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基于节点碳势的互联数据中心电-碳协同调度策略OA

Electricity-Carbon Coordinated Dispatching Strategy for Interconnected Data Centers Based on Nodal Carbon Potential

中文摘要英文摘要

[目的]在各行业数字化转型的浪潮下,数据中心产业蓬勃发展,并呈现出集群化和广域互联的新态势.鉴于数据中心普遍存在高能耗、高碳排放问题,旨在基于数据中心计算负载的时空灵活性,引导其积极参与电网低碳调度,以达成数据中心与电网节能降碳及经济运行目标.[方法]提出了一种高精度的动态碳排放核算方法,该方法计及了网络损耗与碳排放时空差异,通过功率迭代溯源算法精准计算出关键的"节点碳势"信号,并基于该信号提出了互联数据中心与电网协同双层调度模型.其中,上层模型以运行成本、碳排放及可再生能源弃用量最小为优化目标;下层模型以最小化电-碳综合成本为优化目标.调度模型通过上下层之间的碳势和负载调整信号进行交互迭代,寻找系统最优的调度策略.[结果]基于改进IEEE 39节点系统的案例分析表明,在所提协同调度策略下,数据中心在高碳势时段,主动将在线负载转移至低碳势节点处理,并延迟处理本地的离线负载;在低碳势时段,则会承接更多在线负载并集中处理先前延迟的离线负载任务,节能降碳效果显著.[结论]所提双层优化模型,可有效引导数据中心实现经济与低碳的协同,为数据中心绿色转型和电网低碳调度提供新的技术工具.

[Objective]Under the wave of digital transformation in various sectors,the data center industry is booming and showing a new trend of clustering and wide-area interconnection.Given the high energy consumption and high carbon emissions that are common in data centers,this paper aims to guide them to actively participate in the low-carbon dispatching of the power grid based on the spatio-temporal flexibility of their computing loads,in order to achieve the goals of energy conservation,carbon reduction,and economic operation for both data centers and the power grid.[Methods]This paper proposes a high-precision dynamic carbon emission accounting method,which takes into account the spatio-temporal differences in network losses and carbon emissions.It accurately calculates the key"nodal carbon potential"signal through a power iteration traceability algorithm and,based on this signal,proposes a coordinated two-layer dispatching model for interconnected data centers and the power grid,where the upper-layer model aims to minimize the operation cost,carbon emissions,and renewable energy curtailment,while the lower-layer model aims to minimize the integrated electricity-carbon cost.The dispatching model interacts and iterates through the carbon potential and load adjustment signals between the upper and lower layers to find the optimal dispatching strategy for the system.[Results]The case study based on the improved IEEE 39-bus system shows that under the proposed coordinated dispatching strategy,data centers actively transfer online loads to low-carbon potential nodes for processing during high-carbon potential periods and delay the processing of local offline loads.During low-carbon potential periods,they take on more online loads and concentrate on processing previously delayed offline loads,achieving significant energy conservation and carbon reduction effects.[Conclusions]The two-layer optimization model proposed in this paper can effectively guide data centers to achieve economic and low-carbon coordination,providing a new technical tool for the green transition of data centers and the low-carbon dispatching of the power grid.

郇嘉嘉;刘嘉文;刘国中;文福拴;陈碧云;郭少卿

广东电网有限责任公司电网规划研究中心,广州市 510335广东电网有限责任公司电网规划研究中心,广州市 510335东莞理工学院电信工程与智能化学院,广东省 东莞市 523808浙江大学电气工程学院,杭州市 310027广西大学电气工程学院,南宁市 530004东莞理工学院电信工程与智能化学院,广东省 东莞市 523808

信息技术与安全科学

数据中心碳排放流电碳协同优化调度

data centercarbon emission flowelectricity-carbon synergyoptimal dispatching

《电力建设》 2026 (7)

90-100,11

国家自然科学基金项目(52267006)广东省基础与应用基础联合基金(2023A1515140009) This work is supported by National Natural Science Foundation of China(No.52267006)and Guangdong Basic and Applied Basic Research Foundation(No.2023A1515140009).

10.12204/j.issn.1000-7229.2026.07.007

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