KR102047850B1 - 컴퓨터의 유체 역학 시스템들 및 그것의 사용 방법들 - Google Patents

컴퓨터의 유체 역학 시스템들 및 그것의 사용 방법들 Download PDF

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KR102047850B1
KR102047850B1 KR1020147022352A KR20147022352A KR102047850B1 KR 102047850 B1 KR102047850 B1 KR 102047850B1 KR 1020147022352 A KR1020147022352 A KR 1020147022352A KR 20147022352 A KR20147022352 A KR 20147022352A KR 102047850 B1 KR102047850 B1 KR 102047850B1
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data center
computer
data
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KR20140119111A (ko
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브렌든 에프. 두리
삼보디 차테지
제슌 카이
제? 카이
토마스 엠. 페들
사우랍 케이. 쉬리바스타바
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팬듀트 코포레이션
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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00Computer-aided design [CAD]
    • G06F30/20Design optimisation, verification or simulation
    • G06F30/28Design optimisation, verification or simulation using fluid dynamics, e.g. using Navier-Stokes equations or computational fluid dynamics [CFD]
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00Computer-aided design [CAD]
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00Computer-aided design [CAD]
    • G06F30/10Geometric CAD
    • G06F30/13Architectural design, e.g. computer-aided architectural design [CAAD] related to design of buildings, bridges, landscapes, production plants or roads
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00Computer-aided design [CAD]
    • G06F30/20Design optimisation, verification or simulation
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F2111/00Details relating to CAD techniques
    • G06F2111/10Numerical modelling
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F2119/00Details relating to the type or aim of the analysis or the optimisation
    • G06F2119/08Thermal analysis or thermal optimisation

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Geometry (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Hardware Design (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Analysis (AREA)
  • Pure & Applied Mathematics (AREA)
  • Mathematical Optimization (AREA)
  • Architecture (AREA)
  • Structural Engineering (AREA)
  • Computational Mathematics (AREA)
  • Civil Engineering (AREA)
  • Algebra (AREA)
  • Computing Systems (AREA)
  • Fluid Mechanics (AREA)
  • Mathematical Physics (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Testing Or Calibration Of Command Recording Devices (AREA)
  • Software Systems (AREA)
  • Air Conditioning Control Device (AREA)
KR1020147022352A 2012-01-31 2013-01-31 컴퓨터의 유체 역학 시스템들 및 그것의 사용 방법들 Expired - Fee Related KR102047850B1 (ko)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201261592633P 2012-01-31 2012-01-31
US61/592,633 2012-01-31
US13/754,100 US20130204593A1 (en) 2012-01-31 2013-01-30 Computational Fluid Dynamics Systems and Methods of Use Thereof
US13/754,100 2013-01-30
PCT/US2013/023984 WO2013116424A1 (en) 2012-01-31 2013-01-31 Computational fluid dynamics systems and methods of use thereof

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KR20140119111A KR20140119111A (ko) 2014-10-08
KR102047850B1 true KR102047850B1 (ko) 2019-12-04

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US (1) US20130204593A1 (enExample)
EP (1) EP2810196A1 (enExample)
JP (1) JP6181079B2 (enExample)
KR (1) KR102047850B1 (enExample)
WO (1) WO2013116424A1 (enExample)

Families Citing this family (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP5240132B2 (ja) * 2009-09-04 2013-07-17 富士通株式会社 熱流体シミュレーション解析装置
GB2513141A (en) * 2013-04-17 2014-10-22 Ibm Data processing system with real-time data center air flow simulator
US9644857B1 (en) * 2015-12-01 2017-05-09 Nasser Ashgriz Virtual thermostat for a zonal temperature control
US10017271B2 (en) * 2016-03-18 2018-07-10 Sunlight Photonics Inc. Methods of three dimensional (3D) airflow sensing and analysis
US10817033B2 (en) * 2017-12-14 2020-10-27 Schneider Electric It Corporation Method and system for predicting effect of a transient event on a data center
US20210374309A1 (en) * 2018-12-19 2021-12-02 Mitsubishi Electric Corporation Information processing apparatus and information processing method
US11875091B2 (en) 2019-09-05 2024-01-16 Toyota Motor Engineering & Manufacturing North America, Inc. Method for data-driven comparison of aerodynamic simulations

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20070038414A1 (en) * 2005-05-02 2007-02-15 American Power Conversion Corporation Methods and systems for managing facility power and cooling
JP2010527491A (ja) 2007-05-15 2010-08-12 アメリカン パワー コンバージョン コーポレイション 設備の電力及び冷却を管理するための方法及びシステム
JP2011059740A (ja) * 2009-09-04 2011-03-24 Fujitsu Ltd 熱流体シミュレーション解析装置
US20110213508A1 (en) 2010-02-26 2011-09-01 International Business Machines Corporation Optimizing power consumption by dynamic workload adjustment

Family Cites Families (26)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2001325555A (ja) * 2000-05-18 2001-11-22 Shinryo Corp 温熱環境解析による温度分布の予測方法
US7313503B2 (en) * 2002-02-19 2007-12-25 Hewlett-Packard Development Company, L.P. Designing layout for internet datacenter cooling
US7596476B2 (en) * 2005-05-02 2009-09-29 American Power Conversion Corporation Methods and systems for managing facility power and cooling
US7885795B2 (en) * 2005-05-02 2011-02-08 American Power Conversion Corporation Methods and systems for managing facility power and cooling
US7493235B2 (en) * 2007-01-09 2009-02-17 Dell Products, Lp System and method for dynamic generation of environmental operational models
WO2009154623A1 (en) * 2008-06-19 2009-12-23 Hewlett-Packard Development Company, L.P. Capacity planning
US8849630B2 (en) * 2008-06-26 2014-09-30 International Business Machines Corporation Techniques to predict three-dimensional thermal distributions in real-time
US8306794B2 (en) * 2008-06-26 2012-11-06 International Business Machines Corporation Techniques for thermal modeling of data centers to improve energy efficiency
US8209056B2 (en) * 2008-11-25 2012-06-26 American Power Conversion Corporation System and method for assessing and managing data center airflow and energy usage
GB0908514D0 (en) * 2009-05-18 2009-06-24 Romonet Ltd Data centre simulator
US8972217B2 (en) * 2010-06-08 2015-03-03 Schneider Electric It Corporation System and method for predicting temperature values in a data center
US8594985B2 (en) * 2011-02-08 2013-11-26 International Business Machines Corporation Techniques for determining physical zones of influence
US8949091B2 (en) * 2011-03-09 2015-02-03 Tata Consultancy Services Limited Method and system for thermal management by quantitative determination of cooling characteristics of data center
US9223905B2 (en) * 2011-03-25 2015-12-29 Schneider Electric It Corporation Systems and methods for predicting fluid dynamics in a data center
US9952103B2 (en) * 2011-12-22 2018-04-24 Schneider Electric It Corporation Analysis of effect of transient events on temperature in a data center
EP2850566B1 (en) * 2012-05-18 2023-09-13 Tata Consultancy Services Limited Method and system for determining and implementing a viable containment design of a data center
US9959371B2 (en) * 2012-09-12 2018-05-01 Tata Consultancy Services Limited Method for efficient designing and operating cooling infrastructure in a data center
US10157245B2 (en) * 2012-10-31 2018-12-18 Schneider Electric It Corporation System and method for fluid dynamics prediction with an enhanced potential flow model
US20140278333A1 (en) * 2013-03-15 2014-09-18 Arizona Board of Regents, a body corporate of the State of Arizona, acting on behalf of Arizona Sta Systems, methods, and media for modeling transient thermal behavior
GB2513141A (en) * 2013-04-17 2014-10-22 Ibm Data processing system with real-time data center air flow simulator
JP6247746B2 (ja) * 2013-05-08 2017-12-13 ヴィジレント コーポレイションVigilent Corporation 環境に管理されるシステムにおける影響の学習
US9529641B2 (en) * 2013-08-26 2016-12-27 Cisco Technology, Inc. Data center thermal model
US9851726B2 (en) * 2013-09-04 2017-12-26 Panduit Corp. Thermal capacity management
IN2013MU03158A (enExample) * 2013-10-04 2015-07-03 Tata Consultancy Services Ltd
EP3074835B1 (en) * 2013-11-29 2024-02-28 Tata Consultancy Services Limited System and method for facilitating optimization of cooling efficiency of a data center
US20150178421A1 (en) * 2013-12-20 2015-06-25 BrightBox Technologies, Inc. Systems for and methods of modeling, step-testing, and adaptively controlling in-situ building components

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20070038414A1 (en) * 2005-05-02 2007-02-15 American Power Conversion Corporation Methods and systems for managing facility power and cooling
JP2010527491A (ja) 2007-05-15 2010-08-12 アメリカン パワー コンバージョン コーポレイション 設備の電力及び冷却を管理するための方法及びシステム
JP2011059740A (ja) * 2009-09-04 2011-03-24 Fujitsu Ltd 熱流体シミュレーション解析装置
US20110213508A1 (en) 2010-02-26 2011-09-01 International Business Machines Corporation Optimizing power consumption by dynamic workload adjustment

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KR20140119111A (ko) 2014-10-08
US20130204593A1 (en) 2013-08-08
EP2810196A1 (en) 2014-12-10
WO2013116424A1 (en) 2013-08-08
JP2015512082A (ja) 2015-04-23
JP6181079B2 (ja) 2017-08-16

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