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Waste heat reutilization and integrated demand response for decentralized optimization of data centers

  • Ouzhu Han
  • , Tao Ding
  • , Chenggang Mu
  • , Wenhao Jia
  • , Zhoujun Ma
  • Xi'an Jiaotong University
  • State Grid Corporation of China

科研成果: 期刊稿件文章同行评审

25 引用 (Scopus)

摘要

In recent years, the energy consumption of data centers (DCs) has increased rapidly. Since the demand response (DR) capability of DCs is considerable, DCs play an important role in DR programs. In this work, we further focus on the DCs' integrated demand response (IDR) capability which owes to its temporally and spatially shiftable electricity and heat. To make full use of waste heat retained in the coolant, we design a waste heat recovery process for waste heat reutilization. Moreover, we propose a decentralized optimization algorithm based on the alternating direction multiplier method (ADMM) to protect the inner sensitive data of DCs. Numerical results show that energy purchase costs can be effectively reduced for DCs with IDR capability. It is also proved that the reutilized waste heat constitutes an important part of the heat supply. Besides, the convergence performance of the proposed algorithm is verified based on large quantities of simulations.

源语言英语
期刊论文编号126101
期刊Energy
264
DOI
出版状态已出版 - 1 2月 2023

联合国可持续发展目标

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  1. 可持续发展目标 7 - 经济适用的清洁能源
    可持续发展目标 7 经济适用的清洁能源

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