CN104871159B - 利用增强型势流模型的流体动力学预测的系统和方法 - Google Patents

利用增强型势流模型的流体动力学预测的系统和方法 Download PDF

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Publication number
CN104871159B
CN104871159B CN201380067839.0A CN201380067839A CN104871159B CN 104871159 B CN104871159 B CN 104871159B CN 201380067839 A CN201380067839 A CN 201380067839A CN 104871159 B CN104871159 B CN 104871159B
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flow
angle value
group
air
gas velocity
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CN104871159A (zh
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詹姆斯·威廉姆·范吉尔德
克里斯多佛·M·希利
张轩杭
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Schneider Electric IT Corp
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American Power Conversion Corp
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/20—Design optimisation, verification or simulation
    • G06F30/28—Design optimisation, verification or simulation using fluid dynamics, e.g. using Navier-Stokes equations or computational fluid dynamics [CFD]
    • H—ELECTRICITY
    • H05—ELECTRIC TECHNIQUES NOT OTHERWISE PROVIDED FOR
    • H05K—PRINTED CIRCUITS; CASINGS OR CONSTRUCTIONAL DETAILS OF ELECTRIC APPARATUS; MANUFACTURE OF ASSEMBLAGES OF ELECTRICAL COMPONENTS
    • H05K7/00—Constructional details common to different types of electric apparatus
    • H05K7/20—Modifications to facilitate cooling, ventilating, or heating
    • H05K7/20709—Modifications to facilitate cooling, ventilating, or heating for server racks or cabinets; for data centers, e.g. 19-inch computer racks
    • H05K7/20718—Forced ventilation of a gaseous coolant
    • H05K7/20745—Forced ventilation of a gaseous coolant within rooms for removing heat from cabinets, e.g. by air conditioning device
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/10—Geometric CAD
    • G06F30/13—Architectural design, e.g. computer-aided architectural design [CAAD] related to design of buildings, bridges, landscapes, production plants or roads
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/20—Design optimisation, verification or simulation
    • H—ELECTRICITY
    • H05—ELECTRIC TECHNIQUES NOT OTHERWISE PROVIDED FOR
    • H05K—PRINTED CIRCUITS; CASINGS OR CONSTRUCTIONAL DETAILS OF ELECTRIC APPARATUS; MANUFACTURE OF ASSEMBLAGES OF ELECTRICAL COMPONENTS
    • H05K7/00—Constructional details common to different types of electric apparatus
    • H05K7/20—Modifications to facilitate cooling, ventilating, or heating
    • H05K7/20709—Modifications to facilitate cooling, ventilating, or heating for server racks or cabinets; for data centers, e.g. 19-inch computer racks
    • H05K7/20718—Forced ventilation of a gaseous coolant
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2111/00—Details relating to CAD techniques
    • G06F2111/10—Numerical modelling
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2119/00—Details relating to the type or aim of the analysis or the optimisation
    • G06F2119/08—Thermal analysis or thermal optimisation

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Computer Hardware Design (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Geometry (AREA)
  • General Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Thermal Sciences (AREA)
  • Microelectronics & Electronic Packaging (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Architecture (AREA)
  • Computational Mathematics (AREA)
  • Civil Engineering (AREA)
  • Structural Engineering (AREA)
  • Algebra (AREA)
  • Computing Systems (AREA)
  • Fluid Mechanics (AREA)
  • Mathematical Physics (AREA)
  • Air Conditioning Control Device (AREA)
  • Aerodynamic Tests, Hydrodynamic Tests, Wind Tunnels, And Water Tanks (AREA)
CN201380067839.0A 2012-10-31 2013-10-28 利用增强型势流模型的流体动力学预测的系统和方法 Active CN104871159B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US13/665,749 US10157245B2 (en) 2012-10-31 2012-10-31 System and method for fluid dynamics prediction with an enhanced potential flow model
US13/665,749 2012-10-31
PCT/US2013/067069 WO2014070657A2 (en) 2012-10-31 2013-10-28 System and method for fluid dynamics prediction with an enhanced potential flow model

Publications (2)

Publication Number Publication Date
CN104871159A CN104871159A (zh) 2015-08-26
CN104871159B true CN104871159B (zh) 2019-06-14

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Country Link
US (1) US10157245B2 (https=)
EP (1) EP2915080B1 (https=)
CN (1) CN104871159B (https=)
DK (1) DK2915080T3 (https=)
IN (1) IN2015DN04035A (https=)
WO (1) WO2014070657A2 (https=)

Families Citing this family (28)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP5559040B2 (ja) 2007-05-15 2014-07-23 シュナイダー エレクトリック アイティー コーポレーション 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
US20130204593A1 (en) * 2012-01-31 2013-08-08 Panduit Corp. Computational Fluid Dynamics Systems and Methods of Use Thereof
US20130246008A1 (en) * 2012-03-15 2013-09-19 Chao-Hsin Lin Cabin airflow modeling
GB201217840D0 (en) * 2012-08-13 2012-11-14 Airbus Operations Ltd System and method for computing design parameters for a thermally comfortable environment
EP2939176A4 (en) * 2012-12-27 2016-07-27 Schneider Electric It Corp Systems and methods of visualizing airflow
US10102313B2 (en) 2014-12-30 2018-10-16 Schneider Electric It Corporation Raised floor plenum tool
EP3048545B1 (en) * 2015-01-23 2024-09-25 Tata Consultancy Services Limited System and method for facilitating homogenized distribution of airflow in a data center
WO2016130453A1 (en) 2015-02-09 2016-08-18 Schneider Electric It Corporation System and methods for simulation-based optimization of data center cooling equipment
JP6636531B2 (ja) * 2015-03-27 2020-01-29 インテル コーポレイション 電力熱認識ソリューション
US9971856B2 (en) 2015-05-28 2018-05-15 International Business Machines Corporation CFD modeling of a bounded domain with viscous region partitioning
US10083259B2 (en) * 2015-05-28 2018-09-25 International Business Machines Corporation Bounded domain modeling with specified boundary conditions and mass balancing
US10017271B2 (en) * 2016-03-18 2018-07-10 Sunlight Photonics Inc. Methods of three dimensional (3D) airflow sensing and analysis
CN109643333B (zh) * 2016-06-16 2022-09-13 塔塔咨询服务有限公司 用于被调节空间的热流体管理的系统和方法
CN109643090B (zh) * 2016-06-24 2022-04-26 施耐德电子系统美国股份有限公司 动态地促进m:n工作配置系统管理的方法、系统和设备
US10617038B2 (en) 2016-07-08 2020-04-07 Schneider Electric It Corporation Zero-equation turbulence models for large electrical and electronics enclosure applications
CN108073736B (zh) * 2016-11-14 2021-06-29 沈阳鼓风机集团核电泵业有限公司 核主泵隔热装置简化等效分析方法
US20180150043A1 (en) * 2016-11-14 2018-05-31 United States Department Of Energy Cyber-physical system model for monitoring and control
CN110235128B (zh) * 2016-12-16 2023-02-28 施耐德电气It公司 用于构造紧凑壁模型的系统和方法
US11076509B2 (en) 2017-01-24 2021-07-27 The Research Foundation for the State University Control systems and prediction methods for it cooling performance in containment
US10572615B2 (en) * 2017-04-28 2020-02-25 Synopsys, Inc. Placement and routing of cells using cell-level layout-dependent stress effects
EP3401815B1 (en) * 2017-05-09 2022-12-21 Dassault Systèmes Determining an architectural layout
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
AU2019436880B2 (en) * 2019-03-27 2022-02-24 Mitsubishi Electric Corporation Risk calculation apparatus, risk calculation program, and risk calculation method
CN110955991B (zh) * 2019-11-18 2023-03-21 华北水利水电大学 一种界面双向数据交换的流固耦合计算方法
CN112460764B (zh) * 2020-11-30 2022-02-11 珠海格力电器股份有限公司 空调控制方法、装置、设备及存储介质
US11997833B2 (en) 2020-12-04 2024-05-28 Schneider Electric It Corporation IT-room-cooling-performance assessment
CN113034694B (zh) * 2021-03-26 2022-01-11 浙江大学 自适应于流场特征的度量正交网格自动生成方法及装置
GB2608531B (en) * 2022-09-15 2024-04-17 Ekkosense Ltd Data centre cooling optimisation

Family Cites Families (47)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5978594A (en) 1994-09-30 1999-11-02 Bmc Software, Inc. System for managing computer resources across a distributed computing environment by first reading discovery information about how to determine system resources presence
US5954127A (en) 1997-07-16 1999-09-21 International Business Machines Corporation Cold plate for dual refrigeration system
US6574970B2 (en) 2000-02-18 2003-06-10 Toc Technology, Llc Computer room air flow method and apparatus
US6718277B2 (en) 2002-04-17 2004-04-06 Hewlett-Packard Development Company, L.P. Atmospheric control within a building
US7046514B2 (en) 2003-03-19 2006-05-16 American Power Conversion Corporation Data center cooling
JP4349562B2 (ja) 2003-05-09 2009-10-21 独立行政法人理化学研究所 空間の識別方法とそのプログラム
US7051946B2 (en) 2003-05-29 2006-05-30 Hewlett-Packard Development Company, L.P. Air re-circulation index
US20050023363A1 (en) 2003-05-29 2005-02-03 Sharma Ratnesh K. CRAC unit control based on re-circulation index
US7085133B2 (en) 2003-07-09 2006-08-01 International Business Machines Corporation Cooling using complimentary tapered plenums
US7031870B2 (en) 2004-05-28 2006-04-18 Hewlett-Packard Development Company, L.P. Data center evaluation using an air re-circulation index
US20060121421A1 (en) 2004-10-15 2006-06-08 Spitaels James S IT equipment simulation
US20060168975A1 (en) 2005-01-28 2006-08-03 Hewlett-Packard Development Company, L.P. Thermal and power management apparatus
US7885795B2 (en) 2005-05-02 2011-02-08 American Power Conversion Corporation Methods and systems for managing facility power and cooling
EP1877950B1 (en) 2005-05-02 2018-11-28 Schneider Electric IT Corporation Methods and systems for managing facility power and cooling
US7881910B2 (en) 2005-05-02 2011-02-01 American Power Conversion Corporation Methods and systems for managing facility power and cooling
US7841199B2 (en) 2005-05-17 2010-11-30 American Power Conversion Corporation Cold aisle isolation
US7315448B1 (en) 2005-06-01 2008-01-01 Hewlett-Packard Development Company, L.P. Air-cooled heat generating device airflow control system
US7568360B1 (en) 2005-11-01 2009-08-04 Hewlett-Packard Development Company, L.P. Air re-circulation effect reduction system
CN101401498A (zh) 2006-02-10 2009-04-01 美国能量变换公司 储藏机架管理系统和方法
US7558649B1 (en) 2006-05-03 2009-07-07 Hewlett-Packard Development Company, L.P. Method for predicting airflow rates
EP2036412B1 (en) 2006-06-01 2012-11-14 Exaflop LLC Controlled warm air capture
US20080105412A1 (en) 2006-11-03 2008-05-08 American Power Conversion Corporation Continuous cooling capacity regulation using supplemental heating
US20080104985A1 (en) 2006-11-03 2008-05-08 American Power Conversion Corporation Constant temperature CRAC control algorithm
JP5479112B2 (ja) 2007-01-24 2014-04-23 シュナイダー エレクトリック アイティー コーポレーション 装置ラックの冷却性能を評価するためのシステムおよび方法
JP5559040B2 (ja) 2007-05-15 2014-07-23 シュナイダー エレクトリック アイティー コーポレーション 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
US20090030554A1 (en) 2007-07-26 2009-01-29 Bean Jr John H Cooling control device and method
US8437881B2 (en) 2008-02-15 2013-05-07 The Pnc Financial Services Group, Inc. Systems and methods for computer equipment management
US7878007B2 (en) 2008-02-15 2011-02-01 International Business Machines Corporation Monitoring method and system for determining airflow rate through and heat removal rate of an air-conditioning unit
US7707880B2 (en) 2008-02-15 2010-05-04 International Business Machines Corporation Monitoring method and system for determining rack airflow rate and rack power consumption
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
US8473265B2 (en) 2008-10-27 2013-06-25 Schneider Electric It Corporation Method for designing raised floor and dropped ceiling in computing facilities
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
US9904331B2 (en) 2009-04-01 2018-02-27 Schneider Electric It Corporation Method for computing cooling redundancy at the rack level
US8219362B2 (en) 2009-05-08 2012-07-10 American Power Conversion Corporation System and method for arranging equipment in a data center
US8249825B2 (en) 2009-05-08 2012-08-21 American Power Conversion Corporation System and method for predicting cooling performance of arrangements of equipment in a data center
US8355890B2 (en) 2009-05-08 2013-01-15 American Power Conversion Corporation System and method for predicting maximum cooler and rack capacities in a data center
US8229713B2 (en) 2009-08-12 2012-07-24 International Business Machines Corporation Methods and techniques for creating and visualizing thermal zones
US8509959B2 (en) 2010-08-12 2013-08-13 Schneider Electric It Corporation System and method for predicting transient cooling performance for a data center
US8996180B2 (en) 2010-09-17 2015-03-31 Schneider Electric It Corporation System and method for predicting perforated tile airflow in a data center
US8825451B2 (en) 2010-12-16 2014-09-02 Schneider Electric It Corporation System and methods for rack cooling analysis
US8688413B2 (en) 2010-12-30 2014-04-01 Christopher M. Healey System and method for sequential placement of cooling resources within data center layouts
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
US8725307B2 (en) 2011-06-28 2014-05-13 Schneider Electric It Corporation System and method for measurement aided prediction of temperature and airflow values in a data center
US9183328B2 (en) 2011-10-26 2015-11-10 Engine Simulation Partners, Llc Method and apparatus for modeling interactions of the fluid with system boundaries in fluid dynamic systems
AU2011384046A1 (en) 2011-12-22 2014-07-17 Schneider Electric It Corporation Analysis of effect of transient events on temperature in a data center

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
"VEPZO-Velocity propagating zonal model for the estimation of the airflow pattern and temperature distribution in a confined space";Victor Norrefeldt等;《Building and Environment》;20120229;第48卷;第183-194页 *

Also Published As

Publication number Publication date
DK2915080T3 (en) 2018-07-02
US10157245B2 (en) 2018-12-18
US20140122033A1 (en) 2014-05-01
EP2915080B1 (en) 2018-04-11
WO2014070657A2 (en) 2014-05-08
WO2014070657A3 (en) 2014-10-30
EP2915080A2 (en) 2015-09-09
CN104871159A (zh) 2015-08-26
IN2015DN04035A (https=) 2015-10-02

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