Использование искусственного интеллекта при предварительном проектировании камер сгорания газотурбинных двигателей и энергетических установок: проблемы и перспективы

Abstract

This work analyzes the challenges and prospects of using artificial intelligence (AI) in the preliminary design of combustion chambers for gas turbine engines and power plants. While AI offers significant potential to enhance design accuracy, speed, and automation by processing large data volumes and modeling complex physical processes, its implementation faces technical and methodological difficulties. These include limitations of current AI models, integration issues with traditional engineering tools, and data quality problems. Despite these challenges, AI can improve efficiency, reduce costs, and support sustainable development in energy systems by optimizing combustion chamber design at early stages.