华为联手山东能源集团打造“智慧矿山”，共同见证“黑金新生”

Core Viewpoint - The coal industry in China is undergoing a significant transformation through the integration of digital and intelligent technologies, with Shandong Energy Group and Huawei leading the way in creating a scalable model for smart mining solutions [1][5]. Group 1: Industry Challenges - The coal industry faces common global challenges such as safety hazards, efficiency improvement opportunities, and heavy pollution, which are not unique to Shandong Energy but are prevalent across the sector [1][2]. - There are over a thousand large-scale coal mines in China, many of which still rely on manual inspections and traditional maintenance methods, leading to high safety risks and significant capacity losses due to downtime and human errors [1][2]. Group 2: Collaboration and Innovation - In 2021, Huawei's coal mining team was established and began collaborating with Shandong Energy to address technical bottlenecks in smart construction, aiming for a standardized solution adaptable to various coal mining scenarios [2][3]. - A joint innovation center was formed in early 2022, focusing on developing a mining big model as the core research direction, with Shandong Energy's Cloud Ding Technology responsible for implementation [2][3]. Group 3: Technological Implementation - The program showcased the development of a "mining big model" that integrates Shandong Energy's mining data and safety protocols, resulting in specialized models for different applications such as intelligent safety and inspection [3][4]. - The three-tier architecture of "base model - industry model - scenario model" allows for rapid adaptation to new mining environments, significantly reducing deployment time [3][4]. Group 4: Results and Impact - The standardized approach has demonstrated effectiveness in safety monitoring and coal washing processes, with AI cameras and models improving operational efficiency and reducing waste [4]. - The coal washing model has led to a 0.2% increase in clean coal output and zero discharge of coal slurry, adding 5,000 tons of clean coal annually [4]. - Over five years, the collaboration has resulted in the implementation of over 180 application scenarios, marking a significant milestone in the industrial digital transformation [4][5]. Group 5: Future Prospects - The transformation from "dirty and dangerous" to "high-tech and safe" reflects the broader trend of traditional industries embracing the new era of digitalization and intelligence [5]. - The initiative aims to promote the "smart mining template" across various industries, contributing to the strength of China's industrial transformation and offering global solutions for traditional industry upgrades [5].