数据中心空调系统AI调优节能应用  

AI-based Energy-saving Optimization Application of Data Center Air Conditioning Systems

作　　者：贺晓[1] 邢殿辉 刘湃 马胜明 许俊[1] 胡孝俊 He Xiao;Xing Dianhui;Liu Pai;Ma Shengming;Xu Jun;Hu Xiaojun(China Information Technology Designing&Consulting Institute Co.,Ltd.,Beijing 100048,China;China United Network Communications Group Co.,Ltd.,Beijing 100033,China;Hangzhou Joint-com Communication Technology Co.,Ltd.,Hangzhou 310000,China)

机构地区：[1]中讯邮电咨询设计院有限公司,北京100048 [2]中国联合网络通信集团有限公司,北京100033 [3]杭州紫光通信技术股份有限公司,浙江杭州310000

出　　处：《邮电设计技术》2023年第12期1-6,共6页Designing Techniques of Posts and Telecommunications

摘　　要：数据中心的能源消耗成本高,对环境产生负面影响。探讨了如何通过利用人工智能(AI)技术对数据中心的空调系统进行调优,以降低能耗和运营成本。并通过对实际案例的改造和建模仿真,提供了空调末端和冷源侧的高效运行策略指导。结果表明,AI调优可以显著降低数据中心的能源消耗,从而减轻环境负担,提高运营效率。The energy consumption costs of data centers are high and have a negative impact on the environment.It aims to explore how to optimize the air conditioning systems in data centers using artificial intelligence(AI)technology to reduce energy consump-tion and operational costs.By transforming and modeling simulations of real-world cases,efficient operational strategies are provided for the air conditioning endpoints and the cold source side.The results show that AI optimization can significantly re-duce the energy consumption of data centers,thereby reducing the environmental burden and improving operational efficien-cy.

关 键 词：数据中心 空调系统 建模仿真 AI节能调优 

分 类 号：TB657.2[一般工业技术—制冷工程]