智能设备来了 煤矿生产告别“黑脏险”

Core Insights - The article highlights the significant advancements in the coal mining industry through the integration of artificial intelligence (AI) and robotics, showcasing a shift from traditional practices to smarter, safer, and more efficient operations [1][6]. Group 1: AI Model Implementation - Shanxi Coking Coal Fenxi Mining Group is leveraging AI models to optimize decision-making processes, significantly improving fault detection and repair efficiency [2][3]. - The AI model assists in quickly identifying potential faults and providing detailed diagnostic recommendations, leading to a substantial reduction in equipment downtime and enhanced repair efficiency [2][3]. Group 2: Robotics in Operations - The company has deployed 26 intelligent inspection robots in critical areas such as underground substations and pump rooms, addressing issues of inaccurate manual inspections [4]. - In welding operations, robots have reduced the time required to weld components from 2 hours to 75 minutes, achieving a 100% product qualification rate [4]. Group 3: Smart Mining Operations - The implementation of smart mining technology has transformed operations, allowing for remote control of underground equipment, which enhances safety and efficiency by reducing the number of personnel required underground [6][7]. - The original coal cost at the Shuguang coal mine is projected to decrease by 16.8% year-on-year, while production efficiency is expected to increase by 30% [6]. Group 4: Monitoring and Data Analysis - The EMP monitoring platform developed by the company enables real-time monitoring and analysis of mining equipment, providing critical operational data and identifying bottlenecks for improvement [7]. - The platform has collected data from 882 pieces of equipment, storing over 3.1 million data entries, and has integrated with nine intelligent mining faces to support the company's digital transformation [7].