制冷空调装置智能仿真方法研究初探

Intelligent Simulation Methodologies of Refrigeration and AirConditioning Appliances

简要论述了制冷空调装置数值仿真的发展特点及其在实际应用中的局限性，在此基础上提出将现代人工智能技术引入到制冷空调装置仿真研究中。通过概述并分析人工智能技术在制冷空调行业的应用现状，提出基于模型的制冷空调装置智能仿真方法。最后通过压缩机热力性能神经计算的实例演示智能仿真方法的效果。

In this paper,the developments of numerical simulation of refrigeration and airconditioning appliances are reviewed.The limitation of numerical simulation in practical application is discussed.On the basis of tnis,the idea of modern are ificiac intelligence technology is introduced into the field of numerical simulation of refrigeration and airconditioning appliances.After surveying and analyzing the current application situations of artificial intelligence technology in HVAC and erfrigeration industry, the authors present modelbased intelligent simulation methodologies for refrigeration and air conditioning appliances.At the end,a case study on neural calculation of the thermodynamic performance of a compressor is to show the practical effect of intelligent simulation method.