CN114992703B - Heating furnace control method, device, equipment and storage medium - Google Patents
Heating furnace control method, device, equipment and storage medium Download PDFInfo
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- CN114992703B CN114992703B CN202110495371.1A CN202110495371A CN114992703B CN 114992703 B CN114992703 B CN 114992703B CN 202110495371 A CN202110495371 A CN 202110495371A CN 114992703 B CN114992703 B CN 114992703B
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- 238000010438 heat treatment Methods 0.000 title claims abstract description 353
- 238000000034 method Methods 0.000 title claims abstract description 74
- 238000012549 training Methods 0.000 claims description 14
- 238000004590 computer program Methods 0.000 claims description 12
- 230000008859 change Effects 0.000 claims description 5
- 238000007405 data analysis Methods 0.000 claims description 5
- 238000004891 communication Methods 0.000 claims description 4
- 238000012545 processing Methods 0.000 description 10
- 238000010586 diagram Methods 0.000 description 9
- 230000000694 effects Effects 0.000 description 7
- 238000001514 detection method Methods 0.000 description 4
- 230000008569 process Effects 0.000 description 4
- 230000004044 response Effects 0.000 description 4
- 238000013528 artificial neural network Methods 0.000 description 3
- 230000003993 interaction Effects 0.000 description 3
- 230000011664 signaling Effects 0.000 description 3
- 230000002159 abnormal effect Effects 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 238000006467 substitution reaction Methods 0.000 description 2
- 230000001360 synchronised effect Effects 0.000 description 2
- 238000013459 approach Methods 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000005540 biological transmission Effects 0.000 description 1
- 230000015572 biosynthetic process Effects 0.000 description 1
- 230000002452 interceptive effect Effects 0.000 description 1
- 238000010030 laminating Methods 0.000 description 1
- 238000010801 machine learning Methods 0.000 description 1
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- 238000003786 synthesis reaction Methods 0.000 description 1
- 230000036413 temperature sense Effects 0.000 description 1
Classifications
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24D—DOMESTIC- OR SPACE-HEATING SYSTEMS, e.g. CENTRAL HEATING SYSTEMS; DOMESTIC HOT-WATER SUPPLY SYSTEMS; ELEMENTS OR COMPONENTS THEREFOR
- F24D19/00—Details
- F24D19/10—Arrangement or mounting of control or safety devices
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24H—FLUID HEATERS, e.g. WATER OR AIR HEATERS, HAVING HEAT-GENERATING MEANS, e.g. HEAT PUMPS, IN GENERAL
- F24H9/00—Details
- F24H9/20—Arrangement or mounting of control or safety devices
Abstract
The application belongs to the technical field of heating furnaces, and particularly relates to a heating furnace control method, a heating furnace control device, heating furnace control equipment and a storage medium, which are used for improving the intelligent degree of heating furnace control. The heating stove control method comprises the following steps: determining the corresponding outdoor temperature of the heating furnace at the current moment; determining an optimal indoor temperature of a user at the outdoor temperature; determining the set temperature of the heating furnace according to the optimal indoor temperature; and sending control information to the heating stove, wherein the control information is used for indicating the heating stove to control the operation of the heating stove based on the set temperature. Through this scheme, can carry out real-time control to the operating temperature of heating stove according to outdoor temperature, can improve the intelligent degree of heating stove, can also make the settlement temperature of heating stove laminate current user demand more simultaneously, promote user experience.
Description
Technical Field
The application belongs to the technical field of heating equipment, and particularly relates to a heating furnace control method, a heating furnace control device, heating furnace control equipment and a heating furnace storage medium.
Background
The heating stove is a boiler which meets the heating requirements of people and is also called a heating stove. For example, wall-mounted stoves in a home setting are one of the common heating stoves.
In general, a temperature control is provided on a heating furnace, and a user needs to adjust a set temperature of the heating furnace in the vicinity of the heating furnace. Alternatively, the user may remotely control the heating stove in terms of temperature adjustment or the like through a remote control device (e.g., a remote control of the heating stove or a mobile phone of the user).
Therefore, the intelligent degree of the heating rate control is still to be improved depending on the active control of the heating furnace by the user in the mode.
Disclosure of Invention
In order to solve the above problems in the prior art, namely to improve the intelligent degree of heating stove control, the application provides a heating stove control method, a heating stove control device, heating stove control equipment and a storage medium.
In a first aspect, the present application provides a heating stove control method, applied to a server, the heating stove control method comprising:
determining the corresponding outdoor temperature of the heating furnace at the current moment;
determining an optimal indoor temperature of the user at the outdoor temperature;
determining the set temperature of the heating furnace according to the optimal indoor temperature;
and sending control information to the heating stove, wherein the control information is used for indicating the heating stove to control the operation of the heating stove based on the set temperature.
In one possible implementation, determining the set temperature of the heating stove based on the optimal indoor temperature includes:
determining a heating control area; and determining the set temperature of the heating furnace according to the heating control area and the optimal indoor temperature.
In one possible implementation, determining an optimal indoor temperature for a user at an outdoor temperature includes:
and determining the optimal indoor temperature of the user at the outdoor temperature based on the user temperature-sensing model, wherein the user temperature-sensing model is used for estimating the optimal indoor temperature corresponding to the user.
In one possible implementation, the user temperature model is trained by:
constructing an initial temperature sensing model;
and training an initial temperature sensing model based on sample data to obtain a user temperature sensing model, wherein the sample data comprises outdoor temperatures and indoor temperatures corresponding to a plurality of time points.
In one possible implementation manner, the heating furnace control method further includes:
acquiring an actual temperature set by a user and an outdoor temperature corresponding to the actual temperature;
and adjusting model parameters of the user temperature-sensing model according to the actual temperature and the outdoor temperature corresponding to the actual temperature.
In one possible implementation, determining an optimal indoor temperature for a user at an outdoor temperature includes:
based on the big data analysis, an optimal indoor temperature for the user at the outdoor temperature is determined.
In one possible implementation, determining an outdoor temperature corresponding to the heating stove at a current time includes:
receiving outdoor temperature corresponding to the current moment of a heating stove from electronic equipment, wherein the electronic equipment comprises a user terminal, a temperature sensor or the heating stove which are in communication connection with a server;
or determining the outdoor temperature corresponding to the heating stove at the current moment through the internet.
In a second aspect, the present application provides a heating stove control method applied to a heating stove, the heating stove control method comprising:
receiving control information from a server, wherein the control information is used for indicating the heating furnace to control the operation of the heating furnace based on a set temperature, the set temperature is determined by the server according to an optimal indoor temperature, and the optimal indoor temperature is determined according to an outdoor temperature corresponding to the heating furnace at the current moment;
based on the set temperature, the operation of the heating furnace is controlled.
Before receiving the control information from the server in one possible implementation, the method further includes: the outdoor temperature is sent to the server.
In a third aspect, the present application provides a heating stove control device applied to a server, the heating stove control device comprising: comprising the following steps:
the determining module is used for determining the outdoor temperature corresponding to the heating stove at the current moment and determining the optimal indoor temperature of a user at the outdoor temperature;
the determining module is also used for determining the set temperature of the heating furnace according to the optimal indoor temperature;
and the sending module is used for sending control information to the heating stove, and the control information is used for indicating the heating stove to control the operation of the heating stove based on the set temperature.
In a fourth aspect, the present application provides a heating stove control device applied to a heating stove, the heating stove control device comprising:
the receiving module is used for receiving control information from the server, the control information is used for indicating the heating furnace to control the operation of the heating furnace based on a set temperature, the set temperature is determined by the server according to the optimal indoor temperature, and the optimal indoor temperature is determined according to the outdoor temperature corresponding to the heating furnace at the current moment;
and the control module is used for controlling the operation of the heating furnace based on the set temperature.
In a fifth aspect, the present application provides an electronic device, comprising: a processor and a memory; the memory stores a computer program; the processor, when executing the computer program stored in the memory, implements the heating furnace control method provided in the first aspect or the second aspect.
In a sixth aspect, the present application provides a heating furnace control system, comprising: heating stove and server; a server for performing the heating furnace control method as described in the first aspect; a heating furnace for performing the heating furnace control method as described in the second aspect.
In a seventh aspect, the present application provides a computer-readable storage medium having stored therein computer-executable instructions for implementing the heating furnace control method provided in the first or second aspect when executed by a processor.
In an eighth aspect, the present application provides a computer program product comprising a computer program which, when executed by a processor, implements the heating stove control method provided in the first or second aspect above.
It can be understood by those skilled in the art that in the application, the server can determine the optimal indoor temperature in real time according to the outdoor temperature and then determine the set temperature of the heating stove according to the optimal indoor temperature, so as to control the heating stove to operate according to the set temperature, realize real-time control of the operating temperature of the heating stove, improve the intelligent degree of the heating stove, and simultaneously enable the indoor temperature to be more suitable for the current user demand and improve the user experience.
Drawings
Preferred embodiments of a heating furnace control method, apparatus, heating furnace, and storage medium of the present application are described below with reference to the accompanying drawings. The attached drawings are as follows:
FIG. 1 is an exemplary diagram of an application scenario provided in an embodiment of the present application;
fig. 2 is a signaling interaction diagram of a heating stove control method according to an embodiment of the present application;
fig. 3 is a signaling interaction diagram of a heating stove control method according to another embodiment of the present application;
FIG. 4 is a flowchart of a training method for a user temperature sensing model according to an embodiment of the present application;
fig. 5 is a signaling interactive diagram of a heating stove control method according to another embodiment of the present application;
fig. 6 is a schematic structural view of a heating stove control device according to an embodiment of the present application;
fig. 7 is a schematic structural diagram of a heating stove control device according to another embodiment of the present application;
fig. 8 is a schematic structural diagram of an electronic device according to an embodiment of the present application.
Detailed Description
First, it should be understood by those skilled in the art that these embodiments are merely for explaining the technical principles of the present application, and are not intended to limit the scope of the present application. Those skilled in the art can make adjustments as needed to suit a particular application.
The terminology used in the embodiments of the application is for the purpose of describing particular embodiments only and is not intended to be limiting of the application. As used in this embodiment of the application, the singular forms "a," "an," and "the" are intended to include the plural forms as well, unless the context clearly indicates otherwise.
It should be understood that the term "and/or" as used herein is merely one relationship describing the association of the associated objects, meaning that there may be three relationships, e.g., a and/or B, which may be expressed as: a exists alone, A and B exist together, and B exists alone. In addition, the character "/" herein generally indicates that the front and rear associated objects are an "or" relationship.
The words "if", as used herein, may be interpreted as "at … …" or "at … …" or "in response to a determination" or "in response to a detection", depending on the context. Similarly, the phrase "if determined" or "if detected (stated condition or event)" may be interpreted as "when determined" or "in response to determination" or "when detected (stated condition or event)" or "in response to detection (stated condition or event), depending on the context.
It should also be noted that the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a product or system that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such product or system. Without further limitation, an element defined by the phrase "comprising one … …" does not exclude that an additional identical element is present in a commodity or system comprising the element.
In the related art, one of the operating temperature adjustment modes of the heating stove is: the adjustment is performed by a temperature control arranged on the heating stove, for example, a display screen and/or buttons. However, this approach requires the user to be located in the area of the heating stove, and the adjustment process is very inconvenient when the user is not located in the area of the heating stove.
Another parameter adjustment mode of the heating stove is as follows: the user can control the heating stove through an application program on the user terminal. Taking a user terminal as an example of a mobile phone, a user can input the operation temperature of the heating stove to be adjusted on the mobile phone, and then the temperature input by the user is sent to the heating stove through the mobile phone, so that the remote control on the aspects of temperature adjustment and the like of the heating stove is realized.
Therefore, the intelligent degree of the heating rate control is still to be improved depending on the active control of the heating furnace by the user in the mode.
In order to solve the problems, the embodiment of the application provides a heating stove control method. According to the method, the server determines the optimal indoor temperature in real time according to the outdoor temperature, and then determines the set temperature of the heating stove according to the optimal indoor temperature, so that the running temperature of the heating stove is controlled in real time, the intelligent degree of the heating stove is improved, meanwhile, the indoor temperature can be more attached to the current user demand, and the user experience is improved.
Next, an application scenario of the embodiment of the present application will be described with reference to the drawings.
Fig. 1 is an exemplary diagram of an application scenario provided in an embodiment of the present application. As shown in fig. 1, the application scenario includes a server 101 and a heating stove 102, where the server 101 is communicatively connected to the heating stove 103.
In some embodiments, the server 101 is, for example, a local server, a cloud server, a distributed server, a blockchain node server, or the like, and embodiments of the present application are not limited in detail.
In practical application, the server 101 may acquire a current outdoor temperature of a location where the heating furnace is located, and determine an optimal indoor temperature corresponding to the outdoor temperature according to the outdoor temperature; obtaining the set temperature of the heating furnace 102 according to the optimal indoor temperature; then, control information for instructing the heating furnace 102 to operate at the set temperature is transmitted to the heating furnace 102.
Correspondingly, after the heating furnace 102 receives the control information, the heating furnace operates according to the set temperature, so that the indoor temperature is adjusted to be the optimal indoor temperature, the indoor temperature is enabled to be more fit with the current user demand, and the user experience is improved.
It should be appreciated that although fig. 1 shows one server 101 and one heating furnace 102, it is not meant to limit the respective numbers, and that multiple servers 101 or multiple heating furnaces 102 may be included depending on different scenario requirements. Namely, the scene can also be: the control of a plurality of heating furnaces can be realized through one server, or the control of one heating furnace can be realized through a plurality of servers.
The following describes embodiments of the present application and how the technical solutions of the present application solve the above technical problems in detail with specific embodiments. The following embodiments may be combined with each other, and the same or similar concepts or processes may not be described in detail in some embodiments. Embodiments of the present application will be described below with reference to the accompanying drawings.
Fig. 2 is a flow chart of a heating stove control method according to an embodiment of the present application, as shown in fig. 2, in the heating stove control method according to the embodiment of the present application, a server and a heating stove execute the following steps:
s201, the server determines the outdoor temperature corresponding to the heating stove at the current moment.
S202, the server determines the optimal indoor temperature of the user at the outdoor temperature.
In practical applications, there are various ways to determine the optimal indoor temperature according to the outdoor temperature, which are not listed here, for example, in one implementation, the optimal indoor temperature may be determined according to the correspondence between the outdoor temperature and the optimal indoor temperature.
Specifically, a plurality of sets of corresponding relations between outdoor temperatures and optimal indoor temperatures are stored in the server, and when the server determines the outdoor temperatures, the optimal indoor temperatures can be determined according to the corresponding relations. Through this scheme, can also promote the determination efficiency of heating stove settlement temperature when guaranteeing settlement temperature accuracy.
S203, the server determines the set temperature of the heating furnace according to the optimal indoor temperature.
Similarly, in this step, the set temperature of the heating furnace may be determined according to the correspondence between the optimal indoor temperature and the set temperature. Specifically, the corresponding relation between the optimal indoor temperature and the set temperature is stored in the server, when the server determines the indoor optimal temperature, the set temperature of the heating stove can be determined according to the corresponding relation, and the principle and the beneficial effects are the same as those of the above steps, and are not repeated here.
S204, the server sends control information to the heating stove.
The control instruction comprises a set temperature, and the control information is used for indicating the heating stove to control the operation of the heating stove based on the set temperature.
In one aspect, the heating furnace may directly receive control information sent by the server. For example, the heating furnace and the server may communicate directly by wireless means, i.e. the server may send control information directly to the heating furnace by wireless means.
On the other hand, the heating furnace may indirectly receive the control information transmitted from the server. For example, the heating furnace may be connected to a server through an intelligent home gateway in a home, so that control information from the server is acquired through the intelligent home gateway.
S205, the heating stove receives control information from the server and controls the operation of the heating stove based on the set temperature.
Correspondingly, after receiving the control information, the heating furnace acquires the set temperature from the control information and operates according to the set temperature, so that the operation control of the heating furnace is realized, and the scheme for operating according to the set temperature can refer to the prior art and is not repeated here.
According to the embodiment of the application, the running temperature of the heating furnace can be controlled in real time according to the outdoor temperature, the intelligent degree of the heating furnace can be improved, the set temperature of the heating furnace can be more fit with the current user demand, and the user experience is improved.
In some embodiments, if the server detects that the heating stove is not started, after the control information is generated or after the set temperature is determined, a user is reminded to start the heating stove, or a starting instruction is sent to the heating stove, and a starting circuit of the heating stove responds to the starting instruction to control the heating stove to start, so that convenience in control of the heating stove is further improved.
In other embodiments, if the server detects that the heating stove is not started, after the control information is generated, the control information may be cached and sent to the heating stove temporarily, and the state of the heating stove is monitored. When the starting-up of the heating furnace is detected, the cached control information is sent to the heating furnace, so that the server does not need to repeatedly generate the same control instruction, and the convenience of heating furnace control is further improved. And after the server sends the cached control information to the heating stove, deleting the control information.
Alternatively, after the heating furnace is started, an inquiry message may be sent to the server, where the inquiry message is used to inquire whether the server has control information that is not issued. After receiving the inquiry message, the server sends the control information to the heating stove if detecting that the undelivered control information exists, so that the undelivered control information in the server is prevented from being missed in an active inquiry mode of the heating stove, and the convenience of heating stove control is further improved.
Fig. 3 is a schematic flow chart of a heating stove control method according to another embodiment of the present application. The embodiment of the application is described in more detail on the basis of the above embodiment, as shown in fig. 3, and the heating stove control method provided by the embodiment of the application specifically includes the following steps:
s301, the server determines the outdoor temperature corresponding to the heating stove at the current moment.
In practical applications, the server determines the outdoor temperature corresponding to the current time in various manners, and the embodiment of the application is not limited in detail. For example, in one aspect, a server may receive an outdoor temperature corresponding to a current time of day from a heating stove of an electronic device, wherein the electronic device includes a user terminal, a temperature sensor, or a heating stove communicatively coupled to the server.
In this scheme, through the outdoor temperature that receives electronic equipment to send, the outdoor temperature that corresponds of heating stove current moment can be embodied more accurately to the temperature that obtains, and then improves the accuracy of heating stove operating temperature adjustment, promotes user experience.
On the other hand, the server can also determine the outdoor temperature corresponding to the heating stove at the current moment through the Internet. The server can be connected with the weather server to acquire temperature information of the current heating stove from the weather server, so that the outdoor temperature corresponding to the heating stove at the current moment can be determined. In this scheme, confirm the temperature that heating stove current moment corresponds through the internet, its efficiency is higher, and then can promote heating stove operating temperature's regulation efficiency.
In some embodiments, when determining the outdoor temperature corresponding to the current time of the heating stove, the server may perform the process in real time, that is, acquire the current outdoor temperature in real time, and adjust the operating temperature of the heating stove in real time according to the outdoor temperature, so as to further improve the instantaneity of temperature adjustment of the heating stove, and improve user experience.
However, since the change in the outdoor temperature is small over a period of time, if the outdoor temperature is acquired in real time, the data processing pressure of the server and the heating furnace may be increased. Thus, in other embodiments, the server may also be periodic in determining the outdoor temperature to which the heating stove corresponds at the current time, i.e. periodically determining the outdoor temperature to which the current time corresponds at certain time intervals. As for the time interval, the embodiment of the present application is not particularly limited, and for example, the outdoor temperature corresponding to the current time may be measured every 1 hour.
Through this scheme, can also reduce the acquisition number of times of outdoor temperature when satisfying user's heating demand to reduce the data processing pressure of server and heating stove.
In other embodiments, the server may detect the outdoor temperature corresponding to the heating stove in real time, and acquire the current outdoor temperature when it is determined that the change value of the current outdoor temperature in the preset time is greater than the preset temperature, thereby controlling the heating stove according to the current outdoor temperature. The size of the preset time and the preset temperature is not particularly limited in the embodiment of the application. For example, taking the preset time of 1 hour and the preset temperature of 2 ℃ as an example, the following steps are: if the outdoor temperature continuously drops by 2 ℃ within 1 hour, the outdoor temperature corresponding to the current moment of the heating furnace is obtained.
Through this scheme, both can reduce the data processing pressure of server and heating stove, can also make the settlement temperature of heating stove laminate current user demand more, promote user experience.
S302, the server determines the optimal indoor temperature of the user at the outdoor temperature based on the user temperature sensing model.
The user temperature sensing model is obtained by training based on historical indoor temperature and corresponding outdoor temperature, and is used for estimating the optimal indoor temperature corresponding to the user. As for the training process, it is shown in the following embodiments, and will not be described here again.
S303, the server determines the heating control area.
The heating control area is the area of a closed area where the heating furnace is located, for example, if the heating furnace is located in a living room, the heating control area is the area of the living room; for another example, if the heating furnace is located in a bathroom, the control area of the heating furnace is the area of the bathroom.
As for the method for obtaining the heating control area, the embodiment of the application is not particularly limited. In some embodiments, the setting may be performed by the user on a terminal device communicatively connected to the server, so that the heating control area is sent to the server through the terminal device, where the terminal device is, for example: a mobile phone, a heating stove, etc.
In other embodiments, the heating stove may also detect the related data of the heating control area of the area where the heating stove is located, and then send the detected related data to the server. By way of example, the closed area where the heating furnace is located can be measured by an infrared detection device, a radar detection device and the like on the heating furnace equipment, so that the related data of the heating control area of the area is obtained, and the measured related data is sent to a server; correspondingly, the server determines the corresponding heating control area of the heating stove according to the received related data. S304, the server determines the set temperature of the heating furnace according to the heating control area and the optimal indoor temperature.
In practical use, since the heating control areas corresponding to the respective heating furnaces are different, when the temperatures in the different heating control areas are adjusted to the optimal indoor temperatures, the corresponding set temperatures are also different. For example, if the current heating control area is larger, the heating furnace needs to operate according to a larger set temperature to adjust the indoor temperature to the optimal indoor temperature; correspondingly, if the current heating control area is smaller, the heating furnace operates according to the smaller set temperature, and the indoor temperature can be adjusted to the optimal indoor temperature.
In this embodiment, through heating control area and the best indoor temperature, the settlement temperature of heating stove is confirmed in synthesis, can obtain more accurate settlement temperature to make indoor temperature press close to user's demand more, promote user experience.
S305, the server sends control information to the heating stove.
S306, the heating stove receives control information from the server and controls the operation of the heating stove based on the set temperature.
The implementation principles and technical effects of S305 to S306 may refer to the descriptions of the foregoing embodiments, and are not repeated herein.
In the embodiment of the application, the server can determine the optimal indoor temperature of the user at the outdoor temperature based on the user temperature model, so that the optimal indoor temperature can be determined more quickly and accurately, and the control effect of the heating furnace is improved. In addition, the server can comprehensively determine the set temperature of the heating furnace through the heating control area and the optimal indoor temperature, the influence of the heating control area on the set temperature is eliminated, the control effect of the heating furnace is further improved, the indoor temperature is more close to the user demand, and the user experience is further improved.
Fig. 4 is a flowchart of a user temperature sensing model training method according to an embodiment of the application. The execution main body of the method is the server, as shown in fig. 4, and the user temperature-sensing model training method comprises the following steps:
s401, constructing an initial temperature sensing model.
In this step, since the temperature-sensing model is required to predict the optimal indoor temperature corresponding to the outdoor temperature, an initial temperature-sensing model needs to be constructed first, and the type of the initial temperature-sensing model is not particularly limited, for example, a deep belief neural network (Deep Belief Neural Network, DBN) model.
The DBN model consists of an input layer, an intermediate layer (hidden layer) and an output layer. The method can utilize an unsupervised layer-by-layer training method, and can quickly train the whole neural network layer by layer from bottom to top, so that the training efficiency of the user temperature sensing model is improved.
S402, training an initial temperature model based on sample data to obtain a user temperature model.
The sample data comprises outdoor temperatures and indoor temperatures corresponding to a plurality of time points.
In this step, when training the temperature-sensing model, firstly, building the corresponding relationship between the outdoor temperatures of a plurality of historical time points and the comfortable indoor temperatures corresponding to the outdoor temperatures, then inputting the corresponding relationship as sample data into the initial temperature-sensing model, taking the optimal indoor temperatures corresponding to different outdoor temperatures as sample output data, and performing model training on the initial temperature-sensing model based on a machine learning algorithm, thereby obtaining the user temperature-sensing model, and referring to the prior art for the specific scheme of model training, the description is omitted here.
In some embodiments, in order to better train the initial temperature-sensing model, in the embodiment of the application, the sample data can be normalized, namely, abnormal data which does not accord with the conventional rule is deleted, so that the inaccuracy of the trained user temperature-sensing model caused by adopting the abnormal data is avoided, the problem that the predicted optimal indoor temperature deviates is solved, and the accuracy of the user temperature-sensing model is further improved.
S403, acquiring the actual temperature set by the user and the outdoor temperature corresponding to the actual temperature.
S404, according to the actual temperature and the outdoor temperature corresponding to the actual temperature, adjusting model parameters of a user temperature sensing model.
In practical application, because the use habit and the temperature sense of different users are different, the set practical temperature is also different when the heating stove is used. Therefore, in the embodiment of the application, the model parameters of the user temperature-sensing model can be adjusted according to the actual temperature set by each user, so that the temperature-sensing model of the user is continuously corrected and optimized, the use habit and the temperature-sensing requirement of different users are better adapted, and the user experience is further improved.
In practical application, the optimal indoor temperature of the user at the outdoor temperature can be determined by big data analysis, and fig. 5 is a flow chart of a heating stove control method according to another embodiment of the present application. As shown in fig. 5, the method comprises the steps of:
s501, the server determines the outdoor temperature corresponding to the heating stove at the current moment.
The implementation principle and technical effect of step S501 may refer to the description of the foregoing embodiments, and are not repeated herein.
S502, the server determines the optimal indoor temperature of the user at the outdoor temperature based on big data analysis.
In this step, first, sample data for big data analysis needs to be obtained, and then the sample data is counted, so as to determine an optimal indoor temperature corresponding to each outdoor temperature according to the counted result.
In some embodiments, the sample data may be: and under different outdoor temperatures, the indoor temperatures corresponding to the plurality of heaters are different. For example, statistics may be performed on indoor temperatures corresponding to a plurality of heating furnaces managed by the server at different outdoor temperatures, so as to determine that the indoor temperature with the largest occurrence number at each outdoor temperature is the optimal indoor temperature corresponding to the outdoor temperature;
further, according to the statistical result, determining the optimal indoor temperature corresponding to the current outdoor temperature.
In the scheme, the outdoor temperature and the indoor temperature of different heating furnaces are counted, the data size is large, and more accurate counting results can be obtained, so that the accurate optimal indoor temperature is obtained.
In other embodiments, the sample data may be: when the same heating stove is at different outdoor temperatures, the corresponding indoor temperature is achieved. Specifically, the historical data of the heating stove can be counted to obtain indoor temperature values corresponding to different outdoor temperatures of the heating stove, and then the sample data is counted to determine that the indoor temperature with the largest occurrence number at each outdoor temperature is the optimal indoor temperature corresponding to the outdoor temperature.
In this scheme, through carrying out statistics to the outdoor temperature and the indoor temperature of same heating stove, the statistics result that obtains can embody the user's that every heating stove corresponds user demand more to obtain the best indoor temperature of laminating user's demand more, further promote user experience.
S503, the server determines the heating control area.
S504, the server determines the set temperature of the heating furnace according to the heating control area and the optimal indoor temperature.
S505, the server sends control information to the heating stove.
S506, the heating stove receives control information from the server and controls the operation of the heating stove based on the set temperature.
It should be noted that the implementation principles and technical effects of steps S503 to S506 may refer to the descriptions of the foregoing embodiments, and are not repeated herein.
Fig. 6 is a schematic structural diagram of a heating stove control device according to an embodiment of the present application. In the present embodiment, the heating furnace control device is applied to a server. As shown in fig. 6, the heating furnace control device 600 includes:
a determining module 601, configured to determine an outdoor temperature corresponding to the heating stove at a current time, and determine an optimal indoor temperature of a user at the outdoor temperature;
the determining module 601 is further configured to determine a set temperature of the heating stove according to the optimal indoor temperature;
the sending module 602 is configured to send control information to the heating stove, where the control information is used to instruct the heating stove to control operation of the heating stove based on the set temperature.
In one possible implementation, the determining module 601 is specifically configured to: determining a heating control area; and determining the set temperature of the heating furnace according to the heating control area and the optimal indoor temperature.
In one possible implementation, the determining module 601 is specifically configured to: and determining the optimal indoor temperature of the user at the outdoor temperature based on a user temperature-sensing model, wherein the user temperature-sensing model is used for estimating the optimal indoor temperature corresponding to the user.
In one possible implementation, the heating furnace control device 600 further includes: an acquisition module 603 and a processing module 604.
The processing module 604 is specifically configured to: constructing an initial temperature sensing model; based on sample data, training an initial temperature sensing model to obtain a user temperature sensing model, wherein the sample data comprises outdoor temperatures and indoor temperatures corresponding to a plurality of time points.
In one possible implementation manner, the obtaining module 603 is configured to obtain an actual temperature set by a user and an outdoor temperature corresponding to the actual temperature; and the processing module 604 is used for adjusting the model parameters of the user temperature sensing model according to the actual temperature and the outdoor temperature corresponding to the actual temperature.
In one possible implementation, the determining module 601 is specifically configured to: receiving outdoor temperature corresponding to the current moment of a heating stove from electronic equipment, wherein the electronic equipment comprises a user terminal, a temperature sensor or the heating stove which are in communication connection with a server; or determining the outdoor temperature corresponding to the heating stove at the current moment through the internet.
It should be understood that, in the heating furnace control device provided in fig. 6, the foregoing method embodiment corresponding to the server may be executed, and the implementation principle and the technical effect are similar, which are not repeated herein.
Fig. 7 is a schematic structural view of a heating stove control device according to another embodiment of the present application. In the present embodiment, the heating furnace control device is applied to a server. As shown in fig. 7, the heating furnace control device 700 includes:
the receiving module 701 is configured to receive control information from a server, where the control information is used to instruct the heating stove to control operation of the heating stove based on a set temperature, the set temperature is determined by the server according to an optimal indoor temperature, and the optimal indoor temperature is determined according to an outdoor temperature corresponding to the heating stove at a current moment;
the control module 702 is used for controlling the operation of the heating furnace based on the set temperature.
In one possible implementation, the heating furnace control device 700 further includes: a transmitting module 703, configured to transmit the outdoor temperature to the server.
It should be understood that, in fig. 7 and the provided heating furnace control device, the foregoing method embodiments of the heating furnace may be implemented, and the implementation principle and technical effects are similar, which are not repeated herein.
Fig. 8 is a schematic structural diagram of an electronic device according to an embodiment of the present application, as shown in fig. 8, where the electronic device includes: a processor 801 and a memory 802; memory 802 stores computer programs; the processor 801 executes a computer program stored in a memory to implement the steps of the heating furnace control method in the above-described method embodiments.
In the heating stove described above, the memory 802 and the processor 801 are electrically connected directly or indirectly to enable transmission or interaction of data. For example, the elements may be electrically connected to each other via one or more communication buses or signal lines, such as through a bus connection. The memory 802 stores therein computer-executable instructions for implementing a data access control method, including at least one software functional module that may be stored in the memory 802 in the form of software or firmware, and the processor 801 executes the software programs and modules stored in the memory 802 to thereby perform various functional applications and data processing.
The Memory 802 may be, but is not limited to, random access Memory (Random Access Memory, RAM), read Only Memory (ROM), programmable Read Only Memory (Programmable Read-Only Memory, PROM), erasable Read Only Memory (Erasable Programmable Read-Only Memory, EPROM), electrically erasable Read Only Memory (Electric Erasable Programmable Read-Only Memory, EEPROM), etc. The memory 802 is used for storing a program, and the processor 801 executes the program after receiving an execution instruction. Further, the software programs and modules within the memory 802 described above may also include an operating system, which may include various software components and/or drivers for managing system tasks (e.g., memory management, storage device control, power management, etc.), and may communicate with various hardware or software components to provide an operating environment for other software components.
The processor 801 may be an integrated circuit chip with signal processing capabilities. The processor 801 may be a general-purpose processor including a central processing unit (Central Processing Unit, abbreviated as CPU), a network processor (Network Processor, abbreviated as NP), and the like. The disclosed methods, steps, and logic blocks in the embodiments of the present application may be implemented or performed. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like.
Optionally, the electronic device is a heating stove or a display terminal. When the electronic device is a heating stove, the processor 801 performs the operations performed by the heating stove in the foregoing embodiments; when the electronic device is a display terminal, the processor 801 performs the operations performed by the display terminal in the foregoing embodiments.
An embodiment of the present application also provides a chip, including: a processor and a memory; the memory stores computer programs, and when the processor executes the computer programs stored in the memory, the steps of the heating stove control method in the above method embodiments are implemented.
An embodiment of the present application also provides a heating stove control system, including: heating stove and server; a server for executing the heating furnace control method executed by the server in the above-mentioned method embodiments; the heating furnace is used for executing the heating furnace control method executed by the heating furnace in each method embodiment.
The embodiment of the application also provides a computer readable storage medium, wherein the computer readable storage medium stores computer execution instructions which are used for realizing the steps of the heating stove control method in the method embodiments when being executed by a processor.
Embodiments of the present application also provide a computer program product having stored therein computer-executable instructions that, when executed by a processor, are configured to implement the steps of the heating furnace control method of the above-described method embodiments.
Those skilled in the art will appreciate that implementing all or part of the above-described methods may be accomplished by way of a computer program, which may be stored on a non-transitory computer readable storage medium and which, when executed, may comprise the steps of the above-described embodiments of the methods. Any reference to memory, storage, database, or other medium used in embodiments provided herein may include non-volatile and/or volatile memory. The nonvolatile memory can include Read Only Memory (ROM), programmable ROM (PROM), electrically Programmable ROM (EPROM), electrically Erasable Programmable ROM (EEPROM), or flash memory. Volatile memory can include Random Access Memory (RAM) or external cache memory. By way of illustration and not limitation, RAM is available in a variety of forms such as Static RAM (SRAM), dynamic RAM (DRAM), synchronous DRAM (SDRAM), double Data Rate SDRAM (DDRSDRAM), enhanced SDRAM (ESDRAM), synchronous Link DRAM (SLDRAM), memory bus direct RAM (RDRAM), direct memory bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM), among others.
Thus far, the technical solution of the present application has been described in connection with the preferred embodiments shown in the drawings, but it is easily understood by those skilled in the art that the scope of protection of the present application is not limited to these specific embodiments. Equivalent modifications and substitutions for related technical features may be made by those skilled in the art without departing from the principles of the present application, and such modifications and substitutions will be within the scope of the present application.
Claims (13)
1. A heating furnace control method, characterized by being applied to a server, the heating furnace control method comprising:
determining the corresponding outdoor temperature of the heating furnace at the current moment;
determining the optimal indoor temperature according to the corresponding relation between the outdoor temperature and the optimal indoor temperature;
determining the set temperature of the heating furnace according to the optimal indoor temperature;
transmitting control information to the heating furnace, wherein the control information is used for indicating the heating furnace to control the operation of the heating furnace based on the set temperature;
if the heating furnace is detected not to be started, the control information is cached and is not temporarily sent to the heating furnace, and the state of the heating furnace is monitored; when the starting of the heating furnace is detected, the cached control information is sent to the heating furnace;
wherein, confirm the outdoor temperature that heating stove corresponds at present moment, include: detecting the corresponding outdoor temperature of the heating furnace in real time, and acquiring the current outdoor temperature when the change value of the current outdoor temperature in the preset time is larger than the preset temperature;
the determining the set temperature of the heating stove according to the optimal indoor temperature comprises the following steps:
determining a heating control area;
and determining the set temperature of the heating furnace according to the heating control area and the optimal indoor temperature.
2. The heating furnace control method of claim 1, wherein the determining an optimal indoor temperature of a user at the outdoor temperature comprises:
and determining the optimal indoor temperature of the user at the outdoor temperature based on a user temperature-sensing model, wherein the user temperature-sensing model is used for estimating the optimal indoor temperature corresponding to the user.
3. The heating furnace control method according to claim 2, wherein the user temperature-sensing model is trained by:
constructing an initial temperature sensing model;
and training the initial temperature sensing model based on sample data to obtain the user temperature sensing model, wherein the sample data comprises outdoor temperatures and indoor temperatures corresponding to a plurality of time points.
4. The heating furnace control method according to claim 2, characterized by further comprising:
acquiring an actual temperature set by a user and an outdoor temperature corresponding to the actual temperature;
and adjusting model parameters of the user temperature sensing model according to the actual temperature and the outdoor temperature corresponding to the actual temperature.
5. The heating furnace control method of claim 1, wherein the determining an optimal indoor temperature of a user at the outdoor temperature comprises:
based on the big data analysis, an optimal indoor temperature of the user at the outdoor temperature is determined.
6. The heating furnace control method according to any one of claims 1 to 5, wherein the determining an outdoor temperature to which the heating furnace corresponds at the current time includes:
receiving outdoor temperature corresponding to the heating stove at the current moment from electronic equipment, wherein the electronic equipment comprises a user terminal, a temperature sensor or the heating stove which are in communication connection with the server;
or determining the outdoor temperature corresponding to the heating furnace at the current moment through the internet.
7. A heating furnace control method, characterized by being applied to a heating furnace, the heating furnace control method comprising:
receiving control information from a server, wherein the control information is used for indicating the heating stove to control the operation of the heating stove based on a set temperature, the set temperature is determined by the server according to an optimal indoor temperature, and the optimal indoor temperature is determined according to an outdoor temperature corresponding to the heating stove at the current moment;
wherein the outdoor temperature comprises: detecting the corresponding outdoor temperature of the heating furnace in real time, and acquiring the current outdoor temperature when the change value of the current outdoor temperature in the preset time is larger than the preset temperature;
wherein determining the set temperature according to the optimal indoor temperature comprises: determining a heating control area;
determining the set temperature of the heating furnace according to the heating control area and the optimal indoor temperature;
controlling the operation of the heating furnace based on the set temperature; if the heating furnace is detected not to be started, the control information is cached and temporarily not to be sent to the heating furnace, and the state of the heating furnace is monitored; when the starting-up of the heating furnace is detected, the cached control information is sent to the heating furnace.
8. The heating furnace control method of claim 7, further comprising, before receiving the control information from the server:
and sending the outdoor temperature to the server.
9. A heating furnace control device applied to the method of any one of claims 1 to 6, characterized by being applied to a server, the heating furnace control device comprising: comprising the following steps:
the determining module is used for determining the outdoor temperature corresponding to the heating stove at the current time, determining the optimal indoor temperature according to the corresponding relation between the outdoor temperature and the optimal indoor temperature, and determining the set temperature of the heating stove according to the optimal indoor temperature; wherein, confirm the outdoor temperature that heating stove corresponds at present moment, include: detecting the corresponding outdoor temperature of the heating furnace in real time, and acquiring the current outdoor temperature when the change value of the current outdoor temperature in the preset time is larger than the preset temperature;
the sending module is used for sending control information to the heating stove, and the control information is used for indicating the heating stove to control the operation of the heating stove based on the set temperature; if the heating furnace is detected not to be started, the control information is cached and temporarily not to be sent to the heating furnace, and the state of the heating furnace is monitored; when the starting-up of the heating furnace is detected, the cached control information is sent to the heating furnace.
10. A heating furnace control device applied to the method of any one of claims 7 to 8, characterized by being applied to a heating furnace, the heating furnace control device comprising:
the receiving module is used for receiving control information from a server, wherein the control information is used for indicating the heating stove to control the operation of the heating stove based on a set temperature, the set temperature is determined by the server according to an optimal indoor temperature, and the optimal indoor temperature is determined according to an outdoor temperature corresponding to the heating stove at the current moment;
the control module is used for controlling the operation of the heating furnace based on the set temperature; if the heating furnace is detected not to be started, the control information is cached and temporarily not to be sent to the heating furnace, and the state of the heating furnace is monitored; when the starting-up of the heating furnace is detected, the cached control information is sent to the heating furnace.
11. An electronic device, comprising:
a processor and a memory;
the memory stores a computer program;
the processor, when executing the computer program stored in the memory, implements the heating furnace control method of any one of claims 1 to 8.
12. A heating furnace control system, comprising: heating stove and server;
the server for executing the heating furnace control method of any one of claims 1 to 6;
the heating furnace for performing the heating furnace control method of claim 7 or 8.
13. A computer-readable storage medium, wherein computer-executable instructions are stored in the computer-readable storage medium, which when executed by a processor, are for implementing the heating furnace control method according to any one of claims 1 to 8.
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