Core Viewpoint - The article discusses the transformation of Guodian Power's production management through the implementation of a cloud-edge collaborative digital platform, enhancing safety and operational efficiency in thermal power generation [1][2][3]. Group 1: Cloud-Edge Collaboration - Guodian Power has developed a digital platform that integrates real-time data from 12 domestic and international power plants, allowing for centralized monitoring and management [2]. - The new management model retains the stability of traditional thermal power systems while introducing flexibility to adapt to the new energy system [2]. - This collaborative approach combines cloud computing for global optimization with edge computing for real-time responses, meeting the dual demands for safety and speed in the energy sector [2][3]. Group 2: Digital Transformation - In August 2023, Guodian Power prioritized digital transformation as its top project, forming a specialized team to create a comprehensive safety management system for thermal power [3]. - The platform features a multi-layered structure with one platform, two levels of control, five responsibility tiers, eight applications, and six warning centers, achieving full-chain digital penetration from headquarters to power plants [3][4]. - The system has integrated over 50,000 intelligent warning models and accumulated 550,000 warning cases, enhancing its predictive capabilities [3][4]. Group 3: Empowerment and Efficiency - The platform not only provides timely alerts but also offers precise handling suggestions by referencing similar equipment failure cases across the company [4]. - This unified management model promotes knowledge sharing and best practices among the 12 regional power plants, transitioning decision-making from experience-driven to data-driven [4][5]. - The platform aims to achieve a "five increases and one decrease" goal, enhancing equipment reliability, operational levels, safety management, technical control, and production cost management while reducing labor intensity [4]. Group 4: AI Integration - The integration of large and small models is a key technological breakthrough, allowing for intelligent decision-making and precise execution [5][6]. - The platform has issued over 550,000 warning messages since its launch, with an accuracy rate exceeding 90%, leading to a reduction in coal consumption and non-stop incidents [7][8]. - The collaboration between large and small models enhances the system's intelligence, enabling proactive maintenance and operational efficiency [6][7]. Group 5: Talent Development and Ecosystem - Guodian Power emphasizes the importance of building a skilled workforce that understands both business and technology to sustain its digital transformation [8][9]. - Regular model competitions and training sessions are held to enhance AI literacy among employees, fostering a culture of innovation [8][9]. - The company aims to evolve its platform towards a fully integrated cloud-edge-end architecture, facilitating rapid decision-making and reducing manual labor [9][10]. Group 6: Industry Impact - Guodian Power's cloud-edge collaborative model is positioned as a replicable solution for digital transformation in the process industry, potentially influencing broader sectors [9][10]. - The company is leading the way in integrating AI with energy production, setting a precedent for new industrial development paths [10].