Core Viewpoint - The company, Ruina Intelligent (301129), emphasizes the integration of AI capabilities throughout the entire operational management of heating systems, aiming to optimize energy allocation, reduce energy consumption, and enhance heating reliability [1] Group 1: AI Capabilities in Heating Systems - The company utilizes precise load forecasting, which combines weather data and historical energy consumption, along with intelligent scheduling control to optimize energy distribution and reduce energy consumption [1] - The implementation of equipment fault prediction through real-time data aggregation and potential fault warnings ensures stable equipment operation and lowers maintenance costs while providing a basis for informed decision-making [1] - The use of intelligent interactive services, including accurate voice/text command conversion and 24/7 AI customer service, enhances operational efficiency and user experience [1] Group 2: Technological Integration - The integration of digital twin and simulation technologies creates a comprehensive heating network operation system, simulating operational states to further improve heating network efficiency and incident response capabilities [1] - The overall approach supports heating enterprises in achieving efficient and intelligent systematic management [1]