intelligent unmanned mining technology of coal mines. Fully mechanized intelligent unmanned mining technology refers to the safe and efficient mining technology that is equipped with hydraulic support, a shearer, a scraper con-veyor, and other fully mechanized mining equipment with sensing, memory, learning, and decision-making abilities.
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With the mining industry continuing to prioritise safety and efficiency, robotics and automation are taking on increasingly pivotal roles. Robotic devices powered by artificial intelligence can perform a wide range of …
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Construction practice and key technologies of intelligent mine [J].Industry and Mine Automation, 47(02):116-120. Crossref. Google Scholar [3] CUI Yazhong, BAI Mingliang, LI Bo. 2019. Key technology and development research on big data of intelligent mine [J].Coal Science and Technology, 47(03): 66-74.
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The year 2024 has seen the development of various automated and smart systems for mining operations, such as AHS, AI-based automated mining models, data-driven mining …
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The safety of mining has always been a concern. The occurrence of safety accidents not only endangers human health, but also causes serious damage to the ecological environment. With the continuous upgrade and improvement of mining technology, most mines are undergoing intelligent construction and transformation. In order to analyze security risks …
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Traditional mining theories have been continuously developed to form more cutting-edge mining theories, and cutting-edge technologies such as the Internet of Things, big data, artificial intelligence, 5G, edge computing, and virtual reality have also considerably advanced the level of mining technology for coal resources.
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Time dynamics of the number of publications on mine ventilation in the period from 2014 to 2023. Figure 1 illustrates that the proportion of publications discussing the application of AI within the total articles on mine ventilation has notably increased over the past four years, surpassing 20% by the end of 2023. Deep learning emerged as one of the frequently cited keywords in a cluster ...
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The open pit mining industry is a pillar of the global economy, yet it faces challenges in terms of safety, operational efficiency and environmental impact. To overcome these challenges, intelligent systems and artificial intelligence (AI) offer unique opportunities to improve the productivity and sustainability of mining. This article explores how intelligent systems engineering applied to ...
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Scientific and technological innovation is an important driving force for the construction of green mines in the green mine construction process, which technically guarantees cost reduction and efficiency improvement; intelligent mines reflect how to make production at the optimal level, how to maintain the coordinated relationship between resource development and …
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This paper reviewed the development process and the current status of comprehensive mechanized coal mining equipment technology in China. The definition and technical connotation of the intelligent coal mine on the basis of the artificial intelligence and technology of the Internet of Things (IoT) are proposed. The paper researched and practiced the key technology related …
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The concept of intelligent mining, also known as the fourth mining revolution, mining 4.0, has been accepted by many scientists as the best approach to improve safety in mining environments. The study by Nutter et al. (1986) developed the first-ever intelligent mine safety management system for underground mines to support ventilation ...
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Efficient access,analysis and utilization of big data can effectively promote the integration of mine intelligent application services.
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Liu [19] examined the latest progress of intelligent technology for underground mining of hard rock mines in drilling, blasting, transportation, hoisting, ventilation, support and filling, and pointed out the importance of intelligent unmanned mining for the safe production of coal mining enterprises. Zhang [20] studied the application of ...
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It's simple: 5G empowers all industries with intelligence. As such, 5G-powered mining is ushering in seismic changes in the industry. Indeed, making mining more intelligent, 5G — to take just one example — allows open-pit mines to deploy a network of High Definition (HD) video cameras that transmit massive amounts of data in real time, eliminating the dangers involved in traditional …
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To improve discipline systems and address shortcomings of traditional mining theory, this work defines the safe and intelligent mining using the advanced theory and technology in the era of big data. It gives some explorations and challenges for the mining discipline theory and the basic construction of the course content system. Firstly, according to the development …
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As opposition to mining and metals projects builds, Dean Slocum and a panel of experts outline key lessons to help companies transform outrage and anger into meaningful progress for all ... Carly Leonida presents The Intelligent Miner's top 10 reads from the past 12 months. ... Carly Leonida and Alex Moss explore Canaria Technologies ...
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The level of intelligence across various industries, including mining, has experienced a notable advancement since the introduction of Industry 4.0. However, the societal demands for employee well-being, resource conservation, and environmental preservation continues to be unavoidable challenges. Thus, the parallel system theory based Industry 5.0 is proposed, which augments …
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However, existing mine intelligent monitoring technology mainly processes the video data in the cloud, which has problems, such as network congestion, large memory consumption, and untimely response to regional emergencies. In this paper, we address these limitations by utilizing the edge-cloud collaborative optimization framework. ...
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technologies. Intelligent mining technologies integrate the applica-tions of high-end technologies based on automation, information. technology, digital and artificial intelligence, and many other.
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The Future of Intelligent Mining. Tech advancements are already helping improve mine safety, remove waste and drive greater productivity. Mining companies are creating jobs that require artificial intelligence or automation-specific skills — from data scientists to automation engineers. Forward-thinking operators who foster innovation will ...
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Zhang [20] studied the application of intelligent unmanned mining technology throughout the process of mining working face. The above literatures primarily discussed the feasibility and effects of digital technologies in mining in a fragmented manner. No study has provided a systematic framework for the implementation of a digitalized CM energy ...
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The core of research work in this field includes 3D orientation, scanning roadway technology at the work face, intelligent control technology, and 3D visual technology; these are …
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Intelligent mining is the mining model in which the mining design, planning, production, scheduling, and decision-making are intelligentized by using digitized mining technology, the theory of system engineering, and the technologies such as network, automatic control, and artificial intelligence.
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Accelerated adoption of digital technologies, artificial intelligence, and analytics solutions is sweeping the globe—and the mining industry is no exception. With several years of proofs of concept under their belts, however, mining companies are coming to recognize that the intelligent mine is not merely a technology play.
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The mining industry is under growing pressure to improve efficiency as ore grades decline, reserves become more dispersed, and costs rise. Artificial Intelligence (AI), cloud computing, and IoT are just some of the innovative technologies that can help increase on-site efficiency, productivity, and safety.
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The construction of smart mines is an inevitable path for the future of the mining industry. Open-pit mining, with its vast array of process equipment, high correlation between operational links, and open operating environment, has always been a critical area for research in intelligent mining technologies.
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:In order to solve the outstanding problems faced by the coal mining,the key core technologies of the future development direction and the urgent breakthrough of the coal mining are found,the domestic and foreign energy structure and the coal status are analyzed. It is pointed out that using the scientific and technological progress to realize the safe and efficient green mining and …
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Intelligent trackless mining technology is based on intelligent unmanned equipment at the executive layer, such as rock-drilling jumbos, DTH drills, underground scrapers, …
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