SG11201506996YA - Data center intelligent control and optimization - Google Patents

Data center intelligent control and optimization

Info

Publication number
SG11201506996YA
SG11201506996YA SG11201506996YA SG11201506996YA SG11201506996YA SG 11201506996Y A SG11201506996Y A SG 11201506996YA SG 11201506996Y A SG11201506996Y A SG 11201506996YA SG 11201506996Y A SG11201506996Y A SG 11201506996YA SG 11201506996Y A SG11201506996Y A SG 11201506996YA
Authority
SG
Singapore
Prior art keywords
optimization
data center
intelligent control
center intelligent
control
Prior art date
Application number
SG11201506996YA
Inventor
George Slessman
William Slessman
Kevin Malik
Jeremy Steffensen
Kjell Holmgren
Original Assignee
Io Data Ct S Llc
George Slessman
William Slessman
Kevin Malik
Jeremy Steffensen
Kjell Holmgren
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Priority claimed from US13/788,834 external-priority patent/US9709965B2/en
Application filed by Io Data Ct S Llc, George Slessman, William Slessman, Kevin Malik, Jeremy Steffensen, Kjell Holmgren filed Critical Io Data Ct S Llc
Publication of SG11201506996YA publication Critical patent/SG11201506996YA/en

Links

Classifications

    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B13/00Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • HELECTRICITY
    • H05ELECTRIC TECHNIQUES NOT OTHERWISE PROVIDED FOR
    • H05KPRINTED CIRCUITS; CASINGS OR CONSTRUCTIONAL DETAILS OF ELECTRIC APPARATUS; MANUFACTURE OF ASSEMBLAGES OF ELECTRICAL COMPONENTS
    • H05K7/00Constructional details common to different types of electric apparatus
    • H05K7/14Mounting supporting structure in casing or on frame or rack
    • H05K7/1485Servers; Data center rooms, e.g. 19-inch computer racks
    • H05K7/1498Resource management, Optimisation arrangements, e.g. configuration, identification, tracking, physical location
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24FAIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00Control or safety arrangements
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D23/00Control of temperature
    • G05D23/19Control of temperature characterised by the use of electric means
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F1/00Details not covered by groups G06F3/00 - G06F13/00 and G06F21/00
    • G06F1/16Constructional details or arrangements
    • G06F1/20Cooling means
    • G06F1/206Cooling means comprising thermal management
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F1/00Details not covered by groups G06F3/00 - G06F13/00 and G06F21/00
    • G06F1/26Power supply means, e.g. regulation thereof
    • G06F1/32Means for saving power
    • G06F1/3203Power management, i.e. event-based initiation of a power-saving mode
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46Multiprogramming arrangements
    • G06F9/50Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5094Allocation of resources, e.g. of the central processing unit [CPU] where the allocation takes into account power or heat criteria
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/04Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • HELECTRICITY
    • H05ELECTRIC TECHNIQUES NOT OTHERWISE PROVIDED FOR
    • H05KPRINTED CIRCUITS; CASINGS OR CONSTRUCTIONAL DETAILS OF ELECTRIC APPARATUS; MANUFACTURE OF ASSEMBLAGES OF ELECTRICAL COMPONENTS
    • H05K7/00Constructional details common to different types of electric apparatus
    • H05K7/14Mounting supporting structure in casing or on frame or rack
    • H05K7/1485Servers; Data center rooms, e.g. 19-inch computer racks
    • H05K7/1488Cabinets therefor, e.g. chassis or racks or mechanical interfaces between blades and support structures
    • HELECTRICITY
    • H05ELECTRIC TECHNIQUES NOT OTHERWISE PROVIDED FOR
    • H05KPRINTED CIRCUITS; CASINGS OR CONSTRUCTIONAL DETAILS OF ELECTRIC APPARATUS; MANUFACTURE OF ASSEMBLAGES OF ELECTRICAL COMPONENTS
    • H05K7/00Constructional details common to different types of electric apparatus
    • H05K7/20Modifications to facilitate cooling, ventilating, or heating
    • H05K7/20709Modifications to facilitate cooling, ventilating, or heating for server racks or cabinets; for data centers, e.g. 19-inch computer racks
    • H05K7/20718Forced ventilation of a gaseous coolant
    • H05K7/20745Forced ventilation of a gaseous coolant within rooms for removing heat from cabinets, e.g. by air conditioning device
    • HELECTRICITY
    • H05ELECTRIC TECHNIQUES NOT OTHERWISE PROVIDED FOR
    • H05KPRINTED CIRCUITS; CASINGS OR CONSTRUCTIONAL DETAILS OF ELECTRIC APPARATUS; MANUFACTURE OF ASSEMBLAGES OF ELECTRICAL COMPONENTS
    • H05K7/00Constructional details common to different types of electric apparatus
    • H05K7/20Modifications to facilitate cooling, ventilating, or heating
    • H05K7/20709Modifications to facilitate cooling, ventilating, or heating for server racks or cabinets; for data centers, e.g. 19-inch computer racks
    • H05K7/20836Thermal management, e.g. server temperature control
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02DCLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D10/00Energy efficient computing, e.g. low power processors, power management or thermal management

Landscapes

  • Engineering & Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Business, Economics & Management (AREA)
  • Microelectronics & Electronic Packaging (AREA)
  • Computer Hardware Design (AREA)
  • Economics (AREA)
  • Human Resources & Organizations (AREA)
  • Strategic Management (AREA)
  • Software Systems (AREA)
  • Thermal Sciences (AREA)
  • Automation & Control Theory (AREA)
  • Tourism & Hospitality (AREA)
  • Game Theory and Decision Science (AREA)
  • Operations Research (AREA)
  • General Business, Economics & Management (AREA)
  • Marketing (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Quality & Reliability (AREA)
  • Development Economics (AREA)
  • Chemical & Material Sciences (AREA)
  • Combustion & Propulsion (AREA)
  • Mechanical Engineering (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • Health & Medical Sciences (AREA)
  • Human Computer Interaction (AREA)
  • Air Conditioning Control Device (AREA)
  • Selective Calling Equipment (AREA)
SG11201506996YA 2013-03-07 2014-02-12 Data center intelligent control and optimization SG11201506996YA (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US13/788,834 US9709965B2 (en) 2008-12-04 2013-03-07 Data center intelligent control and optimization
US13/791,930 US9448544B2 (en) 2008-12-04 2013-03-09 Data center intelligent control and optimization
PCT/US2014/015976 WO2014137559A1 (en) 2013-03-07 2014-02-12 Data center intelligent control and optimization

Publications (1)

Publication Number Publication Date
SG11201506996YA true SG11201506996YA (en) 2015-10-29

Family

ID=51491766

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11201506996YA SG11201506996YA (en) 2013-03-07 2014-02-12 Data center intelligent control and optimization

Country Status (5)

Country Link
US (1) US20190235449A1 (en)
EP (1) EP2965598A1 (en)
CN (2) CN105900540B (en)
SG (1) SG11201506996YA (en)
WO (1) WO2014137559A1 (en)

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CN104833029A (en) * 2015-05-26 2015-08-12 长沙麦融高科股份有限公司 Data center water-cooling heat pipe cooling system and method
CN106211721B (en) * 2016-08-30 2019-05-24 北京思博康科技有限公司 A kind of flow-optimized system of cabinet intelligent gas and the data center based on the system
CN107871511A (en) * 2016-09-23 2018-04-03 伊姆西Ip控股有限责任公司 Manage the method and storage device of storage device
CN106856508A (en) * 2017-02-08 2017-06-16 北京百度网讯科技有限公司 The cloud monitoring method and cloud platform of data center
CN107645411B (en) * 2017-09-08 2020-09-29 北京百悟科技有限公司 Channel flow allocation method and device based on linear programming
US10772241B2 (en) * 2018-04-23 2020-09-08 Dell Products, L.P. Closed-loop supplemental heater system in an air handler system of outside air cooled data center
CN108809973B (en) * 2018-06-05 2020-09-11 上海垣安环保科技有限公司 Active alarm network security system for industrial network
NL2022808B1 (en) * 2019-03-25 2020-10-02 Prodrive Tech Bv Equipment cabinet with rack and close-coupled cooling system
EP3977832A4 (en) 2019-04-14 2023-07-26 Jetcool Technologies, Inc. Direct contact fluid based cooling module
US10999954B2 (en) * 2019-04-23 2021-05-04 Vertiv Corporation Modular roof mounted cooling system and method for data center
CN110188490B (en) * 2019-06-03 2021-03-23 珠海格力电器股份有限公司 Method and device for improving data simulation efficiency, storage medium and electronic device
EP3800551A1 (en) * 2019-10-02 2021-04-07 ABB Schweiz AG Remote monitoring
GB201919009D0 (en) * 2019-12-20 2020-02-05 Eaton Intelligent Power Ltd Power management of computing system
CN111147567A (en) * 2019-12-23 2020-05-12 ***股份有限公司 Service calling method, device, equipment and medium
US11602082B2 (en) * 2020-01-15 2023-03-07 Dell Products, L.P. Data center that regulates air pressure within an interior compartment
US11115497B2 (en) * 2020-03-25 2021-09-07 Intel Corporation Technologies for providing advanced resource management in a disaggregated environment
US10942195B1 (en) * 2020-07-24 2021-03-09 Core Scientific, Inc. Measuring airflow for computing devices
WO2022060898A1 (en) 2020-09-15 2022-03-24 Jetcool Technologies Inc. High temperature electronic device thermal management system
CN112486125A (en) * 2020-12-02 2021-03-12 中国电力科学研究院有限公司 Data center integrated intelligent management and control method and platform
US11853936B2 (en) * 2021-06-14 2023-12-26 Kyndryl, Inc. Minimizing the environmental impact of workloads
US12048118B2 (en) 2021-08-13 2024-07-23 Jetcool Technologies Inc. Flow-through, hot-spot-targeting immersion cooling assembly
TW202407925A (en) 2022-03-04 2024-02-16 美商捷控技術有限公司 Actively cooled heat-dissipation lids for computer processors and processor assemblies
CN115883331B (en) * 2023-02-21 2023-05-30 中国市政工程西南设计研究总院有限公司 Communication equipment fault monitoring system for design unit

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US8185618B2 (en) * 2006-06-06 2012-05-22 Cisco Technology, Inc. Dynamically responding to non-network events at a network device in a computer network
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US20090164811A1 (en) * 2007-12-21 2009-06-25 Ratnesh Sharma Methods For Analyzing Environmental Data In An Infrastructure
CN102077032B (en) * 2008-06-30 2013-06-19 惠普发展公司,有限责任合伙企业 System and method for cooling medium distribution over a network of passages
US8924026B2 (en) * 2010-08-20 2014-12-30 Vigilent Corporation Energy-optimal control decisions for systems
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Also Published As

Publication number Publication date
EP2965598A1 (en) 2016-01-13
CN109582109A (en) 2019-04-05
CN105900540A (en) 2016-08-24
CN105900540B (en) 2018-12-07
WO2014137559A1 (en) 2014-09-12
US20190235449A1 (en) 2019-08-01

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