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How could artificial intelligence be used in the coal mining industry

  • Applications of artificial intelligence for coal mine gas
    Applications of artificial intelligence for coal mine gas

    Nov 01, 2021 Nowadays, with the continuous development and popularization of Internet information technology, we should make full use of the advantages of artificial intelligence, data mining, etc. to form a new method for processing complex data, realizing trend prediction and applying it to reality. 2.1. The prediction methods used in the study

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  • Application of Artificial Intelligence and Robotics to Mining
    Application of Artificial Intelligence and Robotics to Mining

    This paper will provide an overview of the rapidly evolving fields of artificial intelligence and robotics. The development of new theories and techniques and the potential of both these fields in mine design and planning are examined. A selection of areas for engineering applications of interest to the Canadian mining community are described

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  • (PDF) Determination of Coal Quality using Artificial
    (PDF) Determination of Coal Quality using Artificial

    The goal of paper is to identify, examines and evaluate most influential artificial intelligence algorithms that have been widely used in the data mining community, on

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  • How mining companies are using AI ... - Australian Mining
    How mining companies are using AI ... - Australian Mining

    Sep 13, 2019 Many of us would assume that advances in robotics, automation, artificial intelligence (AI) and machine learning would have been driven by the mining industry, due to the remote mine sites, the

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  • The fourth industrial revolution: bringing AI to mining
    The fourth industrial revolution: bringing AI to mining

    Dec 19, 2017 Artificial intelligence will transform the way we do everything – or so we are constantly told. But for industrial sectors such as mining, what does AI really offer? To find out, Heidi Vella caught up with Jane Zavalishina, CEO of Yandex Data Factory, which uses AI to increase efficiency and reduce costs in the mining sector

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  • How artificial intelligence can improve resilience in
    How artificial intelligence can improve resilience in

    Jun 25, 2020 How artificial intelligence can improve resilience in mineral processing during uncertain times. Even before the COVID-19 pandemic, mineral-processing companies were grappling with profound uncertainty. Those that took steps to harness the power of AI improved agility and operational resilience

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  • Latest Mining Technology Trends & Industry Challenges
    Latest Mining Technology Trends & Industry Challenges

    Jul 11, 2019 Implementing artificial intelligence technology generates day-to-day data in half the time than what has been used previously in the field. The mining industry evolves rapidly, so machine learning and AI impact the way mines today make choices for the future. Here are some ways the latest technology in artificial intelligence impacts the

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  • Coal - AITopics
    Coal - AITopics

    Sep 26, 2021 Toggle navigation AITopics An official publication of the AAAI. powered by i 2 k Connect. Toggle navigation; Login; Dashboard; AITopics An official publication of the AAAI

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  • 5 Top Artificial Intelligence Startups Impacting Mining
    5 Top Artificial Intelligence Startups Impacting Mining

    We analyzed 88 artificial intelligence (AI) startups in mining exploration. Earth AI, Aganitha, Minerva, OreFox, & Datarock develop 5 top solutions to watch out for. Learn more in our Global Startup Heat Map! Our Innovation Analysts recently looked into emerging technologies and up-and-coming startups working on artificial intelligence solutions

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  • Emerging Automation in the Coal Mining Industry You Need
    Emerging Automation in the Coal Mining Industry You Need

    Jun 02, 2020 Automations in the coal mining industry can be applied to two major areas: Automation in process. Automation in software. These automations have started making a place for themselves in the industry; however, they are still in their transition phase. It’s still a long way to go for the entire coal mining process to become completely automated

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  • Application of hybrid artificial intelligence model to
    Application of hybrid artificial intelligence model to

    Apr 01, 2020 A hybrid artificial intelligence model is proposed for predicting coal strength alteration induced by CO 2 adsorption. • BPNN, GA and AdaBoost algorithms are combined. • The GA-BPNN-AdaBoost model has good prediction accuracy and generalization ability. • The MIV is used to investigate the relative importance of each input variable

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  • Artificial Intelligence in the Energy Industry
    Artificial Intelligence in the Energy Industry

    Artificial Intelligence is on everyone's lips right now. It is the fastest growing branch of the high-tech industry. The German government sees AI as a key strategy for mastering some of the greatest challenges of our time, such as climate change and pollution. It is difficult to establish a clear differentiation of Artificial Intelligence or even a precise definition

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  • Artificial intelligence, machine learning and process
    Artificial intelligence, machine learning and process

    Apr 18, 2020 Machine learning and artificial intelligence are the two fields of computer science dealing with the innovative idea of inducing smartness and intelligence in machines and automating complex tasks and operations through modern learning algorithms. While the rest of the operational fields have been diligent in developing new technologies, the mining industry

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  • Reducing Fuel Consumption of Haul Trucks in Surface
    Reducing Fuel Consumption of Haul Trucks in Surface

    greenhouse gas emission reduction because the major energy sources used in the mining industry are petroleum products, electricity, coal and natural gas (Asafu and Mahadevan 2003 and Broom 2013). In surface mines, the most commonly used means of mining and hauling of materials is via a truck and shovel operation (Beatty and Arthur 1989 and

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  • Artificial Intelligence (AI) in the Oil, Gas & Mining
    Artificial Intelligence (AI) in the Oil, Gas & Mining

    Artificial intelligence in coal mining can go a long way in improving workers’ safety. In hazardous environments, there need to be systems in place that will reduce the number of people who are active in the mines at any one time

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  • AI in Mining - Emerj - Artificial Intelligence Research
    AI in Mining - Emerj - Artificial Intelligence Research

    Feb 02, 2019 Improve Mine Operations. Where AI is most directly in use in the mining industry right now is to improve efficiency. Mines are often giant industrial operations. Many of them are using the same basic advances in robots and smart sensors that we see in factories to improve their performance in mining

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  • Smart mining: How artificial intelligence can benefit
    Smart mining: How artificial intelligence can benefit

    Smart sorting is already applied in the mining industry for minerals and ores, and artificial intelligence algorithms powered by color sensors and X-ray data are improving the quality and quantity of, for example, the diamond recovery process. Deep neural networks, which use networks with massive amounts of data to learn, can provide even better grade ore and

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  • Future of mining with AI: Building the first steps
    Future of mining with AI: Building the first steps

    Embedding AI technology in pre‑existing systems is helping the mining industry reduce energy demand and decrease its environmental footprint. Ventilation presents the largest energy cost in an underground mine. Drawing on more than six years of data, Shyft Inc.is using machine learning to forecast energy peaks

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  • (PDF) Use of Artificial Intelligence, Machine Learning
    (PDF) Use of Artificial Intelligence, Machine Learning

    Implementation of Artificial Intelligence (AI), machine learning, and autonomous technologies in the mining industry started about a decade ago with the first application to autonomous trucks

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  • Artificial Intelligence is changing the mining industry
    Artificial Intelligence is changing the mining industry

    In short, systems powered by artificial intelligence use different algorithms to organise and understand vast amounts of data with the purpose of creating of making optimal decisions. One immediate application of AI in mining is during the prospecting phase, especially for discovering deposits

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  • AI Helping Extract Value In The Mining Industry
    AI Helping Extract Value In The Mining Industry

    One of the ways that the mining industry is utilizing AI is to learn more about the terrain that they are working with. The computer is able to much more precisely map out

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  • Applications of artificial intelligence for coal mine
    Applications of artificial intelligence for coal mine

    Nov 01, 2021 Nowadays, with the continuous development and popularization of Internet information technology, we should make full use of the advantages of artificial intelligence, data mining, etc. to form a new method for processing complex data, realizing trend prediction and applying it to reality. 2.1. The prediction methods used in the study

    Get Price
  • Safety Measurements and Risk Assessment of Coal
    Safety Measurements and Risk Assessment of Coal

    Autonomous technologies, such as Artificial Intelligence (AI) and Machine Learning (ML) models have been integrated with the mining industry to ensure a safe working environment since a decade ago in the form of fully unmanned workfaces and mining robots. These autonomous technologies provide effective risk assessment as well as many economic profits such as cost

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