality of measurement instruments for the implementation of a cyber-physical system

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