人工智能优化能源调度成发展重点

Core Insights - The report emphasizes the significance of promoting the coordinated transformation of digitalization and greening, referred to as "dual transformation," for developing new productive forces and building a modern industrial system [1] Group 1: Achievements in Digital and Green Transformation - The digital and green transformation in China has shown remarkable results, with the number of charging infrastructure units reaching 12.818 million by the end of 2024, a year-on-year increase of 49% [2] - By 2024, the sale of green certificates in five provinces accounted for 49.6% of the national total, while the purchase volume in five cities accounted for 56.4%, indicating an expansion in green electricity consumption and active trading [2] - Over 40 undergraduate programs related to dual transformation have been established, with more than 8,000 locations [2] - Leading industries such as steel and automotive are deploying carbon management systems for precise control throughout their processes [2] Group 2: Regional Development Patterns - The dual transformation shows a multi-layered and differentiated pattern, with the eastern region leading, the central region following, and the western and northeastern regions developing steadily [2] - Regions are focusing on green computing and energy-saving measures, promoting low-carbon transformation of digital infrastructure [2] - Inner Mongolia is leveraging its renewable energy advantages to build a "green electricity + computing power + industry" system, increasing the proportion of green electricity in data centers [2] - Qinghai has introduced five local standards for green computing and established a clean energy microgrid computing center for real-time monitoring and intelligent scheduling of massive computing resources and power consumption [2] Group 3: Opportunities and Technological Integration - The report identifies significant development opportunities for dual transformation during the 14th Five-Year Plan, with new business models in smart energy and low-carbon manufacturing driving the integration of digital and green elements [3] - The rapid development of emerging technologies such as artificial intelligence, IoT, and blockchain is accelerating the integration with low-carbon technologies, creating a multi-dimensional technological system covering industrial development, urban governance, and ecological protection [3] - This system enhances intelligent scheduling and optimization of energy resources, improves carbon emission monitoring and management capabilities, and promotes efficient resource recycling [3] Group 4: Key Tasks for Future Development - The report outlines key tasks for dual transformation, emphasizing the need to enhance the coordination of computing resources across regions and guide green computing clusters to gather in clean energy-rich areas in the central and western regions [4] - The goal is to establish an "East Data West Computing + Green Electricity Coordination" development pattern [4] - There is a focus on expanding multi-scenario integrated innovation, achieving large-scale implementation of technologies such as AI for optimizing energy resource scheduling and digital twins for supporting green manufacturing [4]