Energy Efficiency Increase Achieved by Dedicated Rule-Based Control of Chillers Operating in the Data Center

被引:1
|
作者
Borkowski, Mateusz [1 ]
Pilat, Adam Krzysztof [1 ]
机构
[1] AGH Univ Sci & Technol, Dept Automat Control & Robot, Mickiewicza 30 Ave, PL-30059 Krakow, Poland
关键词
control; data center; chiller; freecooling; COP; compressor mode; experimental data;
D O I
10.3390/en15072419
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Commercial solutions in the area of data center cooling available on the market are universal solutions that use dedicated control methods and are to able function properly in a wide range of working conditions. The functional limitations resulting in their application were our motivation for developing our own system architecture and a dedicated control algorithm. Historical data from an operating cooling system were analyzed. On that basis, a rule-based controller was developed, the purpose of which is to correctly switch between operating modes. The time constants of the automation actuators and the dynamics of the changes that occur in the cooling process were identified. The control strategy was experimentally validated throughout 2017. The efficacy of the second solution and the effectiveness of the control algorithm throughout the calendar year were demonstrated. Our solution allows individual control of each element of the cooling system. This enabled the extension of the operation time in the free-cooling mode by 2064 h throughout the year, a 69% increase in the COP coefficient of the cooling system and a reduction in electricity consumption by 206.9 MWh due to longer operation in the freecooling mode.
引用
收藏
页数:25
相关论文
共 50 条
  • [21] Development of an energy evaluation and design tool for dedicated cooling systems of data centers: Sensing data center cooling energy efficiency
    Cho, Jinkyun
    Yang, Joonyoung
    Lee, Changkeun
    Lee, Jinyoung
    ENERGY AND BUILDINGS, 2015, 96 : 357 - 372
  • [22] Analytical Rule-Based Approach to Online Optimal Control of Smart Residential Energy System
    Sanjari, Mohammad Javad
    Karami, Hossein
    Gooi, Hoay Beng
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2017, 13 (04) : 1586 - 1597
  • [23] Building energy management model integrating rule-based control algorithm and genetic algorithm
    Gong, Jie
    INTERNATIONAL JOURNAL OF RENEWABLE ENERGY DEVELOPMENT-IJRED, 2025, 14 (01): : 136 - 145
  • [24] A Rule-based Fault Detection Approach for Aircraft Control System Using Data Correlation
    Liu, Baoding
    Yu, Jinsong
    Zhang, Yigong
    Gao, Zhanbao
    Li, Xin
    2024 IEEE 19TH CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, ICIEA 2024, 2024,
  • [25] Increasing the energy efficiency of a data center based on machine learning
    Yang, Zhen
    Du, Jinhong
    Lin, Yiting
    Du, Zhen
    Xia, Li
    Zhao, Qianchuan
    Guan, Xiaohong
    JOURNAL OF INDUSTRIAL ECOLOGY, 2022, 26 (01) : 323 - 335
  • [26] IMPROVING ENERGY EFFICIENCY THROUGH THERMAL CONTROL OF A MODULAR DATA CENTER
    Guinn, John P. E.
    Gondipalli, Srujan
    PROCEEDINGS OF THE ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION - 2012, VOL 7, PTS A-D, 2013, : 725 - 733
  • [27] Improving energy efficiency of dedicated cooling system and its contribution towards meeting an energy-optimized data center
    Cho, Jinkyun
    Kim, Yundeok
    APPLIED ENERGY, 2016, 165 : 967 - 982
  • [28] Calibration efficiency improvement of rule-based energy management system for a plug-in hybrid electric vehicle
    Duan, B. M.
    Wang, Q. N.
    Wang, J. N.
    Li, X. N.
    Ba, T.
    INTERNATIONAL JOURNAL OF AUTOMOTIVE TECHNOLOGY, 2017, 18 (02) : 335 - 344
  • [29] Calibration efficiency improvement of rule-based energy management system for a plug-in hybrid electric vehicle
    B. M. Duan
    Q. N. Wang
    J. N. Wang
    X. N. Li
    T. Ba
    International Journal of Automotive Technology, 2017, 18 : 335 - 344
  • [30] Energy Management Using a Rule-Based Control Strategy of Marine Current Power System with Energy Storage System
    Han, Jingang
    Li, Xu
    Tang, Tianhao
    JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2021, 9 (06)