Adaptable robust design of multi-scale convective systems applied to energy efficient data centers

Numerical Heat Transfer; Part A: Applications

Volumn 57, Issue 2, 2010, Pages 69-100

  Samadiani, Emad ^a   Joshi, Yogendra ^a   Allen, Janet K ^b   Mistree, Farrokh ^b  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

^b University of Oklahoma   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTABLE DESIGN; COMPROMISE DECISION SUPPORT PROBLEM; CONVECTIVE SYSTEMS; DATA CENTERS; DESIGN APPROACHES; DESIGN METHOD; ENERGY EFFICIENT; MULTISCALES; OPTIMAL SOLUTIONS; POWER DISSIPATION; PROPER ORTHOGONAL DECOMPOSITIONS; REDUCED ORDER; ROBUST DESIGNS; ROBUST OPERATION; ROBUST SOLUTIONS; THERMAL MODELING; THERMAL RESPONSE;

DECISION SUPPORT SYSTEMS; PRODUCT DESIGN; SATELLITE COMMUNICATION SYSTEMS;

DATA REDUCTION;

EID: 77949551497     PISSN: 10407782     EISSN: 15210634     Source Type: Journal    
DOI: 10.1080/10407780903582901     Document Type: Article

References (30)

1. 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.
2. 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.
3. 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.
4. E. Samadiani and Y. Joshi, Multi-Parameter Model Reduction in Multi-Scale Convective Systems, Int. J. Heat Mass Transfer, 2009.
5. 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.
6. 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.
7. P. Holmes, J. L. Lumley, and G. Berkooz, Turbulence, Coherent Structures, Dynamical Systems and Symmetry, Cambridge University Press, Cambridge, England, 1996.
8. 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.
9. ASHRAE, Thermal Guidelines for Data Processing Environments, American Society of Heating, Refrigeration, and Air-Conditioning Engineers, 2004.
10. 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.
11. 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.
12. 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.
13. 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.
14. J. Rambo and Y. Joshi, Multi-Scale Modeling of High Power Density Data Centers, Proc. ASME InterPACK 03, Kauai, Hawaii, ASME, InterPack2003-35297, 2003.
15. 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.
16. 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.
17. 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.
18. 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.
19. 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.
20. 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.
21. 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.
22. 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-2003-2005, 2003.
23. 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.
24. 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.
25. 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.
26. 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.
27. 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.
28. E. Fried and I. E. Idelchik, Flow Resistance: A Design Guide for Engineers, Hemisphere Publishing, New York, 1989.
29. R. M. Lewis and V. Torczon, Pattern Search Methods for Linearly Constrained Minimization, SIAM J. Optim., vol.10, no.3, pp. 917-941, 2000.
30. R. E. Steuer, Multiple Criteria Optimization, Theory Computations and Applications, John Wiley & Sons, Inc., New York, 1986.