面向数据中心绿色可靠运行的强化学习方法

Qing Shan Jia; Jingxian Tang; Junjie Wu; Xiao Hu; Yiting Lin; Heng Xia

doi:10.11959/j.issn.2096-6652.202036

面向数据中心绿色可靠运行的强化学习方法

Qing Shan Jia^*
, Jingxian Tang
, Junjie Wu
, Xiao Hu
, Yiting Lin
, Heng Xia

^*此作品的通讯作者

Tsinghua University
Beijing University of Chemical Technology
Tencent

科研成果: 期刊稿件 › 文献综述 › 同行评审

7 引用（Scopus）

摘要

It is of significant social and economical impact to achieve green and reliable operation of data center. The optimization and control methods for green and reliable data center were reviewed briefly. An event-based reinforcement learning approach for improving the energy efficiency was developed. And a method to improve the accuracy of battery lifetime forecasting was developed.

投稿的翻译标题	Reinforcement learning for green and reliable data center
源语言	繁体中文
页（从-至）	341-347
页数	7
期刊	Chinese Journal of Intelligent Science and Technology
卷	2
期	4
DOI	https://doi.org/10.11959/j.issn.2096-6652.202036
出版状态	已出版 - 12月 2020
已对外发布	是

联合国可持续发展目标

此成果有助于实现下列可持续发展目标：

可持续发展目标 7 经济适用的清洁能源

关键词

cyber physical energy system
data center
event-based optimization
reinforcement learning

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10.11959/j.issn.2096-6652.202036

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链接到 Scopus 的出版物

引用此

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title = "面向数据中心绿色可靠运行的强化学习方法",

abstract = "It is of significant social and economical impact to achieve green and reliable operation of data center. The optimization and control methods for green and reliable data center were reviewed briefly. An event-based reinforcement learning approach for improving the energy efficiency was developed. And a method to improve the accuracy of battery lifetime forecasting was developed.",

keywords = "cyber physical energy system, data center, event-based optimization, reinforcement learning",

author = "Jia, \{Qing Shan\} and Jingxian Tang and Junjie Wu and Xiao Hu and Yiting Lin and Heng Xia",

year = "2020",

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T1 - 面向数据中心绿色可靠运行的强化学习方法

AU - Jia, Qing Shan

AU - Tang, Jingxian

AU - Wu, Junjie

AU - Hu, Xiao

AU - Lin, Yiting

AU - Xia, Heng

PY - 2020/12

Y1 - 2020/12

N2 - It is of significant social and economical impact to achieve green and reliable operation of data center. The optimization and control methods for green and reliable data center were reviewed briefly. An event-based reinforcement learning approach for improving the energy efficiency was developed. And a method to improve the accuracy of battery lifetime forecasting was developed.

AB - It is of significant social and economical impact to achieve green and reliable operation of data center. The optimization and control methods for green and reliable data center were reviewed briefly. An event-based reinforcement learning approach for improving the energy efficiency was developed. And a method to improve the accuracy of battery lifetime forecasting was developed.

KW - cyber physical energy system

KW - data center

KW - event-based optimization

KW - reinforcement learning

UR - https://www.scopus.com/pages/publications/85117026416

U2 - 10.11959/j.issn.2096-6652.202036

DO - 10.11959/j.issn.2096-6652.202036

M3 - 文献综述

AN - SCOPUS:85117026416

SN - 2096-6652

VL - 2

SP - 341

EP - 347

JO - Chinese Journal of Intelligent Science and Technology

JF - Chinese Journal of Intelligent Science and Technology

IS - 4

ER -

面向数据中心绿色可靠运行的强化学习方法

摘要

联合国可持续发展目标

关键词

访问文件

其它文件与链接

指纹

引用此