Concurrency and exchanging design knowledge among thermal and IT management are required to achieve an energy efficient operational data center. In this paper, a design approach is presented to bring adaptability and concurrency for coordinated minimization of cooling and IT power consumption in data centers. The presented approach is centered on a proper orthogonal decomposition based reduced order thermal modeling approach, and power profiling of the IT equipment to identify the optimal parameters of the air cooling systems along with optimal dynamic workload distribution among the servers. The method is applied to a data center cell with different rack and server architectures. The results show that the design approach results in 12–70% saving in the total energy consumption of the data center cell for various scenarios, compared with a baseline design.
Skip Nav Destination
e-mail: samadiani@gatech.edu
Article navigation
September 2010
Research Papers
Coordinated Optimization of Cooling and IT Power in Data Centers
Emad Samadiani,
Emad Samadiani
G.W. Woodruff School of Mechanical Engineering,
e-mail: samadiani@gatech.edu
Georgia Institute of Technology
, Atlanta, GA 30332
Search for other works by this author on:
Hrishikesh Amur,
Hrishikesh Amur
College of Computing,
Georgia Institute of Technology
, Atlanta, GA 30332
Search for other works by this author on:
Bhavani Krishnan,
Bhavani Krishnan
College of Computing,
Georgia Institute of Technology
, Atlanta, GA 30332
Search for other works by this author on:
Yogendra Joshi,
Yogendra Joshi
G.W. Woodruff School of Mechanical Engineering,
Georgia Institute of Technology
, Atlanta, GA 30332
Search for other works by this author on:
Karsten Schwan
Karsten Schwan
College of Computing,
Georgia Institute of Technology
, Atlanta, GA 30332
Search for other works by this author on:
Emad Samadiani
G.W. Woodruff School of Mechanical Engineering,
Georgia Institute of Technology
, Atlanta, GA 30332e-mail: samadiani@gatech.edu
Hrishikesh Amur
College of Computing,
Georgia Institute of Technology
, Atlanta, GA 30332
Bhavani Krishnan
College of Computing,
Georgia Institute of Technology
, Atlanta, GA 30332
Yogendra Joshi
G.W. Woodruff School of Mechanical Engineering,
Georgia Institute of Technology
, Atlanta, GA 30332
Karsten Schwan
College of Computing,
Georgia Institute of Technology
, Atlanta, GA 30332J. Electron. Packag. Sep 2010, 132(3): 031006 (14 pages)
Published Online: September 9, 2010
Article history
Received:
December 23, 2009
Revised:
February 24, 2010
Published:
September 9, 2010
Citation
Samadiani, E., Amur, H., Krishnan, B., Joshi, Y., and Schwan, K. (September 9, 2010). "Coordinated Optimization of Cooling and IT Power in Data Centers." ASME. J. Electron. Packag. September 2010; 132(3): 031006. https://doi.org/10.1115/1.4001858
Download citation file:
Get Email Alerts
Impact of Encapsulated Phase Change Material Additives for Improved Thermal Performance of Silicone Gel Insulation
J. Electron. Packag (December 2024)
Special Issue on InterPACK2023
J. Electron. Packag
Related Articles
Energy Optimization of
Air-Cooled Data Centers
J. Thermal Sci. Eng. Appl (December,2010)
Analytical Modeling for Thermodynamic Characterization of Data Center Cooling Systems
J. Electron. Packag (June,2009)
Viability of Dynamic Cooling Control in a Data Center
Environment
J. Electron. Packag (June,2006)
A Simulation-Based Approach to Data Center Thermal Efficiency Optimization
J. Eng. Sustain. Bldgs. Cities (February,2020)
Related Proceedings Papers
Related Chapters
Modeling Building Air Conditioning Energy Consumption in Dense Urban Environments
Handbook of Integrated and Sustainable Buildings Equipment and Systems, Volume I: Energy Systems
A Balance-Space-Based Operation Strategy for CCHP Systems
Combined Cooling, Heating, and Power Systems: Modelling Optimization, and Operation
Dynamic Cool Roofing Systems
Advanced Energy Efficient Building Envelope Systems