Development and experimental validation of a thermo-hydraulic model for data centers

References

• Applied Flow Technology . 2009 . Fathom: Incompressible pipe and duct flow modeling, Version 7.0 Woodland Park, CO
   Google Scholar
• ASHRAE . 2008a . High density data centers: Case studies and best practices , Atlanta, GA : American Society of Heating, Refrigerating and Air-Conditioning Engineers, Inc .
   Google Scholar
• ASHRAE . 2008b . Best practices for datacom facility energy efficiency , Atlanta, GA : American Society of Heating, Refrigerating and Air-Conditioning Engineers, Inc .
   Google Scholar
• Bash , C. , Patel , C. and Sharma , R. Dynamic thermal management of air cooled data centers . Proceedings of IEEE ITHERM 2006, May 30–June 2 . San Diego, CA.
   Google Scholar
• Boucher , T. , Auslander , D. , Bash , C. , Federspiel , C. and Patel , C. 2004 . Viability of dynamic cooling control in a data center environment . IEEE ITHERM 2004, June 1–4, Las Vegas, Nevada
   Google Scholar
• Braun , J. E. 1987 . Performance and control characteristics of large central cooling systems . ASHRAE Transactions , 93 ( 1 ) : 1830 – 52 .
   Google Scholar
• Braun , J. E. , Klein , S. A. and Mitchell , J. W. 1989 . Effectiveness models for cooling tower and cooling coils . ASHRAE Transactions , 95 ( 2 ) : 164 – 74 .
   Google Scholar
• Crawley , D. , Winkelmann , F. , Lawrie , L. and Pedersen , C. EnergyPlus: new capabilities in whole-building energy simulation program . the proceedings of 7th International IBPSA Conference . Rio de Janeiro, Brazil.
   Google Scholar
• Gondipalli , S. , Bhopte , S. , Iyengar , M. , Sammakia , B. , Schmidt , R. and Murray , B. Optimization of cold aisle designs for a data center with roofs and doors using slits . Proceedings of ASME InterPACK 2009 . July 19–23 , San Francisco, CA.
   Google Scholar
• Hayama , H. , Enai , M. , Mori , T. and Kishita , M. 2003 . Planning of air-conditions circulation systems for data centers . Proceedings of IEEE INTELEC 2003, October 19–23, Pacifico Yokohoma, Japan ,
   Google Scholar
• Hellmer , B. 2010 . Consumption analysis of teleco and data center cooling and humidification options . ASHRAE Transactions , 116 ( 1 ) : 118 – 33 .
   Google Scholar
• Incropera , F. and DeWitt , D. 2002 . Fundamentals of Heat and Mass Transfer , 5th ed , New York : Wiley .
   Google Scholar
• Innovative Research Inc . 2009 . Macroflow, Plymouth, MN ,
   Google Scholar
• Iyengar , M. and Schmidt , R. Analytical modeling of energy consumption and thermal performance of data center cooling systems—from the chip to the environment . Proceedings of ASME InterPACK 2007, Vancouver . British Columbia, Canada, July 8–12.
   Google Scholar
• Iyengar , M. and Schmidt , R. 2009 . Analytical modeling for thermodynamic characterization of data center cooling systems . Journal of Electronics Packaging , 131 : 0210094 – 021009-9 .
   Google Scholar
• Khalifa , H. E. and Demetriou , D. W. 2011 . Energy optimization of air-cooled data centers . Journal of Thermal Sciences and Engineering Applications , 2:041005-1–041005- 13
   Google Scholar
• Klein , S. TRNSYS—a transient system simulation program . Engineering Experiment Station Report 38-13. Solar Energy Laboratory . Madison, WI. University of Wisconsin-Madison .
   Google Scholar
• LBNL . 2007 . Benchmarking: data centers—charts , Berkeley, CA : Lawrence Berkeley National Labs . http://hightech.lbl.gov/benchmarking-dc-charts.html
   Google Scholar
• LBNL . 2005 . High performance buildings: Data centers uninterruptible power supplies (UPS) , Berkeley, CA : Lawrence Berkley National Laboratory .
   Google Scholar
• Lui , Y. 2010 . Waterside and airside economizer design considerations for data center facilities . ASHRAE Transactions , 116 ( 1 ) : 98 – 108 .
   Google Scholar
• Mathworks Inc . 2008 . Simulink, version 7.1 (R2008a) Natick, MA
   Google Scholar
• Merkel , F. 1925 . Verdunstungskühlung (Evaporative cooling) . VDI Zeitchrift , 70 : 123 – 8 .
   Google Scholar
• Patel , C. , Bash , C. , Belady , L. , Stahl , L. and Sullivan , D. 2001 . Computational fluid dynamics modeling of high compute density data centers to assure system inlet air specifications . Proceedings of ASME InterPACK 2001, July 8–11, Kauai, Hawaii ,
   Google Scholar
• Patel , C. , Sharma , C. , Bash , C. and Beitelmal , A. 2002 . Thermal considerations in cooling large scale high compute density data centers . Proceedings of IEEE IIHERM, May 30–June 1, San Diego, CA ,
   Google Scholar
• Pelley , S. , Meisner , D. , Wenisch , T. and VanGilder , J. 2009 . Understanding and abstracting total data center power . Proceedings of the 2009 Workshop on Energy Efficient Design (WEED) , June, University of Michigan
   Google Scholar
• Rambo , J. and Joshi , Y. 2007 . Modeling of data center airflow and heat transfer: State of the art and future trends . Distributed and Parallel Databases , 21 : 193 – 225 .
   Web of Science ®Google Scholar
• Salim , M. and Tozer , R. 2010 . Data centers’ energy auditing and benchmarking-progress update . ASHRAE Transactions , 116 ( 1 ) : 109 – 17 .
   Google Scholar
• Schmidt , R. 2004 . Thermal profile of a high-density data center—methodology to thermally characterize a data center . ASHRAE Transactions , 110 ( 2 ) : 635 – 42 .
   Google Scholar
• Schmidt , R. , Cruz , E. and Iyengar , M. 2005 . Challenges of data center thermal management . IBM Journal of Research and Development , 49 : 709 – 23 .
   Web of Science ®Google Scholar
• Schmidt , R. and Iyengar , M. 2009 . Thermodynamics of information technology data centers . IBM Journal of Research and Development , 53 ( 3:9 ) : 1 – 15 .
   Google Scholar
• Schmidt , R. , Iyengar , M. , Steffes , J. and Lund , V. Co-generation—grid independent power and cooling for a data center . Proceedings of ASME InterPACK 2009 . July 19–23 , San Francisco, CA.
   Google Scholar
• Shah , A. , Carey , V. , Bash , C. and Patel , C. 2008 . Exergy analysis of data center thermal management . Journal of Heat Transfer , : 130:021401-1–021401-10
   Google Scholar
• Shrivastava , S. , Iyengar , M. , Sammakia , B. , Schmidt , R. and VanGilder , J. Experimental-numerical comparison for a high density data center: Hot spot heat fluxes in excess of 500 W/ft2 . Proceedings of IEEE ITHERM 2006, May 30–June 2 . San Diego, CA.
   Google Scholar
• Simpson , W. M. and Sherwood , T. K. 1946 . Performance of small mechanical draft cooling towers . Refrigerating Engineering , 52 : 525 – 43 .
   Google Scholar
• Sisk , D. , Khalell , M. , Marquez , A. , Hatley , D. , Cader , T. and Schmidt , R. 2009 . Real-time data center energy efficiency at Pacific Northwest National Laboratory . ASHRAE Transactions , 115 ( 1 ) : 242 – 52 .
   Google Scholar
• The Green Grid . 2007 . The green grid data center power efficiency metrics: PUE and DCiE .
   Google Scholar
• United States Environmental Protection Agency . 2007 . Report to Congress on server and data center energy efficiency . Public Law 109-431, August 2, Washington, DC
   Google Scholar
• Uptime Institute . 2010 . Data center site infrastructure tier standard: Topology . http://uptimeinstitute.org/index.php?option=com_docman&task=doc_download&gid=82
   Google Scholar
• Weather Underground . 2009 . Weather history for KNYPOUGH5 . www.wunderground.com/weatherstation/WXDailyHistory.asp?ID=KNYPOUGH5
   Google Scholar