DK2537071T3 - SYSTEM AND PROCEDURE BASED ON A MODEL THAT MAKES ESTIMATE PARAMETERS AND CONDITIONS IN TEMPERATURE CONTROLLED ROOMS - Google Patents

SYSTEM AND PROCEDURE BASED ON A MODEL THAT MAKES ESTIMATE PARAMETERS AND CONDITIONS IN TEMPERATURE CONTROLLED ROOMS Download PDF

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Publication number
DK2537071T3
DK2537071T3 DK11704901.5T DK11704901T DK2537071T3 DK 2537071 T3 DK2537071 T3 DK 2537071T3 DK 11704901 T DK11704901 T DK 11704901T DK 2537071 T3 DK2537071 T3 DK 2537071T3
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DK
Denmark
Prior art keywords
temperature
cold room
unknown
cold
parameter
Prior art date
Application number
DK11704901.5T
Other languages
Danish (da)
English (en)
Inventor
Zheng O'neill
Satish Narayanan
Mathias Diebold
Andrzej Banaszuk
Original Assignee
Carrier Corp
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
Application filed by Carrier Corp filed Critical Carrier Corp
Application granted granted Critical
Publication of DK2537071T3 publication Critical patent/DK2537071T3/en

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Classifications

    • 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
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00—Control or safety arrangements
    • F24F11/30—Control or safety arrangements for purposes related to the operation of the system, e.g. for safety or monitoring
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00—Control or safety arrangements
    • F24F11/30—Control or safety arrangements for purposes related to the operation of the system, e.g. for safety or monitoring
    • F24F11/32—Responding to malfunctions or emergencies
    • F24F11/38—Failure diagnosis
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00—Control or safety arrangements
    • F24F11/30—Control or safety arrangements for purposes related to the operation of the system, e.g. for safety or monitoring
    • F24F11/46—Improving electric energy efficiency or saving
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00—Control or safety arrangements
    • F24F11/62—Control or safety arrangements characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00—Control or safety arrangements
    • F24F11/62—Control or safety arrangements characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values
    • F24F11/63—Electronic processing
    • F24F11/64—Electronic processing using pre-stored data
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B17/00—Systems involving the use of models or simulators of said systems
    • G05B17/02—Systems involving the use of models or simulators of said systems electric
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00—Control or safety arrangements
    • F24F11/30—Control or safety arrangements for purposes related to the operation of the system, e.g. for safety or monitoring
    • F24F11/41—Defrosting; Preventing freezing
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00—Control or safety arrangements
    • F24F11/62—Control or safety arrangements characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values
    • F24F11/63—Electronic processing
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F2110/00—Control inputs relating to air properties
    • F24F2110/10—Temperature
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F2140/00—Control inputs relating to system states
    • F24F2140/50—Load

Landscapes

  • Engineering & Computer Science (AREA)
  • Chemical & Material Sciences (AREA)
  • Combustion & Propulsion (AREA)
  • Mechanical Engineering (AREA)
  • General Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Signal Processing (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Fuzzy Systems (AREA)
  • Mathematical Physics (AREA)
  • Biomedical Technology (AREA)
  • Health & Medical Sciences (AREA)
  • Air Conditioning Control Device (AREA)
  • Devices That Are Associated With Refrigeration Equipment (AREA)
DK11704901.5T 2010-02-15 2011-02-15 SYSTEM AND PROCEDURE BASED ON A MODEL THAT MAKES ESTIMATE PARAMETERS AND CONDITIONS IN TEMPERATURE CONTROLLED ROOMS DK2537071T3 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US30461310P 2010-02-15 2010-02-15
PCT/US2011/024847 WO2011100736A2 (en) 2010-02-15 2011-02-15 Model based system and method for estimating parameters and states in temperature controlled spaces

Publications (1)

Publication Number Publication Date
DK2537071T3 true DK2537071T3 (en) 2018-06-25

Family

ID=44147541

Family Applications (1)

Application Number Title Priority Date Filing Date
DK11704901.5T DK2537071T3 (en) 2010-02-15 2011-02-15 SYSTEM AND PROCEDURE BASED ON A MODEL THAT MAKES ESTIMATE PARAMETERS AND CONDITIONS IN TEMPERATURE CONTROLLED ROOMS

Country Status (7)

Country Link
US (1) US9037302B2 (enExample)
EP (1) EP2537071B1 (enExample)
CN (1) CN102934036B (enExample)
DK (1) DK2537071T3 (enExample)
ES (1) ES2672222T3 (enExample)
NO (1) NO2537071T3 (enExample)
WO (1) WO2011100736A2 (enExample)

Families Citing this family (47)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9159042B2 (en) 2009-10-23 2015-10-13 Viridity Energy, Inc. Facilitating revenue generation from data shifting by data centers
US8457802B1 (en) 2009-10-23 2013-06-04 Viridity Energy, Inc. System and method for energy management
US8892264B2 (en) 2009-10-23 2014-11-18 Viridity Energy, Inc. Methods, apparatus and systems for managing energy assets
US9367825B2 (en) 2009-10-23 2016-06-14 Viridity Energy, Inc. Facilitating revenue generation from wholesale electricity markets based on a self-tuning energy asset model
US9159108B2 (en) 2009-10-23 2015-10-13 Viridity Energy, Inc. Facilitating revenue generation from wholesale electricity markets
JP5093378B2 (ja) * 2011-05-12 2012-12-12 ダイキン工業株式会社 換気システム
EP2590045A1 (en) * 2011-11-03 2013-05-08 Danfoss A/S A method for setting parameters in a system, in particular a heating or cooling system, device to change parameters, and heating or cooling system
US9690312B2 (en) * 2012-05-04 2017-06-27 Viridity Energy, Inc. Facilitating revenue generation from wholesale electricity markets using an engineering-based energy asset model
GB201208519D0 (en) 2012-05-15 2012-06-27 Passivsystems Ltd Predictive temperature management system controller
US9568204B2 (en) * 2013-01-31 2017-02-14 Johnson Controls Technology Company Systems and methods for rapid disturbance detection and response
US9852481B1 (en) * 2013-03-13 2017-12-26 Johnson Controls Technology Company Systems and methods for cascaded model predictive control
US9436179B1 (en) 2013-03-13 2016-09-06 Johnson Controls Technology Company Systems and methods for energy cost optimization in a building system
US9235657B1 (en) * 2013-03-13 2016-01-12 Johnson Controls Technology Company System identification and model development
US9595070B2 (en) 2013-03-15 2017-03-14 Google Inc. Systems, apparatus and methods for managing demand-response programs and events
US9810442B2 (en) 2013-03-15 2017-11-07 Google Inc. Controlling an HVAC system in association with a demand-response event with an intelligent network-connected thermostat
US9807099B2 (en) 2013-03-15 2017-10-31 Google Inc. Utility portals for managing demand-response events
CN105283817B (zh) * 2013-04-19 2019-03-15 谷歌有限责任公司 在需求响应事件期间控制hvac系统
US9171276B2 (en) 2013-05-06 2015-10-27 Viridity Energy, Inc. Facilitating revenue generation from wholesale electricity markets using an engineering-based model
US9098876B2 (en) 2013-05-06 2015-08-04 Viridity Energy, Inc. Facilitating revenue generation from wholesale electricity markets based on a self-tuning energy asset model
DE102013106806A1 (de) * 2013-06-28 2014-12-31 Berlinovo Immobilien Gesellschaft mbH Verfahren zur regelung des klimas in einem gebäude mittels zumindest einer haus- oder verfahrenstechnischen anlage
KR102189649B1 (ko) * 2013-07-25 2020-12-11 비엘 테크놀러지스 인크. 냉각탑 시스템의 동적 모니터링, 진단 및 제어
GB2520293B (en) * 2013-11-14 2018-02-07 Passivsystems Ltd Improvements in and relating to temperature controlled systems
DE102014007786A1 (de) 2014-05-23 2015-11-26 SIKA Dr. Siebert & Kühn GmbH & Co. KG Verfahren und Vorrichtung zur Regelung der Temperatur des Kalibriervolumens einer Einrichtung zum vergleichenden Kalibrieren von Temperatursensoren
US10126009B2 (en) 2014-06-20 2018-11-13 Honeywell International Inc. HVAC zoning devices, systems, and methods
US10871756B2 (en) * 2014-08-26 2020-12-22 Johnson Solid State, Llc Temperature control system and methods for operating same
WO2016064942A1 (en) 2014-10-22 2016-04-28 Carrier Corporation Scalable cyber-physical structure management
US20170314800A1 (en) * 2014-11-12 2017-11-02 Carrier Corporation Automated functional tests for diagnostics and control
US10332026B2 (en) 2014-11-26 2019-06-25 International Business Machines Corporation Building thermal control techniques
CN104809333B (zh) * 2015-04-03 2017-08-29 百度在线网络技术（北京）有限公司 基于Kalman滤波器的容量预测方法和系统
US10151506B2 (en) 2015-07-02 2018-12-11 Pacecontrols, Llc Method, controllers, and systems for energy control and savings estimation of duty cycled HVAC and R equipment
CN105184094B (zh) * 2015-09-23 2018-06-19 华南理工大学建筑设计研究院 一种建筑物周边气温预测方法
CN106709226A (zh) * 2015-11-12 2017-05-24 中国石油化工股份有限公司 随机函数预处理最小二乘后处理分布遗传集总动力学方法
CN106709227A (zh) * 2015-11-12 2017-05-24 中国石油化工股份有限公司 随机种子数预处理单纯型后处理分布遗传集总动力学方法
US9978114B2 (en) 2015-12-31 2018-05-22 General Electric Company Systems and methods for optimizing graphics processing for rapid large data visualization
JP6562893B2 (ja) * 2016-11-17 2019-08-21 株式会社東芝 パラメータ推定装置、空調システム評価装置、パラメータ推定方法およびプログラム
US10619879B2 (en) 2018-03-21 2020-04-14 Mitsubishi Electric Research Laboratories, Inc. System and method for controlling operations of air-conditioning system
US12097751B2 (en) * 2018-12-31 2024-09-24 Thermo King Llc Methods and systems for providing predictive energy consumption feedback for powering a transport climate control system
US11210591B2 (en) * 2019-01-04 2021-12-28 Johnson Controls Tyco IP Holdings LLP Building control system with automated Kalman filter parameter initiation and system identification
CN110285532B (zh) * 2019-07-04 2021-07-30 中国工商银行股份有限公司 基于人工智能的机房空调控制方法、装置及系统
CN110567132B (zh) * 2019-09-29 2021-01-08 珠海格力电器股份有限公司 区域控制方法、装置、系统及空调系统
CN110925974B (zh) * 2019-12-09 2021-08-03 广东美的暖通设备有限公司 空调器及其输出参数的控制方法和控制装置
US11359950B2 (en) 2019-12-10 2022-06-14 Johnson Controls Tyco IP Holdings LLP Reduced length valve assembly with ultrasonic flow sensor
US11639804B2 (en) 2019-12-13 2023-05-02 Trane International Inc. Automated testing of HVAC devices
CN115190988A (zh) * 2020-04-06 2022-10-14 南洋理工大学 用于控制空调系统的方法及控制系统
US12392519B1 (en) 2020-09-17 2025-08-19 Trane International Inc. Model-based ambient temperature estimation for control of an HVAC system
US11644212B2 (en) * 2020-11-12 2023-05-09 International Business Machines Corporation Monitoring and optimizing HVAC system
US12366395B2 (en) 2022-06-03 2025-07-22 Mitsubishi Electric Research Laboratories, Inc. System and method for monitoring an operation of a vapor compression cycle

Family Cites Families (21)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4649711A (en) 1985-09-03 1987-03-17 Carrier Corporation Apparatus and method for infrared optical electronic qualitative analysis of a fluid independent of the temperature thereof
US4829779A (en) * 1987-12-15 1989-05-16 Hussmann Corporation Interface adapter for interfacing a remote controller with commercial refrigeration and environmental control systems
JP4461550B2 (ja) * 2000-02-16 2010-05-12 ダイキン工業株式会社 空調負荷予測方法およびその装置
US6892546B2 (en) * 2001-05-03 2005-05-17 Emerson Retail Services, Inc. System for remote refrigeration monitoring and diagnostics
US6981385B2 (en) 2001-08-22 2006-01-03 Delaware Capital Formation, Inc. Refrigeration system
US6863222B2 (en) * 2002-09-04 2005-03-08 Statrak Llc System and method for freight refrigeration power control
KR20040064452A (ko) * 2003-01-13 2004-07-19 엘지전자 주식회사 냉난방 동시형 멀티공기조화기의 운전방법
CA2419647A1 (en) * 2003-02-21 2004-08-21 Jean-Pierre Gingras Walk-in cooler control and monitoring system
US7775452B2 (en) * 2004-01-07 2010-08-17 Carrier Corporation Serial communicating HVAC system
US20060026975A1 (en) 2004-02-11 2006-02-09 John Bunch Wireless system for preventing condensation on refrigerator doors and frames
US7152415B2 (en) 2004-03-18 2006-12-26 Carrier Commercial Refrigeration, Inc. Refrigerated compartment with controller to place refrigeration system in sleep-mode
US7905100B2 (en) * 2004-12-16 2011-03-15 Danfoss A/S Method for controlling temperature in a refrigeration system
US7881889B2 (en) * 2005-12-21 2011-02-01 Barclay Kenneth B Method and apparatus for determining energy savings by using a baseline energy use model that incorporates an artificial intelligence algorithm
US9261299B2 (en) 2006-09-22 2016-02-16 Siemens Industry, Inc. Distributed microsystems-based control method and apparatus for commercial refrigeration
EP2079970A1 (en) 2006-10-31 2009-07-22 Carrier Corporation Detection of refrigerant release in co2 refrigerant systems
US20080148751A1 (en) * 2006-12-12 2008-06-26 Timothy Dean Swofford Method of controlling multiple refrigeration devices
EP2012069A1 (en) * 2007-06-04 2009-01-07 RHOSS S.p.A. Method for regulating the delivery temperature of a service fluid in output from a refrigerating machine
US8393169B2 (en) * 2007-09-19 2013-03-12 Emerson Climate Technologies, Inc. Refrigeration monitoring system and method
JP2009139028A (ja) 2007-12-07 2009-06-25 Sanyo Electric Co Ltd 制御装置および制御装置の制御方法
JP2009210161A (ja) * 2008-02-29 2009-09-17 Sanyo Electric Co Ltd 機器制御システム、制御装置及び制御プログラム
US20130245847A1 (en) * 2009-10-23 2013-09-19 Alain P. Steven Facilitating revenue generation from wholesale electricity markets using an enineering-based energy asset model

Also Published As

Publication number Publication date
EP2537071B1 (en) 2018-05-23
EP2537071A2 (en) 2012-12-26
CN102934036A (zh) 2013-02-13
US20120330465A1 (en) 2012-12-27
WO2011100736A2 (en) 2011-08-18
NO2537071T3 (enExample) 2018-10-20
WO2011100736A3 (en) 2011-11-17
US9037302B2 (en) 2015-05-19
ES2672222T3 (es) 2018-06-13
CN102934036B (zh) 2016-04-27

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