CN107429927B - 空调系统以及用于控制空调系统的工作的系统和方法 - Google Patents

空调系统以及用于控制空调系统的工作的系统和方法 Download PDF

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Publication number
CN107429927B
CN107429927B CN201680013380.XA CN201680013380A CN107429927B CN 107429927 B CN107429927 B CN 107429927B CN 201680013380 A CN201680013380 A CN 201680013380A CN 107429927 B CN107429927 B CN 107429927B
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China
Prior art keywords
model
airflow
air conditioning
conditioning system
error
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English (en)
Chinese (zh)
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CN107429927A (zh
Inventor
M·本诺斯曼
P·布富诺斯
B·克拉美尔
P·格罗弗
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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
    • F24F11/30—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
    • F24F11/62—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
    • F24F11/70—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

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  • 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)
CN201680013380.XA 2015-03-06 2016-02-17 空调系统以及用于控制空调系统的工作的系统和方法 Active CN107429927B (zh)

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 (2)

Publication Number Publication Date
CN107429927A CN107429927A (zh) 2017-12-01
CN107429927B true CN107429927B (zh) 2021-05-11

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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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Also Published As

Publication number Publication date
JP6433588B2 (ja) 2018-12-05
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
CN107429927A (zh) 2017-12-01
JP2017531155A (ja) 2017-10-19

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