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Internet data centers participating in electricity network transition considering carbon-oriented demand response

需求响应 碳足迹 可再生能源 环境经济学 需求价格弹性 能量转换 电力市场 产业组织 微观经济学 业务 自然资源经济学 工程类 温室气体 经济 电气工程 生态学 生物 医学 病理 替代医学 灵丹妙药
作者
Tong Wan,Yuechuan Tao,Jing Qiu,Shuying Lai
出处
期刊:Applied Energy [Elsevier BV]
卷期号:329: 120305-120305 被引量:44
标识
DOI:10.1016/j.apenergy.2022.120305
摘要

• An Internet data center planning model is proposed. • The role of Internet data centers in the energy transition process is focused on. • The carbon response model of Internet data centers is established. • The carbon footprint of Internet data centers is traced. • A linearized model of Internet data centers is presented. With the advent of the information era and the advance of the Internet, the electricity demand of Internet data centers (IDCs) sees rapid growth worldwide. The demand response of the IDCs is a potential resource to realize load management in smart grids. In this paper, we investigate the impact of the demand response of IDCs on the electricity network transition roadmap under carbon pricing policies. Different from other types of loads, IDCs can offer both temporal and spatial load regulation potentials. With their unique demand response characteristics, IDCs can help to smooth the output of renewable energy in the energy transition process. To this end, a two-stage energy transition framework is proposed. The proposed framework work reveals the interaction between the transmission expansion planning and the carbon response of IDCs. In the first stage, a transmission network expansion model, considering the early retirement of the coal-fired power plants (CFPPs), is proposed. The utilities are compelled to prioritize carbon-constrained infrastructure augmentation in their capital programs. In the second stage, the carbon response of the IDCs is modeled. The adjusted carbon emission flow (CEF) model is proposed to track the carbon footprint of IDCs. The operation and server expansion strategies of IDCs are optimized. The IDCs' self-elasticity to the carbon price and the cross-elasticity to the electricity price is formulated to better understand the underlying driver of carbon emissions in electricity markets. With the proposed model, the operation and expansion strategies of IDC can respond to the carbon price signals actively. The proposed method is verified on the IEEE 30-bus system. The simulation results show that the proposed method can save $0.518 billion annually. Furthermore, the carbon response of the IDCs can help the network realize energy transition smoothly and reduce the total carbon emission.
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