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Optimal Energy Scheduling for Data Center With Energy Nets Including CCHP and Demand Response

机译:具有CCHP和需求响应的能量网数据中心的最佳能量调度

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摘要

Internet data centers are growing rapidly in recent years and they operate with intensive energy activity. Combined cooling, heating and power (CCHP) brings new opportunities for reducing the electricity cost in internet data centers. The main objective of this study is to optimize the energy resources scheduling in the data center coupled energy nets considering the involvement of CCHP and different demand response techniques. In this paper, internet data center coupled energy nets are proposed, where power grid, solar photovoltaic, CCHP, and battery energy storage systems are the primary energy sources. The adjunct residential buildings and commercial buildings near the internet data centers are also included in the proposed energy nets, where different types of load and demand response characteristics are utilized. A two-stage optimized energy management model considering the coordinated operation of CCHP and demand response technologies is established for internet data center coupled energy nets. In the day-ahead stage, the control objective is to minimize system cost while satisfying various constraints. Consider the electricity tariff chance between day-ahead market and real-time market, real-time control is implemented to minimize the imbalance cost between two electricity markets. Case studies are conducted on a practical internet data center coupled energy nets in Foshan City, China. It is observed that the proposed control framework can optimally schedule the energy resources in the energy network to meet system demand and improve the energy efficiency. The economic evaluation demonstrates that the proposed control scheme reduces system daily cost by 22.01%.
机译:近年来,互联网数据中心正在迅速增长,并以密集的能源活动运作。组合冷却,加热和电力(CCHP)为互联网数据中心降低电力成本带来了新的机会。考虑到CCHP和不同需求响应技术的参与,本研究的主要目的是优化数据中心耦合能量网中的能源资源调度。本文提出了互联网数据中心耦合能量网,其中电网,太阳能光伏,CCHP和电池能量存储系统是主要能源。互联网数据中心附近的辅助住宅建筑和商业建筑也包括在所提出的能量网中,其中利用不同类型的负载和需求响应特性。考虑到CCHP和需求响应技术协调操作的两级优化能量管理模型是为互联网数据中心耦合能量网建立的。在前方阶段,控制目标是最小化系统成本,同时满足各种约束。考虑一天市场和实时市场之间的电费机会,实施实时控制,以最大限度地减少两种电力市场之间的不平衡成本。在中国佛山市的实用互联网数据中心耦合能源网上进行了案例研究。观察到所提出的控制框架可以最佳地安排能量网络中的能量资源以满足系统需求并提高能量效率。经济评价表明,拟议的控制方案将系统每日成本降低22.01%。

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  • 来源
    《Quality Control, Transactions》 |2021年第1期|6137-6151|共15页
  • 作者单位

    School of Automation Guangdong University of Technology Guangzhou China;

    School of Automation Guangdong University of Technology Guangzhou China;

    School of Automation Guangdong University of Technology Guangzhou China;

    School of Automation Guangdong University of Technology Guangzhou China;

    School of Automation Guangdong University of Technology Guangzhou China;

    School of Automation Guangdong University of Technology Guangzhou China;

    Guangdong Foshan Power Construction Corporation Group Company Ltd. Foshan China;

    Guangdong Foshan Power Construction Corporation Group Company Ltd. Foshan China;

    School of Automation Guangdong University of Technology Guangzhou China;

    Guangdong Foshan Power Construction Corporation Group Company Ltd. Foshan China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Data centers; Real-time systems; Load management; Batteries; Turbines; Resistance heating; Servers;

    机译:数据中心;实时系统;负载管理;电池;涡轮机;电阻加热;服务器;

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