JP6433588B2 - 空調システム並びに空調システムの動作を制御するためのシステム及び方法 - Google Patents

空調システム並びに空調システムの動作を制御するためのシステム及び方法 Download PDF

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JP6433588B2
JP6433588B2 JP2017520563A JP2017520563A JP6433588B2 JP 6433588 B2 JP6433588 B2 JP 6433588B2 JP 2017520563 A JP2017520563 A JP 2017520563A JP 2017520563 A JP2017520563 A JP 2017520563A JP 6433588 B2 JP6433588 B2 JP 6433588B2
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Prior art keywords
model
airflow
air conditioning
conditioning system
error
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Japanese (ja)
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JP2017531155A5 (https=
JP2017531155A (ja
Inventor
ベノスマン、ムハシーン
ボウフォウノス、ペトロス
クレイマー、ボリス
グローヴァー、ピユシュ
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Mitsubishi Electric Corp
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Mitsubishi Electric Corp
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    • 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
    • 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
    • F24F11/30—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
    • F24F11/46—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
    • F24F11/70—Control systems characterised by their outputs; Constructional details thereof
    • 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
    • F24F11/70—Control systems characterised by their outputs; Constructional details thereof
    • F24F11/72—Control systems characterised by their outputs; Constructional details thereof for controlling the supply of treated air, e.g. its pressure
    • F24F11/79—Control systems characterised by their outputs; Constructional details thereof for controlling the supply of treated air, e.g. its pressure for controlling the direction of the supplied air
    • 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
    • F24F11/70—Control systems characterised by their outputs; Constructional details thereof
    • F24F11/80—Control systems characterised by their outputs; Constructional details thereof for controlling the temperature of the supplied air
    • F24F11/83—Control systems characterised by their outputs; Constructional details thereof for controlling the temperature of the supplied air by controlling the supply of heat-exchange fluids to heat-exchangers
    • F24F11/84—Control systems characterised by their outputs; Constructional details thereof for controlling the temperature of the supplied air by controlling the supply of heat-exchange fluids to heat-exchangers using valves
    • 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
    • F24F11/70—Control systems characterised by their outputs; Constructional details thereof
    • F24F11/80—Control systems characterised by their outputs; Constructional details thereof for controlling the temperature of the supplied air
    • F24F11/86—Control systems characterised by their outputs; Constructional details thereof for controlling the temperature of the supplied air by controlling compressors within refrigeration or heat pump circuits
    • 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
    • G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • G05B13/04—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators
    • 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
    • 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
    • G05D23/1917—Control of temperature characterised by the use of electric means using digital 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
    • F24F11/62—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
    • F24F11/65—Electronic processing for selecting an operating mode
    • 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
    • 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
    • F24F2140/60—Energy consumption

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)
  • Mathematical Physics (AREA)
  • Fuzzy Systems (AREA)
  • Thermal Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Air Conditioning Control Device (AREA)
JP2017520563A 2015-03-06 2016-02-17 空調システム並びに空調システムの動作を制御するためのシステム及び方法 Active JP6433588B2 (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US14/640,052 US9976765B2 (en) 2015-03-06 2015-03-06 System and method for controlling operations of air-conditioning system
US14/640,052 2015-03-06
PCT/JP2016/055315 WO2016143510A1 (en) 2015-03-06 2016-02-17 Air-conditioning system and system and method for controlling an operation of an air-conditioning system

Publications (3)

Publication Number Publication Date
JP2017531155A JP2017531155A (ja) 2017-10-19
JP2017531155A5 JP2017531155A5 (https=) 2017-11-30
JP6433588B2 true JP6433588B2 (ja) 2018-12-05

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JP2017520563A Active JP6433588B2 (ja) 2015-03-06 2016-02-17 空調システム並びに空調システムの動作を制御するためのシステム及び方法

Country Status (5)

Country Link
US (1) US9976765B2 (https=)
EP (1) EP3265726B1 (https=)
JP (1) JP6433588B2 (https=)
CN (1) CN107429927B (https=)
WO (1) WO2016143510A1 (https=)

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PE20181198A1 (es) * 2015-10-26 2018-07-23 Bayer Cropscience Ag Derivados de heterociclos biciclicos condensados como agentes de control de plagas
CN108700327A (zh) * 2015-12-10 2018-10-23 艾默生电气公司 用于具有多速抽头的电动风扇的自适应控制
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
CN108361923A (zh) * 2018-03-02 2018-08-03 山东三江电子工程有限公司 中央空调回水温度稳定值的预测方法
US10619879B2 (en) * 2018-03-21 2020-04-14 Mitsubishi Electric Research Laboratories, Inc. System and method for controlling operations of air-conditioning system
US11162701B2 (en) * 2020-02-25 2021-11-02 Mitsubishi Electric Research Laboratories, Inc. Controlling HVAC system by inversing airflow dynamics
US12025341B2 (en) 2020-05-07 2024-07-02 Ademco Inc. Individual driving of nebulizers based on HVAC conditions
US11808472B2 (en) * 2021-03-26 2023-11-07 Mitsubishi Electric Research Laboratories Inc. Controlling thermal state of conditioned environment based on multivariable optimization
CN115875807B (zh) * 2022-05-10 2024-10-29 东南大学 一种自适应调控多区域建筑温度的方法
CN115111647B (zh) * 2022-06-07 2026-03-10 青岛海尔空调器有限总公司 引流混风空调系统及引流混风方法
CN114935892B (zh) * 2022-06-10 2023-10-03 杭州电子科技大学 一种空气制水机空气流速自适应控制建模方法
CN119778836B (zh) * 2025-03-11 2025-06-27 深圳前海中碳综合能源科技有限公司 恒温恒湿空调系统节能控制方法和空调控制装置

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US6363316B1 (en) * 2000-05-13 2002-03-26 Ford Global Technologies, Inc. Cylinder air charge estimation using observer-based adaptive control
CA2599471A1 (en) * 2007-08-31 2009-02-28 Alexandre Cervinka Underground communication network system for personal tracking and hvac control
US8374725B1 (en) * 2007-11-27 2013-02-12 Joseph David Ols Climate control
US8306794B2 (en) 2008-06-26 2012-11-06 International Business Machines Corporation Techniques for thermal modeling of data centers to improve energy efficiency
US9286582B2 (en) * 2009-06-22 2016-03-15 Johnson Controls Technology Company Systems and methods for detecting changes in energy usage in a building
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Also Published As

Publication number Publication date
WO2016143510A1 (en) 2016-09-15
US9976765B2 (en) 2018-05-22
EP3265726A1 (en) 2018-01-10
EP3265726B1 (en) 2019-12-18
US20160258644A1 (en) 2016-09-08
CN107429927B (zh) 2021-05-11
CN107429927A (zh) 2017-12-01
JP2017531155A (ja) 2017-10-19

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