<p>The mining industry is an important contributor to the country’s overall economic health and prosperity. However, there are a number of problems including low productivity, excessive costs, environmental degradation, social conflicts, and regulatory uncertainties that the industry must overcome. To overcome these challenges, the industry must adopt new technologies that can enhance performance, efficiency and sustainability. These technologies include the Internet of Things (IoT), artificial intelligence (AI), machine learning (ML), robotics, augmented reality (AR), and virtual reality (VR). Technological developments are driving a period of digital transformation in the mining industry. Improving efficiency, safety, and sustainability are greatly aided by digitization in conjunction with Artificial intelligence (AI) and machine learning (ML) approaches. This paper is an attempt to highlight the mining industry problems which were being solved by adopting the technological innovations through digitization, and the benefits of use of IoT, autonomous system and AI-ML models and presents few case examples with successful application of IoT, autonomous system and AI-ML methods. This paper also describes about the challenges faced for adopting the technologies and the comparison between existing practices and innovative practices.</p>

错误:搜索内容不能为空,请输入英文关键词
错误:关键词超出字数限制,请精简
高级检索

Applications of AI and machine learning in mining: digitization and future directions

  • Arun Kumar Sahoo,
  • Debi Prasad Tripathy

摘要

The mining industry is an important contributor to the country’s overall economic health and prosperity. However, there are a number of problems including low productivity, excessive costs, environmental degradation, social conflicts, and regulatory uncertainties that the industry must overcome. To overcome these challenges, the industry must adopt new technologies that can enhance performance, efficiency and sustainability. These technologies include the Internet of Things (IoT), artificial intelligence (AI), machine learning (ML), robotics, augmented reality (AR), and virtual reality (VR). Technological developments are driving a period of digital transformation in the mining industry. Improving efficiency, safety, and sustainability are greatly aided by digitization in conjunction with Artificial intelligence (AI) and machine learning (ML) approaches. This paper is an attempt to highlight the mining industry problems which were being solved by adopting the technological innovations through digitization, and the benefits of use of IoT, autonomous system and AI-ML models and presents few case examples with successful application of IoT, autonomous system and AI-ML methods. This paper also describes about the challenges faced for adopting the technologies and the comparison between existing practices and innovative practices.