DECARBONIZATION OF THERMAL POWER SYSTEMS: THE ROLE OF INTELLIGENT NETWORK MANAGEMENT

This article provides a comprehensive analysis of the role of modern digital technologies, particularly Big Data, artificial intelligence, and intelligent network management (smart grid) systems in the process of decarbonizing thermal power systems. The study examines innovative approaches to reducing carbon emissions in energy production and distribution processes, predictive modeling, and digital management tools. Additionally, the article addresses existing problems, technological limitations, and ways to overcome them. The results indicate that intelligent management systems are a crucial tool for ensuring the ecological sustainability of thermal energy.本文针对现代数字技术在火力发电系统脱碳进程中的作用展开全面分析，重点涵盖大数据（Big Data）、人工智能（artificial intelligence）以及智能网络管理系统（smart grid，即智能电网）。本研究考察了能源生产与配送流程中降低碳排放的创新路径、预测建模方法及数字化管理工具。此外，本文还剖析了当前存在的问题、技术局限及其破解方案。研究结果表明，智能管理系统是保障火力能源生态可持续性的核心工具。