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
  • [1] ENERGY EFFICIENCY IN CLOUD DATA CENTER THROUGH UNSUPERVISED RULE-BASED VM SELECTION METHODS
    SHIDIKt, Guruh Fajar
    Nugraha, Adhitya
    Andono, Pulung Nurtantio
    Noersasongko, Edi
    Kusuma, Edi Jaya
    JOURNAL OF ENGINEERING SCIENCE AND TECHNOLOGY, 2021, 16 (06): : 5013 - 5026
  • [2] Rule-based control for STATCOM to increase power system stability
    Li, C
    Jiang, QR
    Xie, XR
    Wang, ZH
    POWERCON '98: 1998 INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY - PROCEEDINGS, VOLS 1 AND 2, 1998, : 372 - 376
  • [3] Anaesthesia simulators for the design of supervisory rule-based control in the operating theatre
    Linkens, D.A.
    Abbod, M.F.
    Computing and Control Engineering Journal, 1993, 4 (02): : 55 - 62
  • [4] Rule-based system to detect energy efficiency anomalies in smart buildings, a data mining approach
    Pena, Manuel
    Biscarri, Felix
    Ignacio Guerrero, Juan
    Monedero, Inigo
    Leon, Carlos
    EXPERT SYSTEMS WITH APPLICATIONS, 2016, 56 : 242 - 255
  • [5] A Rule-Based Control Strategy of Driver Demand to Enhance Energy Efficiency of Hybrid Electric Vehicles
    Huang, Kuohsiu David
    Nguyen, Minh-Khoa
    Chen, Po-Tuan
    APPLIED SCIENCES-BASEL, 2022, 12 (17):
  • [6] Rule-based energy buffer strategy of energy router considering efficiency optimization
    Xia, Mingchao
    Chen, Meifu
    Chen, Qifang
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2021, 125
  • [7] Fuzzy rule-based system for energy efficiency in wireless sensor networks
    Amruta Lipare
    Damodar Reddy Edla
    Saidi Reddy Parne
    The Journal of Supercomputing, 2021, 77 : 9947 - 9970
  • [8] Fuzzy rule-based system for energy efficiency in wireless sensor networks
    Lipare, Amruta
    Edla, Damodar Reddy
    Parne, Saidi Reddy
    JOURNAL OF SUPERCOMPUTING, 2021, 77 (09): : 9947 - 9970
  • [9] The design of supervisory rule-based control in the operating theatre via an anaesthesia simulator
    Mahfouf, M
    Abbod, MF
    Linkens, DA
    EXPERT SYSTEMS, 2002, 19 (01) : 11 - 20
  • [10] Optimal and rule-based control strategies for energy flexibility in buildings with PV
    Salpakari, Jyri
    Lund, Peter
    APPLIED ENERGY, 2016, 161 : 425 - 436