AI攻坚能源预测 双轮驱动加速转型

Core Insights - The integration of AI technology in the energy sector faces significant challenges, particularly in accurate energy forecasting, which is crucial for the development of virtual power plants and energy trading [1][2] - The company is focusing on developing AI models and expanding application scenarios to enhance predictive accuracy and operational efficiency, aiming to transition from a passive aggregator to an active value-adding energy service platform [2][4] AI Technology Challenges - The energy AI prediction models in the industry often lack scenario adaptability, making it difficult to utilize vast historical load and weather data for accurate long-term forecasting [2] - The company aims to overcome these challenges by developing energy time-series models and AI agents that can handle complex variable interactions and improve sensitivity to external factors [2] Achievements in Virtual Power Plant Sector - The company has managed user load exceeding 20 GW, with approximately 835 MW of controllable load verified in the market, showcasing its comprehensive data and model advantages [3][4] - The application of AI models has improved predictive accuracy by over 10% and reduced operational costs of distributed energy systems by about 3% [4] Strategic Developments - The company has launched the "Juxing" virtual power plant platform to create a smart energy management hub, enhancing the efficiency of aggregating distributed resources [5] - The platform supports a multi-dimensional AI model that automates processes from demand forecasting to trading strategy recommendations [5] Global Expansion Plans - The company is transitioning from a domestic green energy operator to a global energy technology service provider, focusing on a dual strategy of "energy assets + energy services" [6] - Future plans include expanding renewable energy assets and developing AI-driven platforms for energy management, trading, and carbon neutrality services [6][7] Market Opportunities - The ongoing integration of power market reforms and carbon neutrality goals presents significant market opportunities for virtual power plants and related services [7] - The company aims to leverage technological advancements and international market expansion to drive growth and contribute to global energy transformation [7]