AI大模型精准定位潜在故障，并给出专业诊断建议;智能机器人既会检修又能焊接;远程操作平台实现了 煤炭开采"地面操控、井下无人"……科技日报记者日前深入山西焦煤汾西矿业(集团)有限责任公司(以下 简称"汾西矿业")，实地探访人工智能等前沿技术在煤矿产业中的应用场景，感受曾以"黑脏险"著称的 煤矿产业的"智"变。 "我们锚定智能化建设目标，大力推广人工智能、机器人协同作业、远程智能操控等前沿技术，在安全 生产、效率提升、成本管控等方面取得了亮眼成绩，推动煤矿向更安全、高效、绿色的方向迈进。"汾 西矿业有关负责人说。 AI大模型优化决策 "在数字化转型进程中，我们勇于突破传统，积极引入AI大模型，借助AI之力优化企业决策流程。"汾西 矿业机电管理部副部长周顺说。 在传统决策场景中，依靠人工经验难以快速、准确判断故障位置，导致决策效率低下。 "我的'新同事'能全天候监测瓦斯。"汾西矿业水峪煤业公司瓦检队职工雷生平对智能巡检机器人赞不绝 口。 在AI大模型辅助决策场景落地的同时，汾西矿业在生产环节也积极打造智能机器人应用场景。目前， 26台智能巡检机器人已"上岗"，覆盖井下变电所、水泵房等关键区域。它们凭借精准的传感器 ...

AI大模型精准定位潜在故障，并给出专业诊断建议；智能机器人既会检修又能焊接；远程操作平台实 现了煤炭开采"地面操控、井下无人"……科技日报记者日前深入山西焦煤汾西矿业（集团）有限责任公 司（以下简称"汾西矿业"），实地探访人工智能等前沿技术在煤矿产业中的应用场景，感受曾以"黑脏 险"著称的煤矿产业的"智"变。 "我们锚定智能化建设目标，大力推广人工智能、机器人协同作业、远程智能操控等前沿技术，在安全 生产、效率提升、成本管控等方面取得了亮眼成绩，推动煤矿向更安全、高效、绿色的方向迈进。"汾 西矿业有关负责人说。 "五述"安全管理平台开发者廉玺透露："我们在打造该场景时，为AI大模型输入了《煤矿安全规程》、 产品参数、设备说明书以及过往故障信息等海量数据，让模型充分熟悉企业实际情况，从而确保输出的 方案精准可靠，助力企业决策。" 如今，在AI大模型辅助决策场景下，技术人员能够借助平台深入分析设备故障原因，及时处理问题并 做好针对性维护；管理人员可利用平台全面梳理生产组织与安全管理状况，科学规划后续工作。 机器人上岗帮工 "我的'新同事'能全天候监测瓦斯。"汾西矿业水峪煤业公司瓦检队职工雷生平对智能巡检机器人赞不 ...

Core Insights - Shanxi Coking Coal Group is leading the transformation of the traditional coal industry through intelligent technology and innovation, aiming for over 80% of its coal mining capacity to be automated by 2026 [4][9] - The implementation of smart mining technologies has significantly increased production efficiency and reduced operational costs, with some mines reporting over 60% increase in output and a 16.8% decrease in coal production costs [2][3] Intelligent Mining - The introduction of AI algorithms in coal mining operations has allowed for automatic adjustments in coal cutting speed and direction, leading to a 60% increase in output compared to traditional methods [2] - The Malan Mine has established nine intelligent mining faces, reducing the number of workers needed per shift by 40% through the use of smart equipment [2][3] Safety and Monitoring - The AI early warning platform at the Tunlan Mine provides comprehensive monitoring of production safety, identifying unsafe behaviors and equipment malfunctions in real-time [3] - The integration of AI in safety management has enhanced the monitoring of critical systems, ensuring a safer working environment [3] Data Collaboration - The introduction of intelligent welding robots in the equipment manufacturing sector has improved production efficiency, reducing the time to complete tasks from two hours to 75 minutes while achieving a 100% product qualification rate [5] - The DeepSeek AI model has been utilized to analyze operational data, significantly reducing equipment downtime and improving maintenance efficiency [6] Resource Utilization - The Dragon Peak Coal Mine has implemented a water recycling system that saves 150,000 tons of clean water annually, demonstrating a commitment to sustainable resource management [7] - The integration of intelligent systems in water treatment processes has created a "green closed loop" for water resources [7] Innovation Ecosystem - Shanxi Coking Coal has partnered with technology firms to develop autonomous decision-making systems for mining operations, enhancing efficiency and safety [8] - The company has established a comprehensive intelligent development system, with approximately 289 intelligent coal mines built in Shanxi Province, half of which are operated by Shanxi Coking Coal [8][9] Production and Environmental Impact - In the first three quarters of the year, the proportion of production from intelligent mines reached 72%, an increase of 15 percentage points from the previous year, while energy consumption per ton of coal decreased by 8% [9] - The shift towards intelligent production methods is not only transforming operational practices but also improving the overall quality of development in the coal industry [9]

Core Viewpoint - Shanxi Coking Coal Group is leading the transformation of the traditional coal industry through intelligent technology and innovation, aiming for over 80% of its coal mining capacity to be automated by 2026, enhancing energy security and production efficiency [4][9]. Group 1: Intelligent Mining - The introduction of intelligent mining technology at the Xishan Coal Electricity Malan Mine has increased production by over 60% compared to traditional methods, while reducing the number of workers needed by 40% [2][3]. - The Shuguang Coal Mine under Fenxi Mining has achieved "unmanned" mining operations, with a monitoring platform covering 26 production mines and over 882 devices, leading to a 16.8% decrease in raw coal costs and a 30% increase in production efficiency [3][4]. Group 2: Data Collaboration - The use of welding robots at Fenxi Mining's equipment repair factory has significantly improved efficiency, reducing the time to complete tasks from two hours to 75 minutes with a 100% product qualification rate [5]. - The introduction of AI models in various operations has enhanced decision-making and reduced equipment downtime, with the South Guan Coal Mine integrating AI into its safety management platform, improving efficiency by 40% in safety training and reducing repair times by 50% [6][8]. Group 3: Environmental Sustainability - The Dragon Peak Coal Mine has implemented a water recycling system that saves 150,000 tons of clean water annually, contributing to a "green closed loop" in resource utilization [7]. - The integration of intelligent and green practices has allowed the modernized mine to meet ecological standards while maintaining production efficiency [7]. Group 4: Innovation System - Shanxi Coking Coal has established a collaborative innovation ecosystem with companies like Keda Control and Yushu Technology to develop intelligent systems for narrow underground spaces, enhancing safety and efficiency [8]. - As of August this year, Shanxi Province has built 289 intelligent coal mines, with Shanxi Coking Coal accounting for about half, positioning it as a leader in the province's intelligent construction efforts [8][9]. Group 5: Industry Transformation - The transition from traditional coal mining to intelligent operations is not only changing production methods but also improving overall development quality, with intelligent mines accounting for 72% of total production in the first three quarters of this year, a 15 percentage point increase from 2024 [9]. - The company is committed to advancing its digital transformation by focusing on artificial intelligence, virtual reality, and data-driven decision-making to ensure safe, efficient, and green production [9].