面向算电协同的算力基础设施能效评估体系与标准化演进研究OA
Research on energy efficiency evaluation systems and standardization evolution of computing infrastructure for computing-power synergy
算力基础设施与电力系统的关系正由单向供用向双向协同演进,传统以电能使用效率(Power Usage Effectiveness,PUE)为核心的能效评估体系已难以适应这一发展趋势.系统梳理算电协同场景下算力基础设施能效多维评估指标的研究进展,分析液冷、算力网络广域调度等新兴技术对传统评估范式带来的挑战,总结国内外算电协同标准体系的演进情况及存在的不足.文献分析表明,异构计算场景下算力指标量纲统一和动态评估标准化是当前研究的核心议题,多主体协同机制下的效益分配与责任归属仍有待深入研究.制定算力负荷灵活性分级标准和算电联合调度接口协议是推动算电协同标准化发展的重要方向.
The relationship between computing infrastructure and power systems is evolving from unidirectional supply and consumption toward bidirectional coordination.Traditional energy-efficiency evaluation frameworks centered on Power Usage Effectiveness(PUE)can no longer adequately accommodate this trend.Research progress on multi-dimensional energy efficiency evaluation metrics for computing-power synergy is systematically reviewed.The challenges posed by emerging technologies,including liquid cooling and wide-area scheduling in computing power networks,to conventional evaluation paradigms are analyzed,and the evolution and limitations of domestic and international standard systems for compute-electricity collaboration are summarized.Literature analysis indicates that harmonizing heterogeneous measurement dimensions and standardizing dynamic evaluation are central research issues,while benefit allocation and responsibility attribution under multi-stakeholder coordination mechanisms require further investigation.The development of graded standards for computing-load flexibility and interface protocols for joint computing-power dispatch represents an important direction for advancing the standardization of computing-power synergy.
毛宇博;孙小强;沈岸平;许伟;陈龙泉
中国信息通信研究院泰尔系统实验室,北京 100191中国信息通信研究院泰尔系统实验室,北京 100191中国信息通信研究院泰尔系统实验室,北京 100191中国信息通信研究院泰尔系统实验室,北京 100191中国信息通信研究院泰尔系统实验室,北京 100191
信息技术与安全科学
算电协同能效评估算力基础设施电能使用效率需求响应
computing-power synergyenergy efficiency evaluationcomputing infrastructurePUEdemand response
《信息通信技术与政策》 2026 (7)
38-46,9
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