CN102625926B - 用于高效地协调数据中心制冷单元的方法和设备 - Google Patents

用于高效地协调数据中心制冷单元的方法和设备 Download PDF

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Publication number
CN102625926B
CN102625926B CN201080047608.XA CN201080047608A CN102625926B CN 102625926 B CN102625926 B CN 102625926B CN 201080047608 A CN201080047608 A CN 201080047608A CN 102625926 B CN102625926 B CN 102625926B
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China
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environment
module
sensor
indx
change
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Expired - Fee Related
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CN201080047608.XA
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English (en)
Chinese (zh)
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CN102625926A (zh
Inventor
克利福德·C·费泽斯皮尔
库尔特·费泽斯皮尔
杰里·金
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Federspiel Corp
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Federspiel Corp
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    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D23/00—Control of temperature
    • G05D23/19—Control of temperature characterised by the use of electric means
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D22/00—Control of humidity
    • G05D22/02—Control of humidity characterised by the use of electric means
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D23/00—Control of temperature
    • G05D23/19—Control of temperature characterised by the use of electric means
    • G05D23/1927—Control of temperature characterised by the use of electric means using a plurality of sensors
    • G05D23/1928—Control of temperature characterised by the use of electric means using a plurality of sensors sensing the temperature of one space
    • 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
    • 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
    • H05K7/20836—Thermal management, e.g. server temperature control

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Computer Hardware Design (AREA)
  • General Engineering & Computer Science (AREA)
  • Thermal Sciences (AREA)
  • Microelectronics & Electronic Packaging (AREA)
  • Air Conditioning Control Device (AREA)
  • Cooling Or The Like Of Electrical Apparatus (AREA)
CN201080047608.XA 2009-08-21 2010-08-20 用于高效地协调数据中心制冷单元的方法和设备 Expired - Fee Related CN102625926B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US23575909P 2009-08-21 2009-08-21
US61/235,759 2009-08-21
PCT/US2010/046228 WO2011022696A1 (en) 2009-08-21 2010-08-20 Method and apparatus for efficiently coordinating data center cooling units

Publications (2)

Publication Number Publication Date
CN102625926A CN102625926A (zh) 2012-08-01
CN102625926B true CN102625926B (zh) 2015-01-07

Family

ID=43607352

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CN201080047608.XA Expired - Fee Related CN102625926B (zh) 2009-08-21 2010-08-20 用于高效地协调数据中心制冷单元的方法和设备

Country Status (8)

Country Link
US (2) US8634962B2 (https=)
EP (1) EP2467763B1 (https=)
JP (1) JP5820375B2 (https=)
KR (1) KR20120089654A (https=)
CN (1) CN102625926B (https=)
CA (1) CA2771638A1 (https=)
SG (1) SG178497A1 (https=)
WO (1) WO2011022696A1 (https=)

Families Citing this family (35)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20130098346A (ko) 2010-08-20 2013-09-04 비질런트 코포레이션 Ｈｖａｃ 시스템을 위한 에너지 최적화 제어 결정
US8234411B2 (en) * 2010-09-02 2012-07-31 Comcast Cable Communications, Llc Providing enhanced content
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
US8959941B2 (en) 2011-07-21 2015-02-24 International Business Machines Corporation Data center cooling with an air-side economizer and liquid-cooled electronics rack(s)
US8955347B2 (en) * 2011-07-21 2015-02-17 International Business Machines Corporation Air-side economizer facilitating liquid-based cooling of an electronics rack
WO2013090146A1 (en) 2011-12-12 2013-06-20 Vigilent Corporation Controlling air temperatures of hvac units
US20140052429A1 (en) * 2012-08-20 2014-02-20 International Business Machines Corporation Proactive data center cooling
KR101412384B1 (ko) * 2013-04-08 2014-06-27 (주)타쿠미스피리트 선행진단방법을 도입한 항온 항습 시스템의 최적관리시스템
WO2014182934A1 (en) * 2013-05-08 2014-11-13 Vigilent Corporation Influence learning in an environmentally managed system
JP6179196B2 (ja) * 2013-05-31 2017-08-16 富士通株式会社 データセンター
US9851726B2 (en) * 2013-09-04 2017-12-26 Panduit Corp. Thermal capacity management
CN106105169B (zh) * 2013-12-17 2020-03-31 贝利莫控股公司 移动通信装置和用于管理多个致动器的操作的方法
US9883009B2 (en) * 2013-12-27 2018-01-30 International Business Machines Corporation Automatic computer room air conditioning control method
US9578787B2 (en) 2014-03-05 2017-02-21 Dell Products L.P. Temperature trend controlled cooling system
WO2015171650A1 (en) * 2014-05-05 2015-11-12 Vigilent Corporation Operational performance-weighted redundancy for environmental control systems
WO2015171624A1 (en) 2014-05-05 2015-11-12 Vigilent Corporation Point-based risk score for managing environmental systems
WO2015190493A1 (ja) * 2014-06-09 2015-12-17 京セラ株式会社 制御装置、制御システム及び制御方法
US10126009B2 (en) 2014-06-20 2018-11-13 Honeywell International Inc. HVAC zoning devices, systems, and methods
CN104503403B (zh) * 2014-12-12 2017-05-31 北京百度网讯科技有限公司 制冷系统运行能效的管理系统及方法
US10034417B2 (en) 2015-02-09 2018-07-24 Schneider Electric It Corporation System and methods for simulation-based optimization of data center cooling equipment
US9970674B2 (en) 2015-04-29 2018-05-15 International Business Machines Corporation Automated, adaptive ventilation for a data center
CN105094027B (zh) * 2015-07-03 2016-05-25 广州市庆瑞电子科技有限公司 一种环境物理参数控制方法
CN106468940B (zh) * 2015-08-20 2021-01-08 鸿富锦精密电子(天津)有限公司 服务器散热系统
US10042340B2 (en) * 2016-01-06 2018-08-07 Johnson Controls Technology Company Systems and methods for extending the battery life of a wireless sensor in a building control system
US10248091B2 (en) 2016-06-09 2019-04-02 At&T Intellectual Property I, L.P. Method and apparatus for providing equipment maintenance via a network
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
DE102017205033B4 (de) * 2017-03-24 2024-02-08 Viessmann Werke Gmbh & Co. Kg Verfahren und System zum internetgestützten Optimieren von Parametern einer Heizungsregelung
TWI648610B (zh) * 2017-11-09 2019-01-21 向暘科技股份有限公司 小型送風機溫度調節的控制方法
CN110139531B (zh) 2018-02-02 2021-03-05 阿里巴巴集团控股有限公司 适用于冷却设备的导流系统及冷却系统
CN109213098B (zh) * 2018-08-29 2021-11-26 西门子电力自动化有限公司 调整运行参数的方法、装置、电子设备和计算机可读介质
US10914487B2 (en) 2018-10-29 2021-02-09 Johnson Controls Technology Company Low load mode of HVAC system
US11751360B2 (en) * 2020-03-17 2023-09-05 International Business Machines Corporation Intelligently deployed cooling fins
US11442516B1 (en) * 2021-03-18 2022-09-13 Baidu Usa Llc Data center control hierarchy for neural networks integration
US20250338458A1 (en) * 2024-04-29 2025-10-30 Vertiv Corporation Location-aware climate control
WO2026023517A1 (ja) * 2024-07-25 2026-01-29 株式会社堀場アドバンスドテクノ 測定器、測定器の制御方法、およびプログラム

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1662776A (zh) * 2002-04-17 2005-08-31 惠普开发有限公司 建筑物内的大气控制
CN1722040A (zh) * 2004-06-15 2006-01-18 惠尔普尔公司 控制生存空间中的环境状况的系统

Family Cites Families (39)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH04270854A (ja) 1991-02-26 1992-09-28 Hitachi Ltd 空気調和機の制御方法
US5170935A (en) 1991-11-27 1992-12-15 Massachusetts Institute Of Technology Adaptable control of HVAC systems
JPH06323595A (ja) 1993-05-12 1994-11-25 Daikin Ind Ltd 空気調和装置の運転制御装置
US5464369A (en) * 1994-02-25 1995-11-07 Johnson Service Company Method and apparatus for estimating the rate at which a gas is generated within an enclosed space
JPH0876806A (ja) * 1994-08-31 1996-03-22 Yamatake Honeywell Co Ltd 空調システムのモデリング方法及びモデリング装置
US5768121A (en) * 1995-05-24 1998-06-16 Johnson Service Company Adaptive flow controller for use with a flow control system
US5875109A (en) * 1995-05-24 1999-02-23 Johnson Service Company Adaptive flow controller for use with a flow control system
US5920478A (en) 1997-06-27 1999-07-06 Oakleaf Engineering, Inc. Multi-input multi-output generic non-interacting controller
US6101459A (en) * 1997-08-15 2000-08-08 Compaq Computer Corporation System and associated method for cooling components within a computer system
US5862982A (en) * 1997-09-24 1999-01-26 Johnson Service Company Optimal ventilation control strategy
US6470230B1 (en) * 2000-01-04 2002-10-22 Advanced Micro Devices, Inc. Supervisory method for determining optimal process targets based on product performance in microelectronic fabrication
AU2001250060A1 (en) * 2000-04-04 2001-10-15 Clifford C. Federspiel Pressure based flow rate measurement device integrated with blades of a damper
US7097111B2 (en) 2000-07-21 2006-08-29 Gun Valley Temperature Controls Llc Environmental control system and method for storage buildings
US6719625B2 (en) * 2001-09-26 2004-04-13 Clifford Conrad Federspiel Method and apparatus for controlling variable air volume supply fans in heating, ventilating, and air-conditioning systems
US6574104B2 (en) * 2001-10-05 2003-06-03 Hewlett-Packard Development Company L.P. Smart cooling of data centers
US6402043B1 (en) 2001-10-18 2002-06-11 John F. Cockerill Method for controlling HVAC units
US7089087B2 (en) 2002-05-17 2006-08-08 Carrier Corporation Limited access comfort control
US6865449B2 (en) 2002-05-17 2005-03-08 Carrier Corporation Location adjusted HVAC control
US6775997B2 (en) * 2002-10-03 2004-08-17 Hewlett-Packard Development Company, L.P. Cooling of data centers
US7664573B2 (en) 2003-09-26 2010-02-16 Siemens Industry, Inc. Integrated building environment data system
US7194337B2 (en) 2003-10-31 2007-03-20 Hewlett-Packard Development Company, Lp Agent-based operation of a robotic device
US8019477B2 (en) * 2004-05-26 2011-09-13 Hewlett-Packard Development Company, L.P. Energy efficient CRAC unit operation
JP4294560B2 (ja) * 2004-08-26 2009-07-15 株式会社Ｎｔｔファシリティーズ 空調機監視システム、および空調機監視方法
US7447920B2 (en) * 2004-08-31 2008-11-04 Hewlett-Packard Development Company, L.P. Workload placement based on thermal considerations
US7839275B2 (en) 2004-11-09 2010-11-23 Truveon Corp. Methods, systems and computer program products for controlling a climate in a building
US7058477B1 (en) 2004-11-23 2006-06-06 Howard Rosen Thermostat system with remote data averaging
US20060116067A1 (en) * 2004-12-01 2006-06-01 Federspiel Clifford C Method and apparatus for determining critical pressure of variable air volume heating, ventilating, and air-conditioning systems
US8147302B2 (en) 2005-03-10 2012-04-03 Aircuity, Inc. Multipoint air sampling system having common sensors to provide blended air quality parameter information for monitoring and building control
US7117129B1 (en) * 2005-03-11 2006-10-03 Hewlett-Packard Development Company, L.P. Commissioning of sensors
US7726144B2 (en) * 2005-10-25 2010-06-01 Hewlett-Packard Development Company, L.P. Thermal management using stored field replaceable unit thermal information
US7363094B2 (en) 2006-01-09 2008-04-22 General Electric Company Multivariable controller design method for multiple input/outputs systems with multiple input/output constraints
JP2007300037A (ja) * 2006-05-08 2007-11-15 Bit-Isle Inc ラックおよび空調制御システム
US7847681B2 (en) 2007-03-23 2010-12-07 Johnson Controls Technology Company Building automation systems and methods
US8491702B2 (en) 2007-12-21 2013-07-23 Hewlett-Packard Development Company, L.P. Moisture content control system
JP4353301B2 (ja) * 2008-02-06 2009-10-28 ダイキン工業株式会社 空調制御の仲介装置、空調制御システム、空調制御方法および空調制御プログラム
US20090199580A1 (en) 2008-02-08 2009-08-13 Coolit Systems Inc. Air conditioning system control
US20100025483A1 (en) * 2008-07-31 2010-02-04 Michael Hoeynck Sensor-Based Occupancy and Behavior Prediction Method for Intelligently Controlling Energy Consumption Within a Building
US8374731B1 (en) * 2008-12-24 2013-02-12 Emc Corporation Cooling system
US20110161059A1 (en) 2009-12-30 2011-06-30 Ankur Jain Method for Constructing a Gray-Box Model of a System Using Subspace System Identification

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1662776A (zh) * 2002-04-17 2005-08-31 惠普开发有限公司 建筑物内的大气控制
CN1722040A (zh) * 2004-06-15 2006-01-18 惠尔普尔公司 控制生存空间中的环境状况的系统

Also Published As

Publication number Publication date
US8634962B2 (en) 2014-01-21
EP2467763B1 (en) 2020-03-18
JP2013502659A (ja) 2013-01-24
SG178497A1 (en) 2012-03-29
EP2467763A4 (en) 2017-04-19
US20140121843A1 (en) 2014-05-01
JP5820375B2 (ja) 2015-11-24
US9317045B2 (en) 2016-04-19
KR20120089654A (ko) 2012-08-13
US20110203785A1 (en) 2011-08-25
WO2011022696A1 (en) 2011-02-24
CA2771638A1 (en) 2011-02-24
CN102625926A (zh) 2012-08-01
EP2467763A1 (en) 2012-06-27

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