CN110530035B - Automatic control method and device for water heater, water heater and electronic equipment - Google Patents

Automatic control method and device for water heater, water heater and electronic equipment Download PDF

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Publication number
CN110530035B
CN110530035B CN201910875704.6A CN201910875704A CN110530035B CN 110530035 B CN110530035 B CN 110530035B CN 201910875704 A CN201910875704 A CN 201910875704A CN 110530035 B CN110530035 B CN 110530035B
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water
temperature
water consumption
water heater
different time
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CN110530035A (en
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徐立洋
白亚男
宋志鸿
简翱
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Midea Group Co Ltd
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Midea Group Co Ltd
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Priority to CN201910875704.6A priority Critical patent/CN110530035B/en
Priority to CN202010733458.3A priority patent/CN112524806B/en
Publication of CN110530035A publication Critical patent/CN110530035A/en
Priority to PCT/CN2019/130501 priority patent/WO2021051715A1/en
Priority to EP19945913.2A priority patent/EP3978824A4/en
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    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24HFLUID HEATERS, e.g. WATER OR AIR HEATERS, HAVING HEAT-GENERATING MEANS, e.g. HEAT PUMPS, IN GENERAL
    • F24H9/00Details
    • F24H9/20Arrangement or mounting of control or safety devices
    • F24H9/2007Arrangement or mounting of control or safety devices for water heaters
    • F24H9/2014Arrangement or mounting of control or safety devices for water heaters using electrical energy supply
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24HFLUID HEATERS, e.g. WATER OR AIR HEATERS, HAVING HEAT-GENERATING MEANS, e.g. HEAT PUMPS, IN GENERAL
    • F24H15/00Control of fluid heaters
    • F24H15/10Control of fluid heaters characterised by the purpose of the control
    • F24H15/144Measuring or calculating energy consumption
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24HFLUID HEATERS, e.g. WATER OR AIR HEATERS, HAVING HEAT-GENERATING MEANS, e.g. HEAT PUMPS, IN GENERAL
    • F24H15/00Control of fluid heaters
    • F24H15/10Control of fluid heaters characterised by the purpose of the control
    • F24H15/144Measuring or calculating energy consumption
    • F24H15/152Forecasting future energy consumption
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24HFLUID HEATERS, e.g. WATER OR AIR HEATERS, HAVING HEAT-GENERATING MEANS, e.g. HEAT PUMPS, IN GENERAL
    • F24H15/00Control of fluid heaters
    • F24H15/10Control of fluid heaters characterised by the purpose of the control
    • F24H15/156Reducing the quantity of energy consumed; Increasing efficiency
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24HFLUID HEATERS, e.g. WATER OR AIR HEATERS, HAVING HEAT-GENERATING MEANS, e.g. HEAT PUMPS, IN GENERAL
    • F24H15/00Control of fluid heaters
    • F24H15/10Control of fluid heaters characterised by the purpose of the control
    • F24H15/174Supplying heated water with desired temperature or desired range of temperature

Abstract

The embodiment of the invention provides a water heater automatic control method and device, a water heater and electronic equipment. Therefore, the embodiment of the invention realizes the automatic control method of the water heater, which can adapt to the water consumption behavior of the user, does not need the user to manually reserve the temperature of the water heater, and realizes the intelligent control of the water heater.

Description

Automatic control method and device for water heater, water heater and electronic equipment
Technical Field
The invention relates to the technical field of intelligent control, in particular to an automatic control method and device for a water heater, the water heater and electronic equipment.
Background
In the use process of the electric water heater, most users can fixedly set the temperature of the water heater at a higher gear and operate the water heater for 24 hours, but the water heater is used only a small part of time every day, and most of the time is in an idle state, so that the energy consumption is wasted.
The problem is always the pain point problem in the use process of the water heater. Users wish to turn the temperature down during periods of non-use and even turn the water heater off to save energy. The problem is solved mainly by means of manual reservation of a user at present.
However, the manual reservation method of the user has the following problems: the user operation is troublesome, and is easy to forget, and the user experience is not good.
Disclosure of Invention
Aiming at the problems in the prior art, the embodiment of the invention provides a water heater automatic control method and device, a water heater and electronic equipment.
In order to solve the above technical problems, embodiments of the present invention provide the following technical solutions:
in a first aspect, an embodiment of the present invention provides an automatic control method for a water heater, including:
determining the water consumption corresponding to different time periods in the historical water consumption process;
determining the water consumption which can be supplied by the water heater at different set temperatures;
predicting the set water heater temperatures in different time periods corresponding to the future water use process according to the water use amounts corresponding to different time periods in the historical water use process and the water use amounts which can be supplied by different set water heater temperatures;
and controlling the water heater according to the predicted set temperatures of the water heater at different time periods in the future water using process.
Further, the determining of the water consumption corresponding to different time periods in the historical water consumption process specifically includes:
determining standard temperature water consumption corresponding to different time periods in the historical water consumption process; the standard temperature water consumption is the water consumption corresponding to the standard temperature condition by converting the water consumption corresponding to the different temperature conditions.
Further, the determining of the standard temperature water consumption corresponding to different time periods in the historical water consumption process specifically includes:
determining actual water consumption, liner temperature and water inlet temperature corresponding to different time periods in the historical water consumption process;
determining standard temperature water consumption corresponding to different time periods in the historical water consumption process by utilizing a first preset standard temperature water consumption model according to actual water consumption, temperature in the liner and water inlet temperature corresponding to different time periods in the historical water consumption process;
the first preset standard temperature water consumption model is a model representing the corresponding relation between actual water consumption and standard temperature water consumption under different liner temperatures and water inlet temperatures.
Further, the first preset standard temperature water consumption model is as follows:
Figure BDA0002204272760000021
wherein Q is1Indicating the first standard temperatureAmount of water used, Q0Represents the actual water consumption, T0Denotes the standard temperature, T1Indicating the temperature, T, in the bladder2Indicating the temperature of the incoming water.
Further, the determining of the water consumption that can be supplied by the water heater at different set temperatures specifically includes:
and determining the standard temperature water consumption which can be supplied by different set temperatures of the water heater.
Further, the determining of the standard temperature water consumption that can be supplied by the water heater at different set temperatures specifically includes:
according to different set temperatures of the water heater, the inlet water temperature and the rated capacity of the water heater, determining standard temperature water consumption which can be supplied by the different set temperatures of the water heater by utilizing a second preset standard temperature water consumption model;
the second preset standard temperature water consumption model is a model representing the corresponding relation between the rated capacity of the water heater and the standard temperature water consumption which can be supplied under different set temperatures and water inlet temperatures.
Further, the second preset standard temperature water consumption model is as follows:
Figure BDA0002204272760000031
wherein Q is2Expressing the water consumption at the second standard temperature, Q expressing the rated capacity of the water heater, T3Indicating the set temperature, T0Denotes the standard temperature, T2Indicating the temperature of the incoming water.
Further, the predicting of the set water heater temperatures in different corresponding time periods in the future water use process according to the water consumption corresponding to different time periods in the historical water use process and the water consumption capable of being supplied by different set water heater temperatures specifically includes:
and predicting the set temperatures of the water heaters in different corresponding time periods in the future water using process according to the standard temperature water consumption corresponding to different time periods in the historical water using process and the standard temperature water consumption which can be supplied by the water heaters at different set temperatures.
Further, the predicting the set temperatures of the water heaters in different time periods corresponding to the future water use process according to the standard temperature water consumption corresponding to different time periods in the historical water use process and the standard temperature water consumption capable of being supplied by different set temperatures of the water heaters specifically comprises:
determining the set temperature of the water heater corresponding to different time periods in the historical water consumption days according to the standard temperature water consumption corresponding to different time periods in the historical water consumption days and the standard temperature water consumption which can be supplied by the water heater at different set temperatures;
according to the set temperatures of the water heaters corresponding to different time periods in one day in the historical water consumption days, the set temperatures of the water heaters corresponding to different time periods in one day in the future water consumption process are predicted.
Further, according to the set temperatures of the water heaters corresponding to different time periods of a day in the historical water consumption days, the set temperatures of the water heaters corresponding to different time periods of a day in the future water consumption process are predicted, and the method specifically comprises the following steps:
sending the set temperatures of the water heater corresponding to different time periods in the historical water consumption days to user side equipment;
receiving voting values of the set temperatures of the water heaters corresponding to different time periods in one day, which are sent by user side equipment;
and predicting the set temperature of the water heater at different time periods corresponding to one day in the future water using process according to the voting values of the set temperature of the water heater at different time periods corresponding to one day.
Further, according to the set temperatures of the water heaters corresponding to different time periods of a day in the historical water consumption days, the set temperatures of the water heaters corresponding to different time periods of a day in the future water consumption process are predicted, and the method specifically comprises the following steps:
determining the highest set temperature corresponding to different time periods in one day according to the set temperature of the water heater corresponding to different time periods in the historical water consumption days;
and taking the maximum set temperature corresponding to different time periods in one day as the set temperature of the water heater corresponding to different time periods in one day in the future water using process.
Further, the automatic control method of the water heater further comprises the following steps:
determining temperature data corresponding to different time periods in the future water using process;
correcting the predicted set temperatures of the water heaters in different time periods in the future water use process according to the air temperature data corresponding to different time periods in the future water use process;
and correspondingly, controlling the water heater by using the corrected set temperature.
Further, the automatic control method of the water heater further comprises the following steps:
determining the electricity saving quantity after the water heater is automatically controlled by adopting the predicted set temperatures of the water heater at different time periods in the future water using process;
determining the power consumption after the water heater is automatically controlled by adopting the predicted set temperatures of the water heater at different time periods in the future water using process;
and determining the electricity saving cost according to the electricity saving quantity, the electricity consumption and the step electricity price model.
In a second aspect, an embodiment of the present invention further provides an automatic control device for a water heater, including:
the first determination module is used for determining the water consumption corresponding to different time periods in the historical water consumption process;
the second determining module is used for determining the water consumption which can be supplied by the water heater at different set temperatures;
the prediction module is used for predicting the set water heater temperatures in different time periods corresponding to the future water use process according to the water consumption corresponding to different time periods in the historical water use process and the water consumption which can be supplied by different set water heater temperatures;
and the control module is used for controlling the water heater according to the predicted set temperatures of the water heater at different corresponding time periods in the future water using process.
In a third aspect, the embodiment of the invention further provides a water heater, which includes the automatic control device for the water heater as described in the second aspect.
In a fourth aspect, an embodiment of the present invention further provides an electronic device, which includes a memory, a processor, and a computer program stored in the memory and executable on the processor, where the processor executes the computer program to implement the steps of the automatic control method for a water heater according to the first aspect.
In a fifth aspect, the present invention further provides a non-transitory computer readable storage medium, on which a computer program is stored, where the computer program is executed by a processor to implement the steps of the automatic control method for a water heater according to the first aspect.
According to the technical scheme, the automatic control method and device for the water heater, the water heater and the electronic equipment, which are provided by the embodiment of the invention, the set temperatures of the water heater in different time periods corresponding to the future water using process are predicted according to the water consumption corresponding to different time periods in the historical water using process and the water consumption which can be supplied by the water heater at different set temperatures, and then the water heater is controlled according to the predicted set temperatures of the water heater in different time periods corresponding to the future water using process. Therefore, the embodiment of the invention realizes the prediction of the set temperatures of the water heaters in different time periods corresponding to the future water consumption process by combining the water consumption corresponding to different time periods in the historical water consumption process and the water consumption capable of being supplied by different set temperatures of the water heaters, thereby providing the automatic control method of the water heater capable of self-adapting to the water consumption behaviors of the users, solving the problem that the users manually reserve the temperature of the water heater, and also enabling the water heater to run in a low-energy consumption mode on the premise of guaranteeing the water consumption requirement, thereby realizing the intelligent control of the water heater.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly introduced below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to these drawings without creative efforts.
FIG. 1 is a flow chart of an automatic control method for a water heater according to an embodiment of the present invention;
FIG. 2 is a schematic structural diagram of an automatic control device of a water heater according to an embodiment of the present invention;
fig. 3 is a schematic structural diagram of an electronic device according to an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, but not all, embodiments of the present invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
The invention aims to predict the set temperatures of the water heaters in different corresponding time periods in the future water using process according to the water consumption corresponding to different time periods in the historical water using process and the water consumption which can be supplied by the water heaters at different set temperatures. The invention can solve the problem of energy consumption waste caused by that a user always fixedly sets the temperature of the water heater at a higher gear for operation in the use process of the electric water heater. The working principle and working process of the automatic control method for the water heater provided by the present application will be explained in detail by the specific embodiments.
Fig. 1 shows a flowchart of an automatic control method for a water heater according to an embodiment of the present invention, and referring to fig. 1, the automatic control method for a water heater according to an embodiment of the present invention includes:
step 101: determining the water consumption corresponding to different time periods in the historical water consumption process;
step 102: determining the water consumption which can be supplied by the water heater at different set temperatures;
step 103: predicting the set water heater temperatures in different time periods corresponding to the future water use process according to the water use amounts corresponding to different time periods in the historical water use process and the water use amounts which can be supplied by different set water heater temperatures;
step 104: and controlling the water heater according to the predicted set temperatures of the water heater at different time periods in the future water using process.
In this embodiment, the different time periods may refer to different time periods in a day, such as 12:00-14:00, 14:00-16:00, and 16:00-18: 00. It may also refer to different time periods of the week, such as monday, tuesday, wednesday, etc. And also refers to a combination of the two, such as Monday 12:00-14:00, 14:00-16:00, 16:00-18:00, Tuesday 12:00-14:00, 14:00-16:00, 16:00-18:00, Wednesday 12:00-14:00, 14:00-16:00, 16:00-18:00, and the like. In this embodiment, the historical water usage process may refer to a historical one-day water usage process, or may refer to a historical multiple-day water usage process. For example, the set temperature of the water heater at different time periods in the future day can be predicted according to the water consumption at different time periods in the historical 7-day water using process. For another example, the set temperature of the water heater at different time periods from monday to sunday in the next week can be predicted according to the water consumption at different time periods from monday to sunday in the historical 7-day water consumption process.
In this embodiment, when the set temperatures corresponding to different time periods corresponding to the future water use process of the water heater are predicted according to the water consumption of different time periods in the historical water use process, the following method can be further adopted: the method comprises the steps of determining a typical day in historical water consumption days, such as a first day, assuming Monday, and having a relatively large reference value, then determining set temperatures corresponding to different time periods in the day according to water consumption corresponding to the different time periods in the day and water consumption capable of being supplied by the water heater at different set temperatures, and finally predicting the set temperatures corresponding to the different time periods in the future water consumption process of the water heater according to the set temperatures corresponding to the different time periods in the day.
In this embodiment, the set temperature of the water heater may be a discrete physical temperature adjustment level (e.g. 40 ℃, 45 ℃, 50 ℃) in the water heater, or a continuous set temperature that is controlled in real time by an electric control algorithm, e.g. 41 ℃, 41.5 ℃, 42 ℃, 43 ℃, 44 ℃, 45 ℃, etc.
In this embodiment, it should be noted that, before the step 101 is performed, a step of acquiring historical water consumption data is performed, where the historical water consumption data refers to data generated during the historical use of the water heater by the user, such as water consumption (determined according to water flow and water use time), temperature in the liner, and water inlet temperature. Specifically, when acquiring historical water consumption data, a water consumption event may be constructed based on state data reported by sensors (including a temperature sensor, a flow sensor, a timer, and the like) arranged inside the water heater, and then indexes of the water consumption event, such as (average) water flow, an (average) liner temperature, an (average) water inflow temperature, and water consumption duration, may be acquired. The water consumption of the water use events in different time periods can be calculated according to the information such as the average water flow, the time duration and the like of the water use events in different time periods. For example, when the water heater has history state reporting data for 14 consecutive days, every two adjacent states (one bar state data represents the state of the water heater at the reporting moment and includes information of the current water flow, the current temperature in the liner, the current time point and the like) constitute a water use event, wherein the temperature in the liner is data acquired by the middle temperature sensor.
In this embodiment, after obtaining historical water consumption data, can be according to the setting temperature of the corresponding different time quantum in the future water use in-process of water heater of the water consumption prediction of different time quantum in the historical use, when the setting temperature of the corresponding different time quantum in the future water use in-process of water heater is predicted according to the water consumption of different time quantum in the historical use, need according to the water consumption that the different time quantum corresponds in the historical water use in-process and the water consumption that the different setting temperature of water heater can supply, predict the water heater setting temperature of the corresponding different time quantum in the future water use. For example, the set temperatures corresponding to different time periods of each day in the historical water usage days can be determined according to the water consumption corresponding to different time periods of each day in the historical water usage days and the water consumption capable of being supplied by different set temperatures of the water heater, and then the set temperatures corresponding to different time periods of each day in the future water usage process of the water heater can be predicted according to the set temperatures corresponding to different time periods of each day in the historical water usage days.
For example, if the historical water consumption data includes historical water consumption days of 6 days, the water consumption corresponding to different time periods of each day in the 6 days is respectively obtained according to the historical water consumption data as follows:
the first day:
00:00-02:00: 0 liter;
02:00-04:00: 0 liter;
04:00-06:00: 0 liter;
06:00-08:00: 10 liters;
08:00-10:00: 10 liters;
10:00-12:00: 5 liters;
12:00-14:00: 5 liters;
14:00-16:00: 0 liter;
16:00-18:00: 0 liter;
18:00-20:00: 25 liters;
20:00-22:00: 50 liters;
22:00-24:00: 5 liters;
the next day:
00:00-02:00: 0 liter;
02:00-04:00: 0 liter;
04:00-06:00: 0 liter;
06:00-08:00: 10 liters;
08:00-10:00: 5 liters;
10:00-12:00: 0 liter;
12:00-14:00: 5 liters;
14:00-16:00: 0 liter;
16:00-18:00: 0 liter;
18:00-20:00: 25 liters;
20:00-22:00: 50 liters;
22:00-24:00: 10 liters;
and on the third day:
00:00-02:00: 0 liter;
02:00-04:00: 0 liter;
04:00-06:00: 0 liter;
06:00-08:00: 5 liters;
08:00-10:00: 10 liters;
10:00-12:00: 0 liter;
12:00-14:00: 10 liters;
14:00-16:00: 0 liter;
16:00-18:00: 0 liter;
18:00-20:00: 25 liters;
20:00-22:00: 50 liters;
22:00-24:00: 10 liters;
the fourth day:
00:00-02:00: 0 liter;
02:00-04:00: 0 liter;
04:00-06:00: 0 liter;
06:00-08:00: 10 liters;
08:00-10:00: 10 liters;
10:00-12:00: 0 liter;
12:00-14:00: 10 liters;
14:00-16:00: 0 liter;
16:00-18:00: 0 liter;
18:00-20:00: 25 liters;
20:00-22:00: 50 liters;
22:00-24:00: 5 liters;
the fifth day:
00:00-02:00: 0 liter;
02:00-04:00: 0 liter;
04:00-06:00: 0 liter;
06:00-08:00: 10 liters;
08:00-10:00: 20 liters;
10:00-12:00: 0 liter;
12:00-14:00: 10 liters;
14:00-16:00: 0 liter;
16:00-18:00: 0 liter;
18:00-20:00: 25 liters;
20:00-22:00: 50 liters;
22:00-24:00: 0 liter;
the sixth day:
00:00-02:00: 0 liter;
02:00-04:00: 0 liter;
04:00-06:00: 0 liter;
06:00-08:00: 10 liters;
08:00-10:00: 5 liters;
10:00-12:00: 0 liter;
12:00-14:00: 5 liters;
14:00-16:00: 0 liter;
16:00-18:00: 0 liter;
18:00-20:00: 50 liters;
20:00-22:00: 50 liters;
22:00-24:00: 5 liters;
in this embodiment, the water usage in the different periods shown above may be the water usage in different temperature conditions. For example, the water consumption in the time period of 12:00-14:00 and in the time period of 20:00-22:00 can correspond to different water inlet temperatures and liner temperatures. In this embodiment, the difference between the temperature of the inlet water and the temperature inside the bladder is not taken into consideration, and the corresponding set temperatures in different time periods are predicted only according to the amount of water consumption. However, in other embodiments of the present invention, the water consumption under different temperature conditions is unified to the water consumption under the standard temperature, and for the technical solution of this part, reference may be made to the following description of other embodiments.
After obtaining the historical water consumption data, the next step is to determine the water consumption that can be supplied by the water heater at different set temperatures, for example, assuming that the water heater has 8 set temperatures (which is not limited to this, and is only used for illustration), the water consumption that can be supplied by the different set temperatures is:
the water consumption which can be supplied at the set temperature of 40 ℃ is 5 liters;
the water consumption which can be supplied at the set temperature of 45 ℃ is 8 liters;
the water consumption which can be supplied at the set temperature of 50 ℃ is 10 liters;
the water consumption which can be supplied by setting the temperature at 55 ℃ is 20 liters;
the water consumption which can be supplied at the set temperature of 60 ℃ is 25 liters;
the water consumption which can be supplied at the set temperature of 65 ℃ is 40 liters;
the water consumption which can be supplied at the set temperature of 70 ℃ is 50 liters;
the water supply at 75 c set temperature was 60 litres.
In this embodiment, the water consumption that can be supplied by different set temperatures is the water quantity that can be supplied within a preset temperature range in a unit time (for example, within one hour) when the water heater is at different set temperatures. The preset temperature range refers to a suitable temperature for the user to use water, and may be 38-50 ℃. For example, the above-mentioned water amount of 5 liters which can be supplied at the set temperature of 40 ℃ means that the water heater can supply 5 liters of water at the set temperature of 40 ℃ in the temperature range of 38 ℃ to 50 ℃ per hour. As another example, the above-mentioned water amount of 25 liters which can be supplied at the set temperature of 60 ℃ means that the water amount of 25 liters which can be supplied by the water heater at the set temperature of 60 ℃ in the temperature range of 38 ℃ to 50 ℃ per hour.
In this embodiment, it should be noted that the water consumption that can be supplied by different set temperatures does not concern the water temperature, but only concerns the water consumption that can be supplied by different set temperatures when the water temperature is within a certain preset temperature range. However, in other embodiments of the present invention, the water consumption that can be supplied by different set temperatures is unified to the water consumption that can be supplied at the standard temperature, and for the technical solution of this part, reference may be made to the following description of other embodiments.
In this embodiment, after obtaining the water consumption that can be supplied by the different set temperatures of the water heater, continue to carry out the next work, that is, according to the water consumption that corresponds to the different time periods of every day in the historical water consumption days and the water consumption that can be supplied by the different set temperatures of the water heater, determine the set temperatures that correspond to the different time periods of every day in the historical water consumption days respectively. In this step, it can be determined from a matching relationship between two water consumption amounts, for example, it is finally determined that:
the first day:
00:00-02:00: setting the temperature at 40 ℃ (because the water consumption of the setting temperature at 40 ℃ is 5 liters, the water consumption requirement of 0 liter in the time period can be met, and the principle like the above is followed and is not explained one by one);
02:00-04:00: setting the temperature at 40 ℃;
04:00-06:00: setting the temperature at 40 ℃;
06:00-08:00: setting the temperature at 50 ℃ (because the water consumption at the temperature of 50 ℃ is 10 liters, the water consumption in the time period can be 10 liters, and the following is similar to the principle, and the principle is not explained one by one);
08:00-10:00: setting the temperature at 50 ℃;
10:00-12:00: setting the temperature at 40 ℃;
12:00-14:00: setting the temperature at 40 ℃;
14:00-16:00: setting the temperature at 40 ℃;
16:00-18:00: setting the temperature at 40 ℃;
18:00-20:00: setting the temperature at 60 ℃;
20:00-22:00: setting the temperature at 70 ℃;
22:00-24:00: setting the temperature at 40 ℃;
the next day:
00:00-02:00: setting the temperature at 40 ℃;
02:00-04:00: setting the temperature at 40 ℃;
04:00-06:00: setting the temperature at 40 ℃;
06:00-08:00: setting the temperature at 50 ℃;
08:00-10:00: setting the temperature at 40 ℃;
10:00-12:00: setting the temperature at 40 ℃;
12:00-14:00: setting the temperature at 40 ℃;
14:00-16:00: setting the temperature at 40 ℃;
16:00-18:00: setting the temperature at 40 ℃;
18:00-20:00: setting the temperature at 60 ℃;
20:00-22:00: setting the temperature at 70 ℃;
22:00-24:00: setting the temperature at 50 ℃;
and on the third day:
00:00-02:00: setting the temperature at 40 ℃;
02:00-04:00: setting the temperature at 40 ℃;
04:00-06:00: setting the temperature at 40 ℃;
06:00-08:00: setting the temperature at 40 ℃;
08:00-10:00: setting the temperature at 50 ℃;
10:00-12:00: setting the temperature at 40 ℃;
12:00-14:00: setting the temperature at 50 ℃;
14:00-16:00: setting the temperature at 40 ℃;
16:00-18:00: setting the temperature at 40 ℃;
18:00-20:00: setting the temperature at 60 ℃;
20:00-22:00: setting the temperature at 70 ℃;
22:00-24:00: setting the temperature at 50 ℃;
the fourth day:
00:00-02:00: setting the temperature at 40 ℃;
02:00-04:00: setting the temperature at 40 ℃;
04:00-06:00: setting the temperature at 40 ℃;
06:00-08:00: setting the temperature at 50 ℃;
08:00-10:00: setting the temperature at 50 ℃;
10:00-12:00: setting the temperature at 40 ℃;
12:00-14:00: setting the temperature at 50 ℃;
14:00-16:00: setting the temperature at 40 ℃;
16:00-18:00: setting the temperature at 40 ℃;
18:00-20:00: setting the temperature at 60 ℃;
20:00-22:00: setting the temperature at 70 ℃;
22:00-24:00: setting the temperature at 40 ℃;
the fifth day:
00:00-02:00: setting the temperature at 40 ℃;
02:00-04:00: setting the temperature at 40 ℃;
04:00-06:00: setting the temperature at 40 ℃;
06:00-08:00: setting the temperature at 50 ℃;
08:00-10:00: setting the temperature at 55 ℃;
10:00-12:00: setting the temperature at 40 ℃;
12:00-14:00: setting the temperature at 50 ℃;
14:00-16:00: setting the temperature at 40 ℃;
16:00-18:00: setting the temperature at 40 ℃;
18:00-20:00: setting the temperature at 60 ℃;
20:00-22:00: setting the temperature at 70 ℃;
22:00-24:00: setting the temperature at 40 ℃;
the sixth day:
00:00-02:00: setting the temperature at 40 ℃;
02:00-04:00: setting the temperature at 40 ℃;
04:00-06:00: setting the temperature at 40 ℃;
06:00-08:00: setting the temperature at 50 ℃;
08:00-10:00: setting the temperature at 40 ℃;
10:00-12:00: setting the temperature at 40 ℃;
12:00-14:00: setting the temperature at 40 ℃;
14:00-16:00: setting the temperature at 40 ℃;
16:00-18:00: setting the temperature at 40 ℃;
18:00-20:00: setting the temperature at 70 ℃;
20:00-22:00: setting the temperature at 70 ℃;
22:00-24:00: the temperature was set at 40 ℃.
It should be noted that, in order to prevent the user's small probability water use event, the temperature may be set to be a lower 40 ℃ set temperature in the time period when the water use amount is 0, so as to ensure that the water use requirement of the user can be met when the user's temporary small probability water use event occurs. However, if the energy saving is concerned, the heating function can be turned off in the time period when the water consumption is 0, so as to save energy consumption. Therefore, the lower set temperature of 40 ℃ can be set or the heating function of the water heater can be turned off in the time period when the water consumption is 0 according to specific requirements.
After the set temperatures corresponding to different time periods of each day in the historical water consumption days are determined, the set temperatures corresponding to different time periods of each day in the future water consumption process of the water heater need to be predicted according to the above contents.
For example, for each time period, the highest set temperature corresponding to the time period in the 6 days may be selected as the set temperature prediction value corresponding to the time period. For example, for a time period 08:00-10:00 of a day, the corresponding maximum set temperature in the 6 days is the 55 ℃ set temperature, and therefore, the 55 ℃ set temperature may be taken as the set temperature prediction value corresponding to the time period. Further, the set temperature with the largest number of occurrences corresponding to the time period in the 6 days may also be selected as the set temperature prediction value corresponding to the time period. For example, also for a time period 08:00 to 10:00 of a day, the 55 ℃ set temperature appears 1 time, the 40 ℃ set temperature appears 2 times, and the 50 ℃ set temperature appears 3 times, and therefore, the 50 ℃ set temperature with the largest number of appearances can be taken as the set temperature prediction value corresponding to the time period. Furthermore, the predicted value of the set temperature corresponding to the time period can also be determined according to the voting result of the user on the set temperature which appears in the 6 days corresponding to the time period. For example, the voting results of the user for the set temperature that appears corresponding to the time period in the 6 days are 40 ℃ -0 tickets, 55 ℃ -0 tickets, and 50 ℃ -3 tickets, so that the set temperature of 50 ℃ at which the number of votes is the largest can be determined as the predicted value of the set temperature corresponding to the time period.
In this embodiment, it should be noted that two implementations of selecting the highest set temperature or the set temperature with the largest occurrence number as the set temperature prediction value corresponding to the time period are respectively given above. It is understood that the maximum set temperature is selected as the set temperature prediction value corresponding to the time period to satisfy the demand for hot water use, that is, the maximum set temperature is selected as the set temperature prediction value corresponding to the time period to consider the hot water satisfaction rate. The set temperature with the largest occurrence frequency is selected as the set temperature predicted value corresponding to the time period, so that the accuracy of the use of hot water can be met, namely the accuracy is considered by selecting the set temperature with the largest occurrence frequency as the set temperature predicted value corresponding to the time period. When the processing is actually carried out, the two factors can be comprehensively considered, and the processing is realized by setting a probability threshold. For example, when the frequency of occurrence of a certain set temperature exceeds the probability threshold, the set temperature is used as a set temperature predicted value corresponding to the time period, and if not, the highest set temperature is used as the set temperature predicted value corresponding to the time period.
In addition, in this embodiment, it should be noted that, when predicting the water consumption data based on the historical water consumption days, it is not preferable that the historical water consumption days are more, and actually, since the longer-term behavior has less influence on the current behavior, the longer-term behavior data needs to be appropriately "forgotten", and tests prove that the accuracy is affected by too many days or too few days, and the prediction result obtained for the 14 days of historical water consumption days is relatively good.
According to the technical scheme, the automatic control method of the water heater provided by the embodiment of the invention can predict the set temperatures of the water heater in different time periods corresponding to the future water using process according to the water consumption corresponding to different time periods in the historical water using process and the water consumption which can be supplied by the water heater at different set temperatures, and further control the water heater according to the predicted set temperatures of the water heater in different time periods corresponding to the future water using process. Therefore, the embodiment of the invention realizes the prediction of the set temperatures of the water heaters in different time periods corresponding to the future water consumption process by combining the water consumption corresponding to different time periods in the historical water consumption process and the water consumption capable of being supplied by different set temperatures of the water heaters, thereby providing the automatic control method of the water heater capable of self-adapting to the water consumption behaviors of the users, solving the problem that the users manually reserve the temperature of the water heater, and also enabling the water heater to run in a low-energy consumption mode on the premise of guaranteeing the water consumption requirement, thereby realizing the intelligent control of the water heater.
Based on the content of the foregoing embodiment, in this embodiment, the step 101 determines the water consumption corresponding to different time periods in the historical water consumption process, which may be specifically implemented as follows:
step 101': determining standard temperature water consumption corresponding to different time periods in the historical water consumption process; the standard temperature water consumption is the water consumption corresponding to the standard temperature condition by converting the water consumption corresponding to the different temperature conditions.
In this embodiment, in order to solve the problem that the water consumption can not be compared under different temperatures, this embodiment has adopted the water consumption under the different temperatures to standardize through unified standard temperature, obtains the mode of standard temperature water consumption. The processing mode of the embodiment has the advantages that: the problem of whether the water consumption corresponding to each time period has comparability when the temperature in the water heater is different in different time periods is not considered any more.
Based on the content of the foregoing embodiment, in this embodiment, the step 101' determines the standard temperature water consumption corresponding to different time periods in the historical water consumption process, which may be specifically implemented as follows:
step A1: determining actual water consumption, liner temperature and water inlet temperature corresponding to different time periods in the historical water consumption process;
step A2: determining standard temperature water consumption corresponding to different time periods in the historical water consumption process by utilizing a first preset standard temperature water consumption model according to actual water consumption, temperature in the liner and water inlet temperature corresponding to different time periods in the historical water consumption process; the first preset standard temperature water consumption model is a model representing the corresponding relation between actual water consumption and standard temperature water consumption under different liner temperatures and water inlet temperatures;
in this embodiment, when determining the standard temperature water consumption corresponding to different time periods in the historical water consumption process, the processing methods of steps a1-a2 are adopted, and the analysis is integrated to obtain that the actual water consumption corresponding to different time periods in the historical water consumption process can be converted into the standard temperature water consumption through the first preset standard temperature water consumption model. Because the actual water consumption corresponding to different time periods in the historical water consumption process is converted into the water consumption at the standard temperature, more accurate prediction results can be obtained when the actual water consumption is calculated and predicted according to the water consumption at the standard temperature corresponding to different time periods in the historical water consumption process, and the influence of fluctuation factors of different temperatures on the water consumption parameter is eliminated through the treatment.
In this embodiment, it can be understood that the first preset standard temperature water consumption model is a model representing a corresponding relationship between actual water consumption under different temperature conditions and standard temperature water consumption unified to the standard temperature conditions. In addition, in this embodiment, a specific form of the first preset standard temperature water consumption model is further specifically given:
Figure BDA0002204272760000181
wherein Q is1Represents the water consumption at the first standard temperature, Q0Represents the actual water consumption, T1Indicating the temperature, T, in the bladder0Denotes the standard temperature, T2Indicating the temperature of the incoming water.
It should be noted that, the first preset standard temperature water consumption model mentioned in the embodiment is not limited to the above one form, and may also be other forms of models according to needs, such as:
Figure BDA0002204272760000182
wherein k is1Denotes a first adjustment factor, the value of which can be set according to the actual requirement, k1An adjusting factor, k, representing the influence of the difference between the inlet water temperature and the temperature in the liner and the standard temperature on the relation between the actual water consumption and the standard temperature1The value of (A) is 0.8-0.95.
Based on the content of the foregoing embodiment, in this embodiment, the step 102 determines the water consumption that can be supplied by the water heater at different set temperatures, which can be specifically implemented by:
step 102': and determining the standard temperature water consumption which can be supplied by different set temperatures of the water heater.
In this embodiment, in order to solve the problem that the water consumption that the water heater can supply at different set temperatures cannot be well unified, this embodiment adopts a mode that the water consumption that the different set temperatures of water heater can supply is standardized through unifying standard temperature so as to obtain the standard temperature water consumption that the different set temperatures of water heater can supply. The processing mode of the embodiment has the advantages that: no longer considering the question of whether the water consumption can be supplied at different set temperatures is comparable.
Based on the content of the foregoing embodiment, in this embodiment, the step 102' determines the water consumption at the standard temperature that can be supplied by the water heater at different set temperatures, which can be specifically implemented as follows:
step B1: determining rated capacity of the water heater;
step B2: according to different set temperatures of the water heater, the inlet water temperature and the rated capacity of the water heater, determining standard temperature water consumption which can be supplied by the different set temperatures of the water heater by utilizing a second preset standard temperature water consumption model;
the second preset standard temperature water consumption model is a model representing the corresponding relation between the rated capacity of the water heater and the standard temperature water consumption which can be supplied under different set temperatures and water inlet temperatures.
In this embodiment, when the standard temperature water consumption that the different temperature settings of definite water heater can be supplied is being determined, the processing mode of step B1-B2 has been adopted, it can know to synthesize the analysis, predetermine standard temperature water consumption model through the second and can turn into standard temperature water consumption with the water consumption that different temperature settings can be supplied, thereby obtain the standard temperature water consumption that different temperature settings can be supplied, and then make follow-up when utilizing the standard temperature water consumption that different temperature settings can be supplied and the standard temperature water consumption that different time quantums correspond in the historical water process to match, can obtain more accurate matching result.
In addition, in this embodiment, a specific form of the second preset standard temperature water consumption model is further specifically given:
Figure BDA0002204272760000191
wherein Q is2To representWater consumption at the second standard temperature, Q represents rated capacity of the water heater, T3Indicating the set temperature, T0Denotes the standard temperature, T2Indicating the temperature of the incoming water.
It should be noted that the second preset standard temperature water consumption model mentioned in this embodiment is not limited to the above-mentioned one form, and may also be other forms of models according to needs, such as:
Figure BDA0002204272760000201
wherein k is2Represents a second adjustment factor, the value of which can be set according to the actual need, k2An adjustment factor, k, representing the magnitude of the effect of the difference between the inlet water temperature and the set temperature and the standard temperature in the water heater on the relationship between the rated capacity of the water heater and the standard temperature water consumption that the water heater can supply2Is 0.7-0.95.
Based on the content of the foregoing embodiment, in this embodiment, the step 103 predicts the set water heater temperatures in different time periods corresponding to the future water usage process according to the water usage amounts corresponding to different time periods in the historical water usage process and the water usage amounts that can be supplied by different set water heater temperatures, and may specifically be implemented as follows:
step 103': and predicting the set temperatures of the water heaters in different corresponding time periods in the future water using process according to the standard temperature water consumption corresponding to different time periods in the historical water using process and the standard temperature water consumption which can be supplied by the water heaters at different set temperatures.
In this embodiment, it should be noted that, as the processing in the above embodiments is performed, the standard temperature water consumption corresponding to different time periods in the historical water consumption process and the standard temperature water consumption capable of being supplied by different set temperatures of the water heater are obtained, and then the set temperatures of the water heater corresponding to different time periods in the future water consumption process are predicted in a manner of mutually matching and mapping the standard temperature water consumption according to the standard temperature water consumption corresponding to different time periods in the historical water consumption process and the standard temperature water consumption capable of being supplied by different set temperatures of the water heater. When the standard temperature water consumption matching mapping is carried out, a principle needs to be followed, namely that the standard temperature water consumption which can be supplied by the water heater is more than or equal to the standard temperature water consumption corresponding to the corresponding time period in the historical water consumption process, and the standard temperature water consumption corresponding to the corresponding time period in the historical water consumption process needs to be closest to the standard temperature water consumption.
In addition, when standard temperature water consumption matches the mapping, can also utilize two to set up the water consumption interval that corresponds between the temperature to carry out the discretization processing to the standard temperature water consumption that different time quantums correspond among the historical water use process, avoid the influence of the abnormal data of sensor to the result. For example, assume that the standard temperature water usage that can be supplied at the 40 ℃ set temperature is 10 liters; if the water consumption which can be supplied by the set temperature of 45 ℃ is 15 liters, the corresponding water consumption (15-10 to 5 liters) between the set temperature of 40 ℃ and the set temperature of 45 ℃ can be used for discretizing the water consumption at the standard temperature corresponding to different time periods in the historical water using process, that is, the water consumption at the standard temperature corresponding to different time periods in the historical water using process is processed into discrete data points of 5 liters, 10 liters, 15 liters, 20 liters and 25 liters.
Based on the content of the foregoing embodiment, in this embodiment, the step 103' predicts the set water heater temperatures in different time periods corresponding to the future water use process according to the standard temperature water consumption corresponding to different time periods in the historical water use process and the standard temperature water consumption that can be supplied by different set water heater temperatures, and may be specifically implemented by the following manners:
step C1: determining the set temperature of the water heater corresponding to different time periods in the historical water consumption days according to the standard temperature water consumption corresponding to different time periods in the historical water consumption days and the standard temperature water consumption which can be supplied by the water heater at different set temperatures;
step C2: according to the set temperatures of the water heaters corresponding to different time periods in one day in the historical water consumption days, the set temperatures of the water heaters corresponding to different time periods in one day in the future water consumption process are predicted.
In this embodiment, the set temperatures of the water heaters corresponding to different time periods of a day in the historical water consumption days are determined according to the standard temperature water consumption corresponding to different time periods of the day in the historical water consumption days and the standard temperature water consumption capable of being supplied by different set temperatures of the water heaters, and then the set temperatures of the water heaters corresponding to different time periods of the day in the future water consumption process are predicted according to the set temperatures of the water heaters corresponding to different time periods of the day in the historical water consumption days.
Based on the content of the foregoing embodiment, in this embodiment, the step C2 is to predict the set temperatures of the water heater at different time periods corresponding to different days in the future water usage process according to the set temperatures of the water heater at different time periods corresponding to different days in the historical water usage days, and may specifically be implemented as follows:
step C21: sending the set temperatures of the water heater corresponding to different time periods in the historical water consumption days to user side equipment;
step C22: receiving voting values of the set temperatures of the water heaters corresponding to different time periods in one day, which are sent by user side equipment;
step C23: and predicting the set temperature of the water heater at different time periods corresponding to one day in the future water using process according to the voting values of the set temperature of the water heater at different time periods corresponding to one day.
In the embodiment, the set temperatures corresponding to different time periods of a day in the future water using process of the water heater are determined through a temperature voting mechanism. In this embodiment, a probability threshold may be set, and the larger the probability threshold, the lower the tolerance to the small probability water consumption event, for example, for the set temperature of a certain time period of history for 6 days (the set temperature matched in step 103), a voting mechanism is used to vote for the set temperature that should be set for the time period in the future day, where the voting mechanism is: and sending the set temperatures of the water heaters corresponding to different time periods in the historical 6 days to user end equipment, and then voting the set temperatures of the water heaters corresponding to different time periods in the historical 6 days by the user respectively. For example, it is assumed that the set temperatures corresponding to the time periods 00:00-02:00 in the history 6 days are determined to be 40 ℃, 45 ℃, 40 ℃ and 40 ℃ after matching in step 103, then the set temperatures are sent to the user, the user votes for the set temperatures, and finally the statistical voting result is: the vote value for the 40 ℃ setting temperature was 5, and the vote value for the 45 ℃ setting temperature was 1, and it was found that the vote ratio for the 40 ℃ setting temperature was 5/6-0.83, and the vote ratio for the 45 ℃ setting temperature was 1/6-0.16. When the ratio of the number of votes at a certain set temperature (which means the ratio of the number of votes at a certain set temperature to the number of days of historical water use) exceeds a set probability threshold (which may be 0.8), the set temperature is set as a predicted set temperature for the time zone of the day in the future (also referred to as a predicted value of the set temperature corresponding to the time zone). As can be seen from the above example, for the time period 00:00-02:00 of the 6 days of the above example, the vote ratio of the 40 ℃ set temperature exceeds the set probability threshold of 0.8, and therefore the 40 ℃ set temperature can be taken as the predicted set temperature for that time period on the future day. When the user votes and finds that the set temperature vote ratio does not exceed the set probability threshold, the highest gear of all the corresponding set temperatures in the history is selected as the predicted set temperature of the time period in the future day, for example, for the time period 00:00-02:00 in the 6 days of the above example, the set temperature of 45 ℃ is selected as the predicted set temperature of the time period in the future day (as in the scheme described in the following embodiment).
As can be seen from the above solution, in the present embodiment, because the temperature voting mechanism is utilized, the set temperature at which the ratio of votes exceeds the set probability threshold is used as the predicted set temperature, so that the predicted set temperature can be guaranteed to be in accordance with the water consumption behavior of the user with the maximum probability. In addition, the embodiment carries out probability estimation on the accidental water use event, and realizes tolerance control on the water use event with small probability by controlling the probability threshold parameter.
Based on the content of the foregoing embodiment, in this embodiment, the step C2 is to predict the set temperatures of the water heater at different time periods corresponding to different days in the future water usage process according to the set temperatures of the water heater at different time periods corresponding to different days in the historical water usage days, and may specifically be implemented as follows:
determining the highest set temperature corresponding to different time periods in one day according to the set temperature of the water heater corresponding to different time periods in the historical water consumption days;
and taking the maximum set temperature corresponding to different time periods in one day as the set temperature of the water heater corresponding to different time periods in one day in the future water using process.
In this embodiment, different from the above embodiments, the highest set temperature of all set temperatures in different historical water consumption days corresponding to each time period is directly used as the predicted value of the set temperature corresponding to different time periods in a future water consumption process without using a voting mechanism, so that it is ensured that the predicted set temperature can meet the water consumption demand of the user with the maximum probability.
It should be noted that the number of days of historical water usage described in the present embodiment is, by default, a number of consecutive days of historical water usage, but if the water heater does not have consecutive days of historical water usage, the date of missing water usage data may be ignored. However, in practical applications, the number of days for which water use data is allowed to be lost may be set, and when the number of days for which water use data is lost exceeds the number of days for which water use data is allowed to be lost, the water heater is not predicted. If the number of days for which water consumption data is missing exceeds 3 days, the water heater is not predicted. For example, when the device does not have 14 consecutive days of data, the last 14 days of data may be selected, ignoring the missing date. The number of missing days allowed in this example is 3 days, and the water heater is not predicted beyond 3 days.
Based on the content of the foregoing embodiment, in this embodiment, the automatic control method for a water heater further includes:
determining temperature data corresponding to different time periods in the future water using process;
correcting the predicted set temperatures of the water heaters in different time periods in the future water use process according to the air temperature data corresponding to different time periods in the future water use process;
and correspondingly, controlling the water heater by using the corrected set temperature.
In the embodiment, in order to realize the fine prediction of the water heater in each time period of the future day, the external air temperature data is further considered, which is particularly important for the areas with obvious outdoor air temperature change. The specific implementation method is different from the embodiment in that after the set temperatures corresponding to different time periods of a day in the future water using process are obtained, the set temperatures corresponding to different time periods of the day in the future water using process are corrected by using the air temperature data corresponding to different time periods of the day in the future water using process, and then the water heater is automatically controlled by using the corrected set temperatures. Specifically, when the correction is performed, the correspondence relationship may be adopted such that the set temperature increases by 5 degrees (not more than 75 degrees at the maximum) for each 10 degrees decrease in the air temperature.
Based on the content of the foregoing embodiment, in this embodiment, the automatic control method for a water heater further includes:
determining the electricity saving quantity after the water heater is automatically controlled by adopting the predicted set temperatures of the water heater at different time periods in the future water using process;
determining the power consumption after the water heater is automatically controlled by adopting the predicted set temperatures of the water heater at different time periods in the future water using process;
and determining the electricity saving cost according to the electricity saving quantity, the electricity consumption and the step electricity price model.
In this embodiment, after the implementation of the automatic control method for a water heater provided by this embodiment is further provided, the electricity consumption cost can be saved, so that the user can visually see the electricity saving amount, and the user experience can be improved.
In this embodiment, first, when the water heater is turned on, the original set temperature data before the water heater is turned on is recorded (if the water heater is not turned on, the water heater will heat and keep warm at the original set temperature), and after the water heater is turned on, the water heater will automatically adjust the predicted set temperature output by this embodiment. The power saving amount after the function is started is estimated by a fitting formula by using the original set temperature, the predicted set temperature output by the embodiment, the ambient temperature and the water consumption data. After the electricity saving amount is calculated, the heating time of the equipment, the rated power of the equipment and the step electricity price data of the local area are obtained, and the electricity consumption amount during the running period of the equipment is calculated. And then calculating the saved electricity fee (electricity consumption + electricity saving amount) 1-electricity consumption 2 according to the step electricity price. Wherein electricity prices 1 and 2 are stepped electricity prices.
According to the above description and analysis, the automatic control method for the water heater provided by the embodiment can adapt to the water consumption behavior of the user, so that the water heater can operate in a low energy consumption mode on the premise of guaranteeing the water consumption requirement. In addition, the embodiment also utilizes a temperature voting mechanism, and the temperature with the ratio of the votes exceeding the set probability threshold is used as the predicted set temperature, so that the set temperature can be ensured to be in accordance with the water using behavior of the user with the maximum probability. In addition, in another embodiment, the maximum temperature is used as the predicted set temperature, which ensures that the set temperature meets the water demand of the user with the maximum probability.
In addition, the embodiment can also tolerate a certain degree of data loss, because the water usage habit of the user in a certain period of time in a short period of time changes little, and therefore even if the data in a certain period of time is lost in a certain day, the final prediction result is not influenced significantly.
In addition, the present embodiment can also allow a certain degree of abnormal value, because the present embodiment discretizes the actual standard temperature water consumption by the standard temperature water consumption corresponding to the temperature interval, it can effectively avoid the influence of the maximum or minimum abnormal value on the result.
In this embodiment, it should be noted that the automatic control method of the water heater provided in this embodiment may be applied to a water storage type electric water heater for water used for bathing or dining. Of course, the present invention is not limited to this, and the automatic control method of the water heater provided in this embodiment can also be used in water storage type electric water heaters for other purposes according to actual needs.
Based on the same inventive concept, another embodiment of the present invention provides an automatic control device for a water heater, referring to fig. 2, the automatic control device for a water heater provided by this embodiment comprises: a first determination module 11, a second determination module 12, a prediction module 13, and a control module 14, wherein:
the first determining module 11 is used for determining water consumption corresponding to different time periods in the historical water consumption process;
the second determining module 12 is used for determining the water consumption which can be supplied by the water heater at different set temperatures;
the prediction module 13 is used for predicting the water heater set temperatures in different time periods corresponding to the future water use process according to the water consumption corresponding to different time periods in the historical water use process and the water consumption which can be supplied by different set temperatures of the water heater;
and the control module 14 is used for controlling the water heater according to the predicted set temperatures of the water heater at different corresponding time periods in the future water using process.
Since the automatic water heater control device provided by the present embodiment can be used for executing the automatic water heater control method described in the above embodiments, and the operation principle and the beneficial effects are similar, detailed descriptions are omitted here, and specific contents can be referred to the description of the above embodiments.
Based on the same inventive concept, another embodiment of the present invention provides a water heater including the automatic control device of the water heater as described in the above embodiment.
Since the water heater provided by the embodiment includes the automatic control device for the water heater described in the above embodiment, the operation principle and the beneficial effects are similar, and therefore detailed description is omitted here, and specific contents can be referred to the description of the above embodiment.
Based on the same inventive concept, another embodiment of the present invention provides an electronic device, which specifically includes the following components, with reference to fig. 3: a processor 301, a memory 302, a communication interface 303, and a communication bus 304;
the processor 301, the memory 302 and the communication interface 303 complete mutual communication through the communication bus 304; the communication interface 303 is used for realizing information transmission between related devices such as modeling software, an intelligent manufacturing equipment module library and the like;
the processor 301 is configured to call a computer program in the memory 302, and when the processor executes the computer program, the processor implements all the steps of the automatic control method for the water heater, for example, when the processor executes the computer program, the processor implements the following steps: determining the water consumption corresponding to different time periods in the historical water consumption process; determining the water consumption which can be supplied by the water heater at different set temperatures; predicting the set water heater temperatures in different time periods corresponding to the future water use process according to the water use amounts corresponding to different time periods in the historical water use process and the water use amounts which can be supplied by different set water heater temperatures; and controlling the water heater according to the predicted set temperatures of the water heater at different time periods in the future water using process.
It should be noted that the electronic device mentioned in this embodiment may be a mobile terminal, and may also be a cloud server.
Based on the same inventive concept, yet another embodiment of the present invention provides a non-transitory computer-readable storage medium, having a computer program stored thereon, which when executed by a processor implements all the steps of the above automatic control method for a water heater, for example, the processor implements the following steps when executing the computer program: determining the water consumption corresponding to different time periods in the historical water consumption process; determining the water consumption which can be supplied by the water heater at different set temperatures; predicting the set water heater temperatures in different time periods corresponding to the future water use process according to the water use amounts corresponding to different time periods in the historical water use process and the water use amounts which can be supplied by different set water heater temperatures; and controlling the water heater according to the predicted set temperatures of the water heater at different time periods in the future water using process.
In addition, the logic instructions in the memory may be implemented in the form of software functional units and may be stored in a computer readable storage medium when sold or used as a stand-alone product. Based on such understanding, the technical solution of the present invention may be embodied in the form of a software product, which is stored in a storage medium and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and other various media capable of storing program codes.
The above-described embodiments of the apparatus are merely illustrative, and the units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of 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 of the present invention. One of ordinary skill in the art can understand and implement it without inventive effort.
Through the above description of the embodiments, those skilled in the art will clearly understand that each embodiment can be implemented by software plus a necessary general hardware platform, and certainly can also be implemented by hardware. Based on such understanding, the above technical solutions substantially or contributing to the prior art may be embodied in the form of a software product, which may be stored in a computer readable storage medium, such as ROM/RAM, magnetic disk, optical disk, etc., and includes several instructions for enabling a computer device (which may be a personal computer, a server, or a network device, etc.) to execute the automatic water heater control method according to the various embodiments or some parts of the embodiments.
In the description of the present invention, it should be noted that the terms "upper", "lower", and the like indicate orientations or positional relationships based on the orientations or positional relationships shown in the drawings, which are merely for convenience in describing the present invention and simplifying the description, and do not indicate or imply that the referred device or element must have a specific orientation, be constructed in a specific orientation, and operate, and thus, should not be construed as limiting the present invention. Unless expressly stated or limited otherwise, the terms "mounted," "connected," and "connected" are intended to be inclusive and mean, for example, that they may be fixedly connected, detachably connected, or integrally connected; can be mechanically or electrically connected; they may be connected directly or indirectly through intervening media, or they may be interconnected between two elements. The specific meanings of the above terms in the present invention can be understood by those skilled in the art according to specific situations.
In addition, in the present invention, terms such as "first" and "second" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance or implicitly indicating the number of technical features indicated. Thus, a feature defined as "first" or "second" may explicitly or implicitly include at least one such feature. In the description of the present invention, "a plurality" means at least two, e.g., two, three, etc., unless specifically limited otherwise.
Moreover, in the present invention, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other identical elements in a process, method, article, or apparatus that comprises the element.
Furthermore, in the description herein, reference to the description of the term "one embodiment," "some embodiments," "an example," "a specific example," or "some examples," etc., means that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of the invention. In this specification, the schematic representations of the terms used above are not necessarily intended to refer to the same embodiment or example. Furthermore, the particular features, structures, materials, or characteristics described may be combined in any suitable manner in any one or more embodiments or examples. Furthermore, various embodiments or examples and features of different embodiments or examples described in this specification can be combined and combined by one skilled in the art without contradiction.
Finally, it should be noted that: the above examples are only intended to illustrate the technical solution of the present invention, but not to limit it; although the present invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; and such modifications or substitutions do not depart from the spirit and scope of the corresponding technical solutions of the embodiments of the present invention.

Claims (9)

1. An automatic control method for a water heater is characterized by comprising the following steps:
determining standard temperature water consumption corresponding to different time periods in the historical water consumption process; the standard temperature water consumption is obtained by converting water consumption corresponding to different temperature conditions into water consumption corresponding to the standard temperature conditions;
determining the standard temperature water consumption which can be supplied by different set temperatures of the water heater;
according to the standard temperature water consumption corresponding to different time periods in the historical water consumption process and the standard temperature water consumption which can be supplied by different set temperatures of the water heater, the set temperatures of the water heater corresponding to different time periods in the future water consumption process are predicted;
controlling the water heater according to the predicted set temperatures of the water heater at different time periods corresponding to the future water using process;
wherein, the standard temperature water consumption that the different temperature settings of confirming the water heater can supply specifically includes:
according to different set temperatures of the water heater, the inlet water temperature and the rated capacity of the water heater, determining standard temperature water consumption which can be supplied by the different set temperatures of the water heater by utilizing a second preset standard temperature water consumption model;
the second preset standard temperature water consumption model is a model representing the corresponding relation between the rated capacity of the water heater and the standard temperature water consumption which can be supplied under different set temperatures and inlet water temperatures;
wherein, the second preset standard temperature water consumption model is as follows:
Figure FDA0002540693130000011
wherein Q is2Expressing the water consumption at the second standard temperature, Q expressing the rated capacity of the water heater, T3Indicating the set temperature, T0Denotes the standard temperature, T2Representing the temperature of inlet water;
wherein, according to the standard temperature water consumption that the different time quantum of historical water use in-process corresponds and the standard temperature water consumption that the different temperature settings of water heater can supply, the water heater temperature settings of the corresponding different time quantum in the prediction future water use in-process specifically includes:
determining the set temperature of the water heater corresponding to different time periods in the historical water consumption days according to the standard temperature water consumption corresponding to different time periods in the historical water consumption days and the standard temperature water consumption which can be supplied by the water heater at different set temperatures;
according to the set temperatures of the water heaters corresponding to different time periods in one day in the historical water consumption days, the set temperatures of the water heaters corresponding to different time periods in one day in the future water consumption process are predicted;
wherein, according to the water heater temperature setting that different time quantums correspond in the different time quantums of one day in the historical water use day, predict the water heater temperature setting of different time quantums that corresponding one day in the future water use process, specifically include:
sending the set temperatures of the water heater corresponding to different time periods in the historical water consumption days to user side equipment;
receiving voting values of the set temperatures of the water heaters corresponding to different time periods in one day, which are sent by user side equipment;
and predicting the set temperature of the water heater at different time periods corresponding to one day in the future water using process according to the voting values of the set temperature of the water heater at different time periods corresponding to one day.
2. The automatic control method of the water heater according to claim 1, wherein the determining of the standard temperature water consumption corresponding to different time periods in the historical water consumption process specifically comprises:
determining actual water consumption, liner temperature and water inlet temperature corresponding to different time periods in the historical water consumption process;
determining standard temperature water consumption corresponding to different time periods in the historical water consumption process by utilizing a first preset standard temperature water consumption model according to actual water consumption, temperature in the liner and water inlet temperature corresponding to different time periods in the historical water consumption process;
the first preset standard temperature water consumption model is a model representing the corresponding relation between actual water consumption and standard temperature water consumption under different liner temperatures and water inlet temperatures.
3. The automatic control method of the water heater according to claim 2, wherein the first preset standard temperature water consumption model is:
Figure FDA0002540693130000021
wherein Q is1Represents the water consumption at the first standard temperature, Q0Represents the actual water consumption, T0Denotes the standard temperature, T1Indicating the temperature, T, in the bladder2Indicating the temperature of the incoming water.
4. The automatic control method of the water heater according to claim 1, further comprising:
determining temperature data corresponding to different time periods in the future water using process;
correcting the predicted set temperatures of the water heaters in different time periods in the future water use process according to the air temperature data corresponding to different time periods in the future water use process;
and correspondingly, controlling the water heater by using the corrected set temperature.
5. The automatic control method of the water heater according to claim 1, further comprising:
determining the electricity saving quantity after the water heater is automatically controlled by adopting the predicted set temperatures of the water heater at different time periods in the future water using process;
determining the power consumption after the water heater is automatically controlled by adopting the predicted set temperatures of the water heater at different time periods in the future water using process;
and determining the electricity saving cost according to the electricity saving quantity, the electricity consumption and the step electricity price model.
6. An automatic control device for a water heater, comprising:
the first determination module is used for determining the standard temperature water consumption corresponding to different time periods in the historical water consumption process; the standard temperature water consumption is obtained by converting water consumption corresponding to different temperature conditions into water consumption corresponding to the standard temperature conditions;
the second determining module is used for determining the water consumption of the standard temperature which can be supplied by the water heater at different set temperatures;
the prediction module is used for predicting the set temperatures of the water heaters in different time periods corresponding to the future water consumption process according to the standard temperature water consumption corresponding to different time periods in the historical water consumption process and the standard temperature water consumption which can be supplied by the water heaters at different set temperatures;
the control module is used for controlling the water heater according to the predicted set temperatures of the water heater at different corresponding time periods in the future water using process;
the second determining module is specifically configured to:
according to different set temperatures of the water heater, the inlet water temperature and the rated capacity of the water heater, determining standard temperature water consumption which can be supplied by the different set temperatures of the water heater by utilizing a second preset standard temperature water consumption model;
the second preset standard temperature water consumption model is a model representing the corresponding relation between the rated capacity of the water heater and the standard temperature water consumption which can be supplied under different set temperatures and inlet water temperatures;
wherein, the second preset standard temperature water consumption model is as follows:
Figure FDA0002540693130000041
wherein Q is2Expressing the water consumption at the second standard temperature, Q expressing the rated capacity of the water heater, T3Indicating the set temperature, T0Denotes the standard temperature, T2Representing the temperature of inlet water;
wherein the prediction module is specifically configured to:
determining the set temperature of the water heater corresponding to different time periods in the historical water consumption days according to the standard temperature water consumption corresponding to different time periods in the historical water consumption days and the standard temperature water consumption which can be supplied by the water heater at different set temperatures;
according to the set temperatures of the water heaters corresponding to different time periods in one day in the historical water consumption days, the set temperatures of the water heaters corresponding to different time periods in one day in the future water consumption process are predicted;
wherein, according to the water heater temperature setting that different time quantums correspond in the different time quantums of one day in the historical water use day, predict the water heater temperature setting of different time quantums that corresponding one day in the future water use process, specifically include:
sending the set temperatures of the water heater corresponding to different time periods in the historical water consumption days to user side equipment;
receiving voting values of the set temperatures of the water heaters corresponding to different time periods in one day, which are sent by user side equipment;
and predicting the set temperature of the water heater at different time periods corresponding to one day in the future water using process according to the voting values of the set temperature of the water heater at different time periods corresponding to one day.
7. A water heater comprising the automatic control device of the water heater as claimed in claim 6.
8. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor when executing the program implements the steps of the automatic control method of a water heater according to any one of claims 1 to 5.
9. A non-transitory computer-readable storage medium, on which a computer program is stored, wherein the computer program, when executed by a processor, implements the steps of the automatic control method for a water heater according to any one of claims 1 to 5.
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