Adaptable Robust Design of Multi-Scale Convective Systems Applied to Energy Efficient Data Centers

REFERENCES

• T. W. Simpson , U. Lautenschlager , and F. Mistree , Towards Mass Customization in the Age of Information: The Case for Open Engineering Systems , in W. Read and A. Porter (eds.), The Information Revolution: Present and Future , pp. 49 – 71 , Ablex Publications , Greenwich , CT , 1998 .
   Google Scholar
• E. Samadiani , Y. Joshi , and F. Mistree , The Thermal Design of A Next Generation DataCenter: A Conceptual Exposition, J. Electron. Packag. , vol. 130, no. 4, pp. 041104–041108, 2008.
   Web of Science ®Google Scholar
• W. Chen , D. Rosen , J. K. Allen , and F. Mistree , Modularity and the Independence of Functional Requirements in Designing Complex Systems , Concurrent Product Des. , vol. 74 , pp. 31 – 38 , 1994 .
   Google Scholar
• E. Samadiani and Y. Joshi , Multi-Parameter Model Reduction in Multi-Scale Convective Systems , Int. J. Heat Mass Transfer , 2009 .
   PubMed Web of Science ®Google Scholar
• F. Mistree , O. F. Hughes , and B. Bras , The Compromise Decision Support Problem and the Adaptive Linear Programming Algorithm , in M. P. Kamat (ed.), Structural Optimization: Status and Promise , pp. 247 – 286 , AIAA , Washington , D.C. , 1993 .
   Google Scholar
• W. Chen , J. K. Allen , K. Tsui , and F. Mistree , A Procedure for Robust Design: Minimizing Variations Caused by Noise Factors and Control Factors , J. Mech. Des. , vol. 118 , pp. 478 – 485 , 1996 .
   Web of Science ®Google Scholar
• P. Holmes , J. L. Lumley , and G. Berkooz , Turbulence, Coherent Structures, Dynamical Systems and Symmetry , Cambridge University Press , Cambridge , England , 1996 .
   Google Scholar
• J. Rambo and Y. Joshi , Reduced-Order Modeling of Turbulent Forced Convection with Parametric Conditions , Int. J. Heat Mass Transfer , vol. 50 , nos. 3–4 , pp. 539 – 551 , 2007 .
   Web of Science ®Google Scholar
• ASHRAE, Thermal Guidelines for Data Processing Environments, American Society of Heating, Refrigeration, and Air-Conditioning Engineers , 2004 .
   Google Scholar
• R. Schmit and M. Iyengar , Effect of Data Center Layout on Rack Inlet Air Temperatures , Proc. ASME InterPACK 05 , San Francisco , California , USA , ASME , IPACK2005–73385 , 2005 .
   Google Scholar
• C. Patel , C. Bash , C. Belady , L. Stahl , and D. Sullivan , Computational Fluid Dynamics Modeling of High Compute Density Data Centers to Assure System Inlet Air Specifications , Proc. ASME IPACK' 01 , Kauai , Hawaii , ASME , IPACK2001–15622 , 2001 .
   Google Scholar
• C. D. Patel , R. Sharma , C. Bash , and M. Beitelmal , Thermal Considerations in Cooling of Large Scale High Compute Density Data Centers , Proc. ITHERM 2002—Eight Intersociety Conf. on Thermal and Thermomechanical Phenomena in Electronic Systems , San Diego , California , pp. 767 – 776 , 2002 .
   Google Scholar
• S. Shrivastava , B. Sammakia , R. Schmidt , and M. Iyengar , Comparative Analysis of Different Data Center Airflow Management Configurations , Proc. ASME InterPACK 05 , San Francisco , California , USA , ASME , IPACK2005–73234 , 2005 .
   Google Scholar
• J. Rambo and Y. Joshi , Multi-Scale Modeling of High Power Density Data Centers , Proc. ASME InterPACK 03 , Kauai , Hawaii , ASME , InterPack2003–35297 , 2003 .
   Google Scholar
• J. Rambo and Y. Joshi , Thermal Modeling of Technology Infrastructure Facilities: A Case Study of Data Centers , in W. J. Minkowycz , E. M. Sparrow , and J. Y. Murthy (eds.), The Handbook of Numerical Heat Transfer , pp. 821 – 850 , Taylor and Francis , New York , 2006 .
   Google Scholar
• R. Schmidt , K. C. Karki , K. M. Kelkar , A. Radmehr , and S. V. Patankar , Measurements and Predictions of the Flow Distribution Through Perforated Tiles in Raised Floor Data Centers , Proc. ASME InterPACK 01 , Kauai , Hawaii , IPACK2001–15728 , 2001 .
   Google Scholar
• M. Iyengar , R. Schmidt , A. Sharma , G. McVicker , S. Shrivastava , S. Sri-Jayantha , Y. Amemiya , H. Dang , T. Chainer , and B. Sammakia , Thermal Characterization of Non-Raised Floor Air Cooled Data Centers using Numerical Modeling , Proc. ASME InterPACK 05 , San Francisco , California , USA , ASME , IPACK2005–73387 , 2005 .
   Google Scholar
• A. Shah , V. Carey , C. Bash , and C. Patel , Exergy-Based Optimization Strategies for Multi-Component Data Center Thermal Management: Part I, Analysis , Proc. ASME InterPACK 05 , San Francisco , California , USA , ASME , IPACK2005–73137 , 2005 .
   Google Scholar
• A. Shah , V. Carey , C. Bash , and C. Patel , Exergy-Based Optimization Strategies for Multi-Component Data Center Thermal Management: Part II, Application and Validation, Proc. ASME InterPACK 05, San Francisco , California , USA , ASME, IPACK2005–73138, 2005.
   Google Scholar
• S. Bhopte , D. Agonafer , R. Schmidt , and B. Sammakia , Optimization of Data Center Room Layout to Minimize Rack Inlet Air Temperature , Proc. ASME InterPACK , San Francisco , California , USA , ASME , IPACK2005–73027 , 2005 .
   Google Scholar
• J. Moore , J. Chase , K. Farkas , and P. Ranganathan , Data Center Workload Monitoring, Analysis, and Emulation , Proc. Eighth Workshop on Computer Architecture Evaluation using Commercial Workloads , 2005 .
   Google Scholar
• R. K. Sharma , C. Bash , C. D. Patel , R. J. Friedrich , and J. S. Chase , Balance of Power: Dynamic Thermal Management for Internet Data Centers, Whitepaper issued by Hewlet Packard Laboratories, Tech. Rept. HPL-2003–5 , 2003 .
   Google Scholar
• T. D. Boucher , D. M. Auslander , C. E. Bash , C. C. Federspiel , and C. D. Patel , Viability of Dynamic Cooling Control in a Data Center Environment , Proc. Int. Society Conf. on Thermal Phenomena , pp. 593 – 600 , 2004 .
   Google Scholar
• N. Rolander , J. Rambo , Y. Joshi , F. Mistree , and J. K. Allen , Robust Design of Turbulent Convective Systems using the Proper Orthogonal Decomposition , J. Mech. Des.: Special Issue Robust and Risk Based Design , vol. 128 , pp. 844 – 855 , 2006 .
   Web of Science ®Google Scholar
• Y. Joshi , E. Samadiani , and F. Mistree , Reduced Modeling Based Robust Thermal Design of Energy Efficient Data Centers , Proc. The Eighteenth Int. Symposium on Transport Phenomena , Daejeon , Korea , 2007 .
   Google Scholar
• M. J. Crippen , R. K. Alo , D. Champion , R. M. Clemo , C. M. Grosser , N. J. Gruendler , M. S. Mansuria , J. A. Matteson , M. S. Miller , and B. A. Trumbo , BladeCenter Packaging, Power, and Cooling , IBM J. Res. & Dev. , vol. 49 , no. 6 , pp. 887 – 904 , 2005 .
   Web of Science ®Google Scholar
• J. Moore , J. Chase , P. Ranganathan , and R. Sharma , Making Scheduling Cool: Temperature-Aware Workload Placement in Data Centers , Proc. USENIX Annual Tech. Conf. , pp. 61 – 75 , 2005 .
   Google Scholar
• E. Fried and I. E. Idelchik , Flow Resistance: A Design Guide for Engineers , Hemisphere Publishing , New York , 1989 .
   Google Scholar
• R. M. Lewis and V. Torczon , Pattern Search Methods for Linearly Constrained Minimization , SIAM J. Optim. , vol. 10 , no. 3 , pp. 917 – 941 , 2000 .
   Web of Science ®Google Scholar
• R. E. Steuer , Multiple Criteria Optimization, Theory Computations and Applications , John Wiley & Sons , Inc. , New York , 1986 .
   Google Scholar