JP2016527471A - 気候コントローラ - Google Patents
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- JP2016527471A JP2016527471A JP2016530330A JP2016530330A JP2016527471A JP 2016527471 A JP2016527471 A JP 2016527471A JP 2016530330 A JP2016530330 A JP 2016530330A JP 2016530330 A JP2016530330 A JP 2016530330A JP 2016527471 A JP2016527471 A JP 2016527471A
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
- G05D27/00—Simultaneous control of variables covered by two or more of main groups G05D1/00 - G05D25/00
- G05D27/02—Simultaneous control of variables covered by two or more of main groups G05D1/00 - G05D25/00 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
- F24F11/0008—Control or safety arrangements for air-humidification
-
- 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
- F24F11/50—Control or safety arrangements characterised by user interfaces or communication
- F24F11/52—Indication arrangements, e.g. displays
- F24F11/523—Indication arrangements, e.g. displays for displaying temperature 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
- F24F11/50—Control or safety arrangements characterised by user interfaces or communication
- F24F11/56—Remote control
- F24F11/58—Remote control using Internet communication
-
- 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
- F24F11/65—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
- 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
- F24F11/74—Control systems characterised by their outputs; Constructional details thereof for controlling the supply of treated air, e.g. its pressure for controlling air flow rate or air velocity
- F24F11/77—Control systems characterised by their outputs; Constructional details thereof for controlling the supply of treated air, e.g. its pressure for controlling air flow rate or air velocity by controlling the speed of ventilators
-
- 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
-
- 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
- G05D23/1902—Control of temperature characterised by the use of electric means characterised by the use of a variable reference value
-
- 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
- F24F11/50—Control or safety arrangements characterised by user interfaces or communication
- F24F11/56—Remote control
-
- 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
- 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
- F24F2110/00—Control inputs relating to air properties
- F24F2110/20—Humidity
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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)
- General Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- Signal Processing (AREA)
- Mathematical Physics (AREA)
- Fuzzy Systems (AREA)
- Human Computer Interaction (AREA)
- Fluid Mechanics (AREA)
- Air Conditioning Control Device (AREA)
- Selective Calling Equipment (AREA)
Abstract
Description
Tを変更する場合:
H(T)=aT.T+bT
E(T)=αE.|T−Toutside|
Hを変更する場合:
T(H)=αH.H+bH=(1/aT).T−(bT/aT)
E(H)=αE.|T(H)−Toutside|
Eを変更する場合:
T(E)=Toutside±(E/αE)
H(E)=aE .T(E)+bT
Claims (24)
- 気候制御空間にサービスを提供するHVACユニットの1または複数の機能を制御する制御部と、
複数の温度測定を実行して前記複数の温度測定の結果を前記制御部に通信する温度センサと、
複数の湿度測定を実行して前記複数の湿度測定の結果を前記制御部に通信する湿度センサと
を備え、
前記制御部は、前記複数の温度測定の結果および前記複数の湿度測定の結果に基づいて前記HVACユニットの前記1または複数の機能を制御して前記気候制御空間において所望の温度および所望の湿度を実現する気候コントローラ。 - 前記1または複数の機能は、温度設定、送風速度設定、モードおよび、オン/オフ設定から選択される請求項1に記載の気候コントローラ。
- 前記制御部は、前記1または複数の機能のうち1または複数について複数の設定ポイントを設定するべく前記HVACユニットに複数の信号を送信することによって、前記HVACユニットの前記1または複数の機能を制御し、前記複数の設定ポイントは、今後の複数の温度および複数の湿度を予測するべく過去の複数の温度測定の結果および複数の湿度測定の結果に基づいてトレーニングされた複数の機械学習方法によって算出される請求項1または2に記載の気候コントローラ。
- 前記複数の機械学習方法は、1または複数の他の環境パラメータに基づき、前記複数の設定ポイントを算出する請求項3に記載の気候コントローラ。
- 前記1または複数の他の環境パラメータは、光度、時刻、受動型赤外線活性カウント、屋外温度および屋外湿度から選択される請求項4に記載の気候コントローラ。
- 前記制御部をコンピュータプロセッサに通信可能に接続するネットワークインターフェースを備え、前記コンピュータプロセッサは、前記複数の機械学習方法を実施して前記複数の設定ポイントを算出する請求項3から5のいずれか一項に記載の気候コントローラ。
- 前記制御部をコンピュータプロセッサに通信可能に接続するネットワークインターフェースを備え、前記コンピュータプロセッサは、前記1または複数の他の環境パラメータのうち1または複数を取得して、前記複数の機械学習方法を実施して前記複数の設定ポイントを算出する請求項4または5に記載の気候コントローラ。
- 前記コンピュータプロセッサは、ネットワーク化されたサーバ、デスクトップコンピュータ、ラップトップコンピュータ、スマートフォンのうち1つの一部を形成する請求項6または7に記載の気候コントローラ。
- 前記コンピュータプロセッサに通信可能に接続されているデータ格納デバイスを備え、前記データ格納デバイスは、前記複数の設定ポイントを算出することを目的として前記複数の機械学習方法によって過去データとして利用されるべく、前記1または複数の他の環境パラメータのうち1または複数を格納している請求項7に記載の気候コントローラ。
- 前記所望の温度および前記所望の湿度は、所望の見掛け温度に対応する請求項1から9のいずれか一項に記載の気候コントローラ。
- 前記制御部をコンピュータプロセッサに通信可能に接続するネットワークインターフェースを備え、前記コンピュータプロセッサは、ユーザに選択された前記所望の温度、前記所望の湿度および前記所望の見掛け温度のうち1または複数を受信する請求項10に記載の気候コントローラ。
- 前記制御部をコンピュータプロセッサに通信可能に接続するネットワークインターフェースを備え、前記コンピュータプロセッサは、データ格納デバイスに通信可能に接続されており、前記データ格納デバイスに事前に格納されている前記所望の温度、前記所望の湿度および前記所望の見掛け温度のうち1または複数を取得する請求項10に記載の気候コントローラ。
- 前記所望の温度、前記所望の湿度および前記所望の見掛け温度のうち1または複数は、前記所望の温度、前記所望の湿度および前記所望の見掛け温度のそれぞれの最小値および最大値によって定義されているそれぞれの快適帯域に収まっている請求項10に記載の気候コントローラ。
- 前記制御部をコンピュータプロセッサに通信可能に接続するネットワークインターフェースを備え、前記コンピュータプロセッサはユーザが選択した前記快適帯域を受信する請求項13に記載の気候コントローラ。
- 前記制御部をコンピュータプロセッサに通信可能に接続するネットワークインターフェースを備え、前記コンピュータプロセッサは、データ格納デバイスに通信可能に接続されており、前記データ格納デバイスに事前に格納されている前記快適帯域を取得する請求項13に記載の気候コントローラ。
- 前記コンピュータプロセッサは、前記快適帯域をユーザに推薦する請求項15に記載の気候コントローラ。
- 前記複数の設定ポイントは、前記所望の温度および前記所望の湿度を実現するために必要な最小消費電力に基づいて選択される請求項3に記載の気候コントローラ。
- 前記複数の設定ポイントは、前記所望の温度および前記所望の湿度を実現するために必要な目標時間に基づいて選択される請求項3に記載の気候コントローラ。
- 前記制御部をコンピュータプロセッサに通信可能に接続するネットワークインターフェースを備え、前記コンピュータプロセッサは、ユーザインターフェースに通信可能に接続されており、前記複数の温度測定の結果および前記複数の湿度測定の結果を前記ユーザインターフェースに表示する請求項1から18のいずれか一項に記載の気候コントローラ。
- 前記ユーザインターフェースは、温度スライダ、湿度スライダ、エネルギースライダおよび時間スライダを備え、各スライダは、所望値、現在値、および他の複数のスライダの複数の設定を考慮に入れて算出した複数の可能な値を含む範囲を表示する請求項19に記載の気候コントローラ。
- 赤外線モジュールを備え、前記制御部は前記赤外線モジュールを利用して複数の赤外線信号を前記HVACユニットに送信して前記HVACユニットの1または複数の機能を制御する請求項1から20のいずれか一項に記載の気候コントローラ。
- 前記HVACユニットは、前記HVACユニットの1または複数の機能を制御するべく前記HVACユニットに複数の赤外線信号を送信するリモート制御を備え、前記赤外線モジュールは、前記リモート制御が送信する前記複数の赤外線信号のうち1または複数を複製する請求項21に記載の気候コントローラ。
- 気候コントローラを用いて気候制御空間における気候を制御する方法であって、
前記気候コントローラは、
複数の温度測定を実行する温度センサと、
複数の湿度測定を実行する湿度センサと
を備え、
前記気候制御空間における気候を制御する方法は、
前記気候制御空間において所望の温度および所望の湿度を実現するべく、前記複数の温度測定の結果および前記複数の湿度測定の結果に基づき、前記気候制御空間にサービスを提供するHVACユニットの1または複数の機能を制御する段階を含む気候制御空間における気候を制御する方法。 - 前記気候制御空間において所望の温度および所望の湿度を実現する前記1または複数の機能のうち1または複数の機能についての複数の設定ポイントを算出することを目的として、今後の複数の温度および複数の湿度を予測するべく過去の複数の温度測定の結果および複数の湿度測定の結果に基づいてトレーニングされた複数の機械学習方法を利用する段階と、
前記複数の設定ポイントを設定するべく前記HVACユニットに複数の信号を送信する段階と
を含む請求項23に記載の気候制御空間における気候を制御する方法。
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
GB1313444.0 | 2013-07-29 | ||
GBGB1313444.0A GB201313444D0 (en) | 2013-07-29 | 2013-07-29 | Energy efficient indoor climate controller |
PCT/CN2014/082799 WO2015014229A1 (en) | 2013-07-29 | 2014-07-23 | Climate controller |
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JP2016527471A true JP2016527471A (ja) | 2016-09-08 |
JP6765963B2 JP6765963B2 (ja) | 2020-10-07 |
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JP2016530330A Active JP6765963B2 (ja) | 2013-07-29 | 2014-07-23 | 気候コントローラ |
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US (1) | US11036245B2 (ja) |
JP (1) | JP6765963B2 (ja) |
CN (1) | CN105900035A (ja) |
GB (1) | GB201313444D0 (ja) |
WO (1) | WO2015014229A1 (ja) |
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Also Published As
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GB201313444D0 (en) | 2013-09-11 |
JP6765963B2 (ja) | 2020-10-07 |
WO2015014229A1 (en) | 2015-02-05 |
US20160187899A1 (en) | 2016-06-30 |
CN105900035A (zh) | 2016-08-24 |
US11036245B2 (en) | 2021-06-15 |
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