EP4397919A2 - Verfahren und vorrichtung zur automatischen steuerung eines wassererhitzers sowie wassererhitzer und elektronisches gerät - Google Patents
Verfahren und vorrichtung zur automatischen steuerung eines wassererhitzers sowie wassererhitzer und elektronisches gerät Download PDFInfo
- Publication number
- EP4397919A2 EP4397919A2 EP24178477.6A EP24178477A EP4397919A2 EP 4397919 A2 EP4397919 A2 EP 4397919A2 EP 24178477 A EP24178477 A EP 24178477A EP 4397919 A2 EP4397919 A2 EP 4397919A2
- Authority
- EP
- European Patent Office
- Prior art keywords
- water
- temperature
- water heater
- amount
- different periods
- Prior art date
- Legal status (The legal status 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 status listed.)
- Granted
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Classifications
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24H—FLUID HEATERS, e.g. WATER OR AIR HEATERS, HAVING HEAT-GENERATING MEANS, e.g. HEAT PUMPS, IN GENERAL
- F24H9/00—Details
- F24H9/20—Arrangement or mounting of control or safety devices
- F24H9/2007—Arrangement or mounting of control or safety devices for water heaters
- F24H9/2014—Arrangement or mounting of control or safety devices for water heaters using electrical energy supply
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24H—FLUID HEATERS, e.g. WATER OR AIR HEATERS, HAVING HEAT-GENERATING MEANS, e.g. HEAT PUMPS, IN GENERAL
- F24H15/00—Control of fluid heaters
- F24H15/10—Control of fluid heaters characterised by the purpose of the control
- F24H15/144—Measuring or calculating energy consumption
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24H—FLUID HEATERS, e.g. WATER OR AIR HEATERS, HAVING HEAT-GENERATING MEANS, e.g. HEAT PUMPS, IN GENERAL
- F24H15/00—Control of fluid heaters
- F24H15/10—Control of fluid heaters characterised by the purpose of the control
- F24H15/144—Measuring or calculating energy consumption
- F24H15/152—Forecasting future energy consumption
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24H—FLUID HEATERS, e.g. WATER OR AIR HEATERS, HAVING HEAT-GENERATING MEANS, e.g. HEAT PUMPS, IN GENERAL
- F24H15/00—Control of fluid heaters
- F24H15/10—Control of fluid heaters characterised by the purpose of the control
- F24H15/156—Reducing the quantity of energy consumed; Increasing efficiency
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24H—FLUID HEATERS, e.g. WATER OR AIR HEATERS, HAVING HEAT-GENERATING MEANS, e.g. HEAT PUMPS, IN GENERAL
- F24H15/00—Control of fluid heaters
- F24H15/10—Control of fluid heaters characterised by the purpose of the control
- F24H15/174—Supplying heated water with desired temperature or desired range of temperature
Definitions
- a method for automatically controlling a water heater including:
- the amount of water in the different periods shown above may be the amount of water under different temperature conditions.
- the amount of water in the time period of 12:00-14:00 and the time period of 20:00-22:00 may correspond to different inlet water temperatures and intra-tank temperatures.
- no attention is paid to the difference between the inlet water temperature and the intra-tank temperature, and the corresponding setting temperature is predicted at different periods based on the amount of water.
- the amount of water under different temperature conditions is unified to the amount of water under the standard-temperature, referred to as the amount of used standard-temperature water, which is explained in other subsequent embodiments.
- the setting temperature of the water heater at different periods in a future water usage process is predicted and thus a method for automatically controlling the water heater capable of being adaptive to a water usage behavior of a user, which not only solves the problem that a user manually reserves the temperature of the water heater, but also may allow the water heater to operate in a manner of low energy consumption under the premise of ensuring the water demand, thereby intelligently controlling the water heater.
- the step 101 of determining the amount of water used at different periods in a historical water usage process includes the following steps: step 101': determining the amount of standard-temperature water used at different periods in the historical water usage process; wherein the amount of used standard-temperature water is obtained by converting the amount of water under different temperature conditions into the amount of used water at the standard-temperature.
- the step 102' of determining the amount of standard-temperature water that the water heater can supply at different setting temperatures includes the following steps:
- the processing methods of steps B1-B2 are adopted.
- the amount of water supplied at different setting temperatures may be converted to the amount of used standard-temperature water by using the model of the second preset amount of used standard-temperature water and thus the amount of standard-temperature water supplied at the different setting temperatures are obtained. Therefore, more accurate matching result may be obtained when the amount of standard-temperature water supplied at different setting temperatures is matched with the amount of standard-temperature water used at different periods in a historical water usage processes.
- the step 103 of predicting a setting temperature of the water heater at different periods in a future water usage process, based on the amount of water used at different periods in a historical water usage process and the amount of water that the water heater can supply at different setting temperatures specifically includes: step 103': predicting a setting temperature of the water heater at different periods in a future water usage process, based on the amount of standard-temperature water used at different periods in a historical water usage process and the amount of standard-temperature water that the water heater can supply at different setting temperatures.
- the amount of standard-temperature water used at different periods in a historical water usage process and the amount of standard-temperature water that the water heater can supply at different setting temperatures are obtained and thus the setting temperature of the water heater at different periods in a future water usage process is predicted by mapping the amount of used standard-temperature water with each other based on the amount of standard-temperature water used at different periods in a historical water usage process and the amount of standard-temperature water that the water heater can supply at different setting temperatures.
- the amount of standard-temperature water that the water heater can supply is greater than or equal to the amount of standard-temperature water used at a corresponding period in the historical water usage process and needs to be closest to the amount of standard-temperature water used the corresponding period in historical water usage process.
- the amount of standard-temperature water used at the corresponding period in historical water usage process may be further discretized using the amount of water difference between the amount of water may be supplied at two setting temperatures and thus the influence of abnormal sensor data on results.
- the amount of standard-temperature water that may be supplied at 40°C setting temperature is 10 liters and the amount of water that can be supplied at 45°C setting temperature is 15 liters
- the setting temperature corresponding to the different periods of each day in the historical water usage days is first determined based on the amount of standard-temperature water used at different periods of the day in the historical water usage days and the amount of standard-temperature water that the water heater can supply at the different setting temperatures and the setting temperature of the water heater at different periods of each day in the future water usage process may be predicted based on the setting temperature of the water heater corresponding to the different periods of each day in the historical water usage days.
- the temperature voting mechanism is used to determine the setting temperature of the water heater at different periods of a day in a future water usage process.
- a probability threshold can be set. The larger the probability threshold, the lower the tolerance for small-probability water usage events. For example, for setting temperatures (setting temperatures matched well in step 103)) in a certain period, i.e., past six days, a voting mechanism is used to vote against a setting temperature that should be set for this time period in the next day.
- the voting mechanism here refers to transmitting the setting temperature of the water heater at different periods in the past 6 days to a use device, and then allowing the user to vote against the setting temperature of the water heater at different periods in past 6 days separately.
- the setting temperature corresponding to the period of 00:00-02:00 in past 6 days is 40°C, 40°C, 45°C, 45°C, 40°C, 40° C, 40° C
- these setting temperatures are then transmitted to the user and the user votes against these setting temperatures, and the final statistical voting result includes: 5 votes for 40°C setting temperature and 1 vote for 45°C setting temperature.
- the highest gear of all the historical corresponding setting temperatures is selected as the predicted setting temperature at the period of next day. For example, for the period of 00:00-02:00 in six days of the above example, the 45°C setting temperature is selected as the predicted setting temperature at the period of next day.
- the probability threshold is used as the predicted setting temperature, such that the predicted setting temperature can meet the user's water usage behavior with the greatest probability.
- the probability of occasional water usage events is estimated, and tolerance of minor-probability water usage events is controlled by controlling the probability threshold parameter.
- the step C2 of predicting a setting temperature of the water heater at different periods of a day in a future water usage process, based on the setting temperature of the water heater at different periods of a day in historical water usage days specifically includes:
- the present embodiment does not need to use a voting mechanism, but directly uses the highest setting temperature among all setting temperatures under different historical water usage days corresponding to each time period as the predicted value of the setting temperature at different periods of the day in future water usage process, so as to ensure that the predicted setting temperature can meet the user's water demand with the greatest probability.
- the method for automatically controlling the water heater further includes:
- the method for automatically controlling the water heater further includes:
- the power costs that can be saved after implementing the method for automatically controlling the water heater control according to the present embodiment are further given, so that the user can intuitively see the saved power, thereby improving user experience.
- the original setting temperature data before the water heater is turned on is recorded (if it is not turned on, the water heater will be heated and kept at the original setting temperature).
- the water heater is automatically adjusted based on the predicted setting temperature output in the present embodiment.
- the original setting temperature, the predicted setting temperature output in the present embodiment, the ambient temperature and the water usage data are used to estimate saved power after the water heater is turned on by a fitting equation.
- a heating time of the water heater, a rated power of the water heater and the data of the ladder-type pricing data in the local area are obtained, and the consumed power during the operation of the water heater is calculated.
- Pricing 1 and pricing 2 are ladder-type pricing.
- a certain degree of data loss can also be tolerated because the user's water usage habits in a certain period have no change in a short period, so even if the data of a certain period of a day is missing, it will not have significant influence on the final prediction result.
- a certain degree of abnormal value can also be tolerated because the amount of actually used standard-temperature water is discretized by using the amount of standard-temperature water corresponding to a temperature section, which can effectively avoid influence of very large or very small abnormal value on the results.
- a device for automatically controlling a water heater includes: a first determiner11, a second determiner 12, a predictor 13 and controller 14, where
- the device for automatically controlling a water heater according to the present embodiment can be used to implement the method for automatically controlling a water heater described in the foregoing embodiment, it has similar working principles and beneficial effects to the method, so that they will not be described in detail here, and the specific content can be referred to the introduction of the foregoing embodiment.
- a water heater including the device for automatically controlling a water heater according to the above embodiment.
- the water heater according to the present embodiment includes the device for automatically controlling a water heater according to the above embodiment, it has similar working principles and beneficial effects to the method, so that they will not be described in detail here, and the specific content can be referred to the introduction of the foregoing embodiment.
- an electronic device in yet another embodiment of the present application, specifically includes: a processor 301, a memory 302, a communication interface 303, and a bus 304;
- the electronic device mentioned in the present embodiment may be a mobile terminal or a cloud server.
- the device embodiments described above are merely illustrative, wherein the units described as separate components may or may not be physically separate, and the components displayed as units may or may not be physical units, that is, may be located at the same place, or it can be distributed to multiple network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the embodiment. Those of ordinary skill in the art can understand and implement the embodiments described above without paying creative labors.
- relational terms such as “first” and “second” are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply any such actual relation or order among these entities or operations.
- the terms “include”, “including” or any other variants thereof are intended to cover non-exclusive inclusion, so that a process, a method, an article, or a device that includes a series of elements includes not only those elements, but also includes other elements which are not explicitly listed or also include elements inherent to the process, the method, the article or the device. If there are no more limitations, the element defined by the sentence “including a" does not exclude the existence of other same elements in the process, method, article, or equipment including the element.
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- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Thermal Sciences (AREA)
- Chemical & Material Sciences (AREA)
- Combustion & Propulsion (AREA)
- Mechanical Engineering (AREA)
- General Engineering & Computer Science (AREA)
- Heat-Pump Type And Storage Water Heaters (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910875704.6A CN110530035B (zh) | 2019-09-17 | 2019-09-17 | 热水器自动控制方法及装置、热水器及电子设备 |
| PCT/CN2019/130501 WO2021051715A1 (zh) | 2019-09-17 | 2019-12-31 | 热水器自动控制方法及装置、热水器及电子设备 |
| EP19945913.2A EP3978824B1 (de) | 2019-09-17 | 2019-12-31 | Verfahren und vorrichtung zur automatischen steuerung eines wassererhitzers sowie wassererhitzer und elektronisches gerät |
Related Parent Applications (2)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| EP19945913.2A Division EP3978824B1 (de) | 2019-09-17 | 2019-12-31 | Verfahren und vorrichtung zur automatischen steuerung eines wassererhitzers sowie wassererhitzer und elektronisches gerät |
| EP19945913.2A Division-Into EP3978824B1 (de) | 2019-09-17 | 2019-12-31 | Verfahren und vorrichtung zur automatischen steuerung eines wassererhitzers sowie wassererhitzer und elektronisches gerät |
Publications (4)
| Publication Number | Publication Date |
|---|---|
| EP4397919A2 true EP4397919A2 (de) | 2024-07-10 |
| EP4397919A3 EP4397919A3 (de) | 2024-09-04 |
| EP4397919B1 EP4397919B1 (de) | 2025-05-28 |
| EP4397919C0 EP4397919C0 (de) | 2025-05-28 |
Family
ID=68668901
Family Applications (2)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| EP24178477.6A Active EP4397919B1 (de) | 2019-09-17 | 2019-12-31 | Verfahren und vorrichtung zur automatischen steuerung eines wassererhitzers sowie wassererhitzer und elektronisches gerät |
| EP19945913.2A Active EP3978824B1 (de) | 2019-09-17 | 2019-12-31 | Verfahren und vorrichtung zur automatischen steuerung eines wassererhitzers sowie wassererhitzer und elektronisches gerät |
Family Applications After (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| EP19945913.2A Active EP3978824B1 (de) | 2019-09-17 | 2019-12-31 | Verfahren und vorrichtung zur automatischen steuerung eines wassererhitzers sowie wassererhitzer und elektronisches gerät |
Country Status (4)
| Country | Link |
|---|---|
| EP (2) | EP4397919B1 (de) |
| CN (2) | CN110530035B (de) |
| ES (2) | ES3033975T3 (de) |
| WO (1) | WO2021051715A1 (de) |
Families Citing this family (16)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110530035B (zh) * | 2019-09-17 | 2020-10-02 | 美的集团股份有限公司 | 热水器自动控制方法及装置、热水器及电子设备 |
| CN110887240B (zh) * | 2019-12-03 | 2021-03-16 | 美的集团股份有限公司 | 热水器温度控制方法及装置、热水器及电子设备 |
| CN112902458B (zh) * | 2019-12-03 | 2022-07-12 | 美的集团股份有限公司 | 用水量确定方法及装置、热水器及电子设备 |
| CN113091323A (zh) * | 2020-01-09 | 2021-07-09 | 佛山市云米电器科技有限公司 | 家电控制方法、家电设备、家电系统及存储介质 |
| CN114459160B (zh) * | 2020-11-05 | 2023-05-05 | 美的集团股份有限公司 | 热水器温度的设置方法、热水器以及存储介质 |
| CN112446169B (zh) * | 2020-11-05 | 2024-07-05 | 美的集团股份有限公司 | 热水器用水量的预测方法、热水器以及存储介质 |
| CN114528747B (zh) * | 2020-11-05 | 2025-06-06 | 美的集团股份有限公司 | 热水器用水量的预测方法、热水器以及存储介质 |
| CN112880201B (zh) * | 2021-01-28 | 2022-03-18 | 珠海格力电器股份有限公司 | 热水器参数调节方法、装置、设备及存储介质 |
| CN115540358A (zh) * | 2021-06-29 | 2022-12-30 | 青岛海尔科技有限公司 | 热水器预约处理方法、装置、存储介质及电子装置 |
| CN114396728B (zh) * | 2021-12-29 | 2024-03-15 | 广东万和新电气股份有限公司 | 电热水器的加热控制方法和有效能耗预测模型的建立方法 |
| CN114992852A (zh) * | 2022-02-28 | 2022-09-02 | 青岛经济技术开发区海尔热水器有限公司 | 一种双胆热水器的控制方法、设备及双胆热水器 |
| CN115164416A (zh) * | 2022-06-30 | 2022-10-11 | 青岛海尔空调电子有限公司 | 用于控制热水器的方法及装置、电子设备、存储介质 |
| CN115560488A (zh) * | 2022-09-29 | 2023-01-03 | 珠海格力电器股份有限公司 | 热水器加热控制方法、装置、存储介质及电子设备 |
| CN115751725A (zh) * | 2022-11-30 | 2023-03-07 | 珠海格力电器股份有限公司 | 热水机运行温度的设定方法以及装置、处理器及电子设备 |
| CN115717783B (zh) * | 2022-11-30 | 2024-12-13 | 珠海格力电器股份有限公司 | 热水器的加热控制方法及装置、热水器 |
| CN117735634A (zh) * | 2023-12-12 | 2024-03-22 | 成都清渟科技有限公司 | 一种供水机控制方法及装置 |
Family Cites Families (16)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JPS60134142A (ja) * | 1983-12-23 | 1985-07-17 | Matsushita Electric Ind Co Ltd | 給湯装置 |
| GB2428782A (en) * | 2005-07-26 | 2007-02-07 | Cametrics Ltd | Storage Heater Control Systems Using Weather Forecast Data |
| US9535434B2 (en) * | 2013-03-15 | 2017-01-03 | International Business Machines Corporation | Managing hot water storage and delivery |
| CN203893438U (zh) * | 2014-06-03 | 2014-10-22 | 芜湖美的厨卫电器制造有限公司 | 电热水器 |
| CN105972829B (zh) * | 2016-06-14 | 2018-10-12 | 珠海格力电器股份有限公司 | 一种用于热水器的预热方法、装置及热水器 |
| CN106052141B (zh) * | 2016-06-28 | 2019-09-03 | 广东美的暖通设备有限公司 | 热水器及其水温设置方法和水温设置装置 |
| CN106225246B (zh) * | 2016-07-20 | 2019-07-26 | 合肥美的暖通设备有限公司 | 空气能热水器及其加热控制方法和装置 |
| CN107918795A (zh) * | 2016-10-11 | 2018-04-17 | 青岛经济技术开发区海尔热水器有限公司 | 一种预测洗浴温度的方法及热水器 |
| CN106322776B (zh) * | 2016-11-15 | 2019-03-22 | 广东美的暖通设备有限公司 | 热水器控制方法、控制器及热水器 |
| CN106839468A (zh) * | 2017-04-14 | 2017-06-13 | 广州机智云物联网科技有限公司 | 一种太阳能热水器水量调节方法及系统 |
| CN108931060A (zh) * | 2017-05-22 | 2018-12-04 | 李海磊 | 一种基于云计算的智能热水器节能方法 |
| CN109425117B (zh) * | 2017-07-21 | 2022-01-18 | 青岛经济技术开发区海尔热水器有限公司 | 一种热水器的智能免操作控制方法及热水器 |
| KR101959526B1 (ko) * | 2017-11-23 | 2019-03-18 | 린나이코리아 주식회사 | 급수온도 예측에 따른 보일러의 난방 및 온수온도 자동 제어방법 |
| CN109990480B (zh) * | 2017-12-29 | 2021-02-26 | 芜湖美的厨卫电器制造有限公司 | 电热水器的控制方法、计算机可读存储介质及电热水器 |
| CN108826701A (zh) * | 2018-06-19 | 2018-11-16 | 青岛海尔科技有限公司 | 一种储水式热水器的智能控制方法及装置 |
| CN110530035B (zh) * | 2019-09-17 | 2020-10-02 | 美的集团股份有限公司 | 热水器自动控制方法及装置、热水器及电子设备 |
-
2019
- 2019-09-17 CN CN201910875704.6A patent/CN110530035B/zh active Active
- 2019-09-17 CN CN202010733458.3A patent/CN112524806B/zh active Active
- 2019-12-31 ES ES24178477T patent/ES3033975T3/es active Active
- 2019-12-31 EP EP24178477.6A patent/EP4397919B1/de active Active
- 2019-12-31 WO PCT/CN2019/130501 patent/WO2021051715A1/zh not_active Ceased
- 2019-12-31 ES ES19945913T patent/ES2984249T3/es active Active
- 2019-12-31 EP EP19945913.2A patent/EP3978824B1/de active Active
Also Published As
| Publication number | Publication date |
|---|---|
| CN110530035B (zh) | 2020-10-02 |
| ES2984249T3 (es) | 2024-10-29 |
| WO2021051715A1 (zh) | 2021-03-25 |
| EP4397919A3 (de) | 2024-09-04 |
| ES3033975T3 (en) | 2025-08-11 |
| CN112524806A (zh) | 2021-03-19 |
| EP3978824B1 (de) | 2024-07-10 |
| EP3978824A1 (de) | 2022-04-06 |
| CN112524806B (zh) | 2021-12-17 |
| CN110530035A (zh) | 2019-12-03 |
| EP4397919B1 (de) | 2025-05-28 |
| EP3978824C0 (de) | 2024-07-10 |
| EP3978824A4 (de) | 2022-08-17 |
| EP4397919C0 (de) | 2025-05-28 |
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