CN110940028B - Air conditioner air supply control method and device, storage medium and processor - Google Patents
Air conditioner air supply control method and device, storage medium and processor Download PDFInfo
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- CN110940028B CN110940028B CN201811106490.8A CN201811106490A CN110940028B CN 110940028 B CN110940028 B CN 110940028B CN 201811106490 A CN201811106490 A CN 201811106490A CN 110940028 B CN110940028 B CN 110940028B
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- 238000000034 method Methods 0.000 title claims abstract description 36
- 238000012549 training Methods 0.000 claims abstract description 113
- 238000007664 blowing Methods 0.000 claims description 18
- 238000012545 processing Methods 0.000 claims description 14
- 238000004891 communication Methods 0.000 claims description 10
- 238000004378 air conditioning Methods 0.000 claims description 7
- 230000004044 response Effects 0.000 claims description 4
- 230000008878 coupling Effects 0.000 description 3
- 238000010168 coupling process Methods 0.000 description 3
- 238000005859 coupling reaction Methods 0.000 description 3
- 238000005034 decoration Methods 0.000 description 2
- 238000010586 diagram Methods 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 230000008569 process Effects 0.000 description 2
- 230000008859 change Effects 0.000 description 1
- 238000006243 chemical reaction Methods 0.000 description 1
- 238000004590 computer program Methods 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 230000006870 function Effects 0.000 description 1
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F11/00—Control or safety arrangements
- F24F11/30—Control or safety arrangements for purposes related to the operation of the system, e.g. for safety or monitoring
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F11/00—Control or safety arrangements
- F24F11/62—Control or safety arrangements characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values
- F24F11/63—Electronic processing
- F24F11/64—Electronic processing using pre-stored data
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F11/00—Control or safety arrangements
- F24F11/70—Control systems characterised by their outputs; Constructional details thereof
- F24F11/72—Control systems characterised by their outputs; Constructional details thereof for controlling the supply of treated air, e.g. its pressure
- F24F11/74—Control systems characterised by their outputs; Constructional details thereof for controlling the supply of treated air, e.g. its pressure for controlling air flow rate or air velocity
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F2110/00—Control inputs relating to air properties
- F24F2110/20—Humidity
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Abstract
The invention discloses an air supply control method and device of an air conditioner, a storage medium and a processor. Wherein, the method comprises the following steps: the method comprises the steps of training data uploaded by other variable frequency air conditioners through a model to obtain a command for controlling the air conditioner, obtaining air supply modes of the air conditioner, which are output by the model, at different time points in a time period by using temperature information and time information as input of the model, and controlling the air supply modes of the air conditioner in a preset space according to output of the model, so that the purpose of adjusting the air supply modes of the air conditioner according to training results by training the data uploaded by the air conditioner through the model is achieved. The air conditioner air supply method and the air conditioner air supply device solve the technical problem that the air conditioner air supply mode cannot be adjusted through big data in the prior art.
Description
Technical Field
The invention relates to the field of air conditioners, in particular to an air conditioner air supply control method and device, a storage medium and a processor.
Background
With the continuous development of computer technology, the intelligent control and regulation of products are more and more applied to the production and life of human schedules. Whether in hot summer or cold winter, people have higher and higher requirements on the indoor environment temperature, and people can manually control the required temperature as required in the daytime, but when people fall asleep at night, the regulation of the indoor environment temperature is obviously inconvenient to operate, so that the variable frequency air conditioner appears, and the host of the conventional variable frequency air conditioner automatically performs stepless speed change and can automatically provide the required cold (heat) quantity according to the room condition; when the indoor temperature reaches the expected value, the air conditioner main unit operates at a constant speed capable of accurately keeping the temperature, and the non-stop operation is realized, so that the stability of the ambient temperature is ensured.
In the prior art, a general inverter type air conditioner is generally provided with a microcomputer (computer), the core of the air conditioner for realizing the inverter is the inverter, if a fault occurs, the maintenance is inconvenient, parts can be reduced, products can be obtained, and the real-time inverter experience of a user is not good. Nowadays, the application of big data is more and more, how to apply the big data of the air conditioner in the control of the variable frequency air conditioner can realize intelligent frequency conversion without a frequency converter, so that the user experience is improved, and the problem to be solved urgently is solved.
Aiming at the problem that the air supply mode of the air conditioner can not be adjusted through big data in the prior art, an effective solution is not provided at present.
Disclosure of Invention
The embodiment of the invention provides an air conditioner air supply control method and device, a storage medium and a processor, and at least solves the technical problem that the air conditioner air supply mode cannot be adjusted through big data in the prior art.
According to an aspect of an embodiment of the present invention, there is provided an air supply control method for an air conditioner, including: using temperature information and time information as input of a model, wherein the temperature information comprises a current environment temperature and an expected environment temperature, the time information comprises a time period for the current environment temperature to reach the expected environment temperature, the model is obtained by training according to a plurality of groups of training data, and each group of training data in the plurality of groups of training data comprises: air supply modes at different time points in the time period; each set of training data is taken from data uploaded by other variable frequency air conditioners; obtaining an output of the model, wherein the output comprises: the command is used for controlling the air supply mode of the air conditioner at different time points in the time period; and controlling the air supply mode of the air conditioner in the preset space according to the output of the model.
Further, controlling an air blowing manner of the air conditioner in a predetermined space according to an output of the model includes: judging whether the difference value between the current environment temperature and the expected environment temperature is smaller than a first threshold value; if the difference value between the current environment temperature and the expected environment temperature is smaller than the first threshold value, the air conditioner keeps the air supply mode of the original air speed; and if the difference value between the current environment temperature and the expected environment temperature is greater than the first threshold value, adjusting the air supply speed of the air conditioner until the expected temperature is reached.
Further, each of the plurality of sets of training data includes: judging whether the training data exist in a local database of the air conditioner or not; when the training data exist in the local database of the air conditioner, the training data are directly called from the database; and when the training data do not exist in the local database of the air conditioner, acquiring the training data from a data center in a communication mode, wherein the data of the data center are uploaded by other variable-frequency air conditioners.
Further, before controlling the air supply manner of the air conditioner in the predetermined space according to the output of the model, the method further includes: acquiring the air conditioner control instruction, wherein the control instruction comprises: voice instructions and/or touch instructions; and responding to the control instruction, and controlling the air supply mode of the air conditioner in the preset space according to the output of the model.
According to another aspect of the embodiments of the present invention, there is also provided an air supply control device for an air conditioner, including: the model comprises an input unit and a comparison unit, wherein the input unit is used for inputting temperature information and time information of a model, the temperature information comprises a current environment temperature and an expected environment temperature, the time information comprises a time period for the current environment temperature to reach the expected environment temperature, the model is obtained by training according to a plurality of groups of training data, and each group of training data in the plurality of groups of training data comprises: air supply modes at different time points in the time period; each set of training data is taken from data uploaded by other variable frequency air conditioners; an obtaining unit configured to obtain an output of the model, wherein the output includes: the command is used for controlling the air supply mode of the air conditioner at different time points in the time period; a control unit for controlling an air blowing mode of the air conditioner in a predetermined space according to an output of the model.
Further, the control unit includes: the first judgment module is used for judging whether the difference value between the current environment temperature and the expected environment temperature is smaller than a first threshold value or not; the first processing module is used for keeping the air supply mode of the original air speed by the air conditioner if the difference value between the current environment temperature and the expected environment temperature is smaller than the first threshold value; and the second processing module is used for adjusting the air supply speed of the air conditioner until the air supply speed reaches the expected temperature if the difference value between the current environment temperature and the expected environment temperature is greater than the first threshold value.
Further, the input unit includes: the second judgment module is used for judging whether the training data exist in a local database of the air conditioner; the third processing module is used for directly calling the training data from the local database of the air conditioner when the training data exists in the local database of the air conditioner; and the fourth processing module is used for acquiring the training data from a data center in a communication mode when the training data do not exist in the local database of the air conditioner, wherein the data of the data center are uploaded data of other variable frequency air conditioners.
Further, the apparatus comprises: an obtaining unit, configured to obtain the air conditioner control instruction before controlling an air supply manner of the air conditioner in a predetermined space according to an output of the model, where the control instruction includes: voice instructions and/or touch instructions; and the response unit is used for responding to the control instruction and controlling the air supply mode of the air conditioner in the preset space according to the output of the model.
According to another aspect of the embodiments of the present invention, there is also provided a storage medium including a stored program, wherein the program is executed to execute any one of the air conditioner blowing control methods described above when running.
According to another aspect of the embodiments of the present invention, there is also provided a processor configured to execute a program, where the program executes the air conditioner air supply control method according to any one of the above.
In the embodiment of the invention, temperature information and time information are used as the input of a model, wherein the temperature information comprises the current environment temperature and the expected environment temperature, the time information comprises the time period when the current environment temperature reaches the expected environment temperature, the model is obtained by training according to a plurality of groups of training data, and each group of training data in the plurality of groups of training data comprises: air supply modes at different time points in a time period; each set of training data is taken from data uploaded by other variable frequency air conditioners; obtaining an output of the model, wherein the output comprises: the command is used for controlling the air supply mode of the air conditioner at different time points in a time period; the air supply mode of the air conditioner in the preset space is controlled according to the output of the model, the purpose that the air supply mode of the air conditioner is adjusted according to the training result by training data uploaded by the air conditioner through the model is achieved, and the technical problem that the air supply mode of the air conditioner cannot be adjusted through big data in the prior art is solved.
Drawings
The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this application, illustrate embodiment(s) of the invention and together with the description serve to explain the invention without limiting the invention. In the drawings:
fig. 1 is a flowchart of an air supply control method of an air conditioner according to an embodiment of the present invention;
fig. 2 is a schematic diagram of an air conditioner blowing control apparatus according to an embodiment of the present invention.
Detailed Description
In order to make the technical solutions of the present invention better understood, 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 only a part of the embodiments of the present invention, and not all of the embodiments. 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.
It should be noted that the terms "first," "second," and the like in the description and claims of the present invention and in the drawings described above are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used is interchangeable under appropriate circumstances such that the embodiments of the invention described herein are capable of operation in sequences other than those illustrated or described herein. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
There is also provided, in accordance with an embodiment of the present invention, a method embodiment of an air conditioning control method, it should be noted that the steps illustrated in the flowchart of the accompanying drawings may be performed in a computer system, such as a set of computer-executable instructions, and that, although a logical order is illustrated in the flowchart, in some cases, the steps illustrated or described may be performed in an order different than here.
Fig. 1 is a flowchart of an air-conditioning blowing control method according to an embodiment of the present invention, and as shown in fig. 1, the air-conditioning blowing control method includes the steps of:
step S102, temperature information and time information are used as input of a model, wherein the temperature information comprises a current environment temperature and an expected environment temperature, the time information comprises a time period when the current environment temperature reaches the expected environment temperature, the model is obtained by training according to a plurality of groups of training data, and each group of training data in the plurality of groups of training data comprises: air supply modes at different time points in a time period; each set of training data is obtained from data uploaded by other variable frequency air conditioners.
Wherein, each training data in the above-mentioned multiunit training data can all include: judging whether the local database of the air conditioner has data which can be trained; when the local database of the air conditioner stores data which can be trained, directly calling the training data from the database; and when the local database of the air conditioner does not have data which can be trained, acquiring the training data from the data center in a communication mode, wherein the data of the data center are data uploaded by other variable-frequency air conditioners. Wherein, other inverter air conditioners can include: the air conditioners with the uniform types and the uniform models can obtain data needing training directly from the cloud database and can also input the data into a local database of the air conditioners so that the air conditioners can be called directly from the local database.
Step S104, obtaining the output of the model, wherein the output comprises: and the command is used for controlling the air supply mode of the air conditioner at different time points in the time period.
And step S106, controlling the air supply mode of the air conditioner in the preset space according to the output of the model.
In step S106, controlling an air blowing manner of the air conditioner in the predetermined space according to the output of the model may include: judging whether the difference value between the current environment temperature and the expected environment temperature is smaller than a first threshold value; if the difference value between the current environment temperature and the expected environment temperature is smaller than a first threshold value, the air conditioner keeps the air supply mode of the original air speed; and if the difference value between the current environment temperature and the expected environment temperature is greater than a first threshold value, adjusting the air supply speed of the air conditioner until the expected temperature is reached. The predetermined space may include a bedroom space, a living room space, etc., which are not listed herein.
Through the steps, temperature information and time information are used as input of a model, wherein the temperature information comprises the current environment temperature and the expected environment temperature, the time information comprises a time period when the current environment temperature reaches the expected environment temperature, the model is obtained by training according to a plurality of groups of training data, and each group of training data in the plurality of groups of training data comprises: air supply modes at different time points in a time period; each set of training data is taken from data uploaded by other variable frequency air conditioners; obtaining an output of the model, wherein the output comprises: the command is used for controlling the air supply mode of the air conditioner at different time points in a time period; the air supply mode of the air conditioner in the preset space is controlled according to the output of the model, the purpose that the air supply mode of the air conditioner is adjusted according to the training result by training data uploaded by the air conditioner through the model is achieved, and the technical problem that the air supply mode of the air conditioner cannot be adjusted through big data in the prior art is solved.
As an alternative embodiment, before step S102, that is, before controlling the air supply mode of the air conditioner in the predetermined space according to the output of the model, the method further includes: acquiring an air conditioner control instruction, wherein the control instruction comprises the following steps: voice instructions and/or touch instructions; and responding to the control instruction, and controlling the air supply mode of the air conditioner in the preset space according to the output of the model.
It should be noted that when the air conditioner is turned on to operate, the operation of the air conditioner may be turned on through a voice command and a touch command, and the air conditioner adjusts the temperature of the predetermined space according to the model.
According to an embodiment of the present invention, an embodiment of an air supply control device for an air conditioner is further provided, and it should be noted that the air supply control device for an air conditioner may be configured to execute an air supply control method for an air conditioner in the embodiment of the present invention, that is, the air supply control method for an air conditioner in the embodiment of the present invention may be executed in the air supply control device for an air conditioner.
Fig. 2 is a schematic diagram of an air-conditioning blowing control apparatus according to an embodiment of the present invention, which may include, as shown in fig. 2: an input unit 21, an acquisition unit 23, and a control unit 25. The air-conditioning blowing control device will be described in detail below.
The input unit 21 is configured to input temperature information and time information of a model, where the temperature information includes a current ambient temperature and an expected ambient temperature, the time information includes a time period during which the current ambient temperature reaches the expected ambient temperature, the model is obtained by training according to a plurality of sets of training data, and each set of training data in the plurality of sets of training data includes: air supply modes at different time points in a time period; each set of training data is obtained from data uploaded by other variable frequency air conditioners.
Wherein, the input unit may further include: the second judgment module is used for judging whether training data exist in a local database of the air conditioner; the third processing module is used for directly calling the training data from the database when the local database of the air conditioner stores the training data; and the fourth processing module is used for acquiring training data from the data center in a communication mode when the training data do not exist in the local database of the air conditioner, wherein the data of the data center are uploaded by other variable frequency air conditioners.
An obtaining unit 23, configured to obtain an output of the model, where the output includes: and the command is used for controlling the air supply mode of the air conditioner at different time points in the time period.
And a control unit 25 for controlling an air blowing mode of the air conditioner in the predetermined space according to an output of the model.
Wherein, the control unit may further include: the first judgment module is used for judging whether the difference value between the current environment temperature and the expected environment temperature is smaller than a first threshold value or not; the first processing module is used for keeping the air supply mode of the original air speed by the air conditioner if the difference value between the current environment temperature and the expected environment temperature is smaller than a first threshold value; and the second processing module is used for adjusting the air supply speed of the air conditioner until the air supply speed reaches the expected temperature if the difference value between the current environment temperature and the expected environment temperature is greater than the first threshold value.
By the device, temperature information and time information of a model can be input through the input unit 21, wherein the temperature information comprises a current environment temperature and an expected environment temperature, the time information comprises a time period lasting when the current environment temperature reaches the expected environment temperature, the model is obtained by training according to a plurality of groups of training data, and each group of training data in the plurality of groups of training data comprises: air supply modes at different time points in a time period; each set of training data is taken from data uploaded by other variable frequency air conditioners; the output of the model may be acquired by the acquisition unit 23, wherein the output includes: the command is used for controlling the air supply mode of the air conditioner at different time points in a time period; the blowing mode of the air conditioner in the predetermined space is controlled by the control unit 25 according to the output of the model. The purpose of adjusting the air supply mode of the air conditioner according to the training result by training the data uploaded by the air conditioner through the model is achieved, and the technical problem that the air supply mode of the air conditioner cannot be adjusted through big data in the prior art is solved.
It should be noted that the input unit 21 in this embodiment may be configured to execute step S102 in this embodiment of the present invention, the obtaining unit 23 in this embodiment may be configured to execute step S104 in this embodiment of the present invention, and the control unit 25 in this embodiment may be configured to execute step S106 in this embodiment of the present invention. The modules are the same as the corresponding steps in the realized examples and application scenarios, but are not limited to the disclosure of the above embodiments.
As an alternative embodiment, the apparatus may further include: the obtaining unit is used for obtaining an air conditioner control instruction before controlling an air supply mode of an air conditioner in a preset space according to the output of the model, wherein the control instruction comprises the following steps: voice instructions and/or touch instructions; and a response unit for controlling an air supply manner of the air conditioner in the predetermined space according to the output of the model in response to the control instruction.
The air conditioner air supply control device comprises a processor and a memory, wherein the input unit 21, the acquisition unit 23, the control unit 25 and the like are stored in the memory as program units, and the processor executes the program units stored in the memory to realize corresponding functions.
The processor comprises a kernel, and the kernel calls the corresponding program unit from the memory. The kernel can be set to be one or more than one, the purpose of adjusting the air supply mode of the air conditioner according to the training result by adjusting the kernel parameters through the data uploaded by the model training air conditioner is achieved, and the technical problem that the air supply mode of the air conditioner cannot be adjusted through big data in the prior art is solved.
The memory may include volatile memory in a computer readable medium, Random Access Memory (RAM) and/or nonvolatile memory such as Read Only Memory (ROM) or flash memory (flash RAM), and the memory includes at least one memory chip.
An embodiment of the present invention provides a storage medium having a program stored thereon, the program implementing the air-conditioning blowing control method when executed by a processor.
The embodiment of the invention provides a processor, which is used for running a program, wherein the program executes the air supply control method of the air conditioner when running.
The embodiment of the invention provides equipment, which comprises a processor, a memory and a program which is stored on the memory and can run on the processor, wherein the processor executes the program and realizes the following steps: the method comprises the following steps of taking temperature information and time information as input of a model, wherein the temperature information comprises current environment temperature and expected environment temperature, the time information comprises a time period for the current environment temperature to reach the expected environment temperature continuously, the model is obtained by training according to a plurality of groups of training data, and each group of training data in the plurality of groups of training data comprises: air supply modes at different time points in a time period; each set of training data is taken from data uploaded by other variable frequency air conditioners; obtaining an output of the model, wherein the output comprises: the command is used for controlling the air supply mode of the air conditioner at different time points in a time period; and controlling the air supply mode of the air conditioner in the preset space according to the output of the model.
Controlling an air blowing manner of an air conditioner in a predetermined space according to an output of a model includes: judging whether the difference value between the current environment temperature and the expected environment temperature is smaller than a first threshold value; if the difference value between the current environment temperature and the expected environment temperature is smaller than a first threshold value, the air conditioner keeps the air supply mode of the original air speed; and if the difference value between the current environment temperature and the expected environment temperature is greater than a first threshold value, adjusting the air supply speed of the air conditioner until the expected temperature is reached.
Each set of training data in the plurality of sets of training data includes: judging whether training data exist in a local database of the air conditioner; when the local database of the air conditioner stores the training data, directly calling the training data from the database; and when the training data do not exist in the local database of the air conditioner, the training data are obtained from the data center in a communication mode, wherein the data of the data center are uploaded by other variable frequency air conditioners.
Before controlling the air supply mode of the air conditioner in the preset space according to the output of the model, the method further comprises the following steps: acquiring an air conditioner control instruction, wherein the control instruction comprises the following steps: voice instructions and/or touch instructions; and responding to the control instruction, and controlling the air supply mode of the air conditioner in the preset space according to the output of the model. The device herein may be a server, a PC, a PAD, a mobile phone, etc.
The present application further provides a computer program product adapted to perform a program for initializing the following method steps when executed on a data processing device: the method comprises the following steps of taking temperature information and time information as input of a model, wherein the temperature information comprises current environment temperature and expected environment temperature, the time information comprises a time period for the current environment temperature to reach the expected environment temperature continuously, the model is obtained by training according to a plurality of groups of training data, and each group of training data in the plurality of groups of training data comprises: air supply modes at different time points in a time period; each set of training data is taken from data uploaded by other variable frequency air conditioners; obtaining an output of the model, wherein the output comprises: the command is used for controlling the air supply mode of the air conditioner at different time points in a time period; and controlling the air supply mode of the air conditioner in the preset space according to the output of the model.
Controlling an air blowing manner of an air conditioner in a predetermined space according to an output of a model includes: judging whether the difference value between the current environment temperature and the expected environment temperature is smaller than a first threshold value; if the difference value between the current environment temperature and the expected environment temperature is smaller than a first threshold value, the air conditioner keeps the air supply mode of the original air speed; and if the difference value between the current environment temperature and the expected environment temperature is greater than a first threshold value, adjusting the air supply speed of the air conditioner until the expected temperature is reached.
Each set of training data in the plurality of sets of training data includes: judging whether training data exist in a local database of the air conditioner; when the local database of the air conditioner stores the training data, directly calling the training data from the database; and when the training data do not exist in the local database of the air conditioner, the training data are obtained from the data center in a communication mode, wherein the data of the data center are uploaded by other variable frequency air conditioners.
Before controlling the air supply mode of the air conditioner in the preset space according to the output of the model, the method further comprises the following steps: acquiring an air conditioner control instruction, wherein the control instruction comprises the following steps: voice instructions and/or touch instructions; and responding to the control instruction, and controlling the air supply mode of the air conditioner in the preset space according to the output of the model.
The above-mentioned serial numbers of the embodiments of the present invention are merely for description and do not represent the merits of the embodiments.
In the above embodiments of the present invention, the descriptions of the respective embodiments have respective emphasis, and for parts that are not described in detail in a certain embodiment, reference may be made to related descriptions of other embodiments.
In the embodiments provided in the present application, it should be understood that the disclosed technology can be implemented in other ways. The above-described embodiments of the apparatus are merely illustrative, and for example, the division of the units may be a logical division, and in actual implementation, there may be another division, for example, multiple units or components may be combined or integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection through some interfaces, units or modules, and may be in an electrical or other form.
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 units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
In addition, functional units in the embodiments of the present invention may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit. The integrated unit can be realized in a form of hardware, and can also be realized in a form of a software functional unit.
The integrated unit, if implemented in the form of a software functional unit and sold or used as a stand-alone product, may be stored in a computer readable storage medium. 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 Read-Only Memory (ROM), a Random Access Memory (RAM), a removable hard disk, a magnetic or optical disk, and other various media capable of storing program codes.
The foregoing is only a preferred embodiment of the present invention, and it should be noted that, for those skilled in the art, various modifications and decorations can be made without departing from the principle of the present invention, and these modifications and decorations should also be regarded as the protection scope of the present invention.
Claims (6)
1. An air supply control method of an air conditioner is characterized by comprising the following steps:
using temperature information and time information as input of a model, wherein the temperature information comprises a current environment temperature and an expected environment temperature, the time information comprises a time period for the current environment temperature to reach the expected environment temperature, the model is obtained by training according to a plurality of groups of training data, and each group of training data in the plurality of groups of training data comprises: air supply modes at different time points in the time period; each set of training data is taken from data uploaded by other variable frequency air conditioners;
obtaining an output of the model, wherein the output comprises: the command is used for controlling the air supply mode of the air conditioner at different time points in the time period;
controlling an air supply mode of the air conditioner in a preset space according to the output of the model, wherein each training data set of the plurality of training data sets comprises: judging whether the training data exist in a local database of the air conditioner or not; when the training data exist in the local database of the air conditioner, the training data are directly called from the database; when the training data do not exist in the local database of the air conditioner, the training data are obtained from a data center in a communication mode, wherein the data of the data center are uploaded by other variable-frequency air conditioners, and the air supply mode of the air conditioner in the preset space is controlled according to the output of the model comprises the following steps: judging whether the difference value between the current environment temperature and the expected environment temperature is smaller than a first threshold value; if the difference value between the current environment temperature and the expected environment temperature is smaller than the first threshold value, the air conditioner keeps the air supply mode of the original air speed; and if the difference value between the current environment temperature and the expected environment temperature is greater than the first threshold value, adjusting the air supply speed of the air conditioner until the expected environment temperature is reached.
2. The method according to claim 1, wherein before controlling the air blowing manner of the air conditioner in the predetermined space according to the output of the model, further comprising:
acquiring the air conditioner control instruction, wherein the control instruction comprises: voice instructions and/or touch instructions;
and responding to the control instruction, and controlling the air supply mode of the air conditioner in the preset space according to the output of the model.
3. An air supply control device of an air conditioner, characterized by comprising:
the model comprises an input unit and a comparison unit, wherein the input unit is used for inputting temperature information and time information of a model, the temperature information comprises a current environment temperature and an expected environment temperature, the time information comprises a time period for the current environment temperature to reach the expected environment temperature, the model is obtained by training according to a plurality of groups of training data, and each group of training data in the plurality of groups of training data comprises: air supply modes at different time points in the time period; each set of training data is taken from data uploaded by other variable frequency air conditioners;
an obtaining unit configured to obtain an output of the model, wherein the output includes: the command is used for controlling the air supply mode of the air conditioner at different time points in the time period;
a control unit for controlling an air blowing mode of the air conditioner in a predetermined space according to an output of the model, the input unit including: the second judgment module is used for judging whether the training data exist in a local database of the air conditioner; the third processing module is used for directly calling the training data from the local database of the air conditioner when the training data exists in the local database of the air conditioner; a fourth processing module, configured to, when the training data does not exist in the local database of the air conditioner, obtain the training data from a data center in a communication manner, where the data in the data center is data uploaded by other variable-frequency air conditioners, and the control unit includes: the first judgment module is used for judging whether the difference value between the current environment temperature and the expected environment temperature is smaller than a first threshold value or not; the first processing module is used for keeping the air supply mode of the original air speed by the air conditioner if the difference value between the current environment temperature and the expected environment temperature is smaller than the first threshold value; and the second processing module is used for adjusting the air supply speed of the air conditioner until the expected ambient temperature is reached if the difference value between the current ambient temperature and the expected ambient temperature is greater than the first threshold value.
4. The apparatus of claim 3, wherein the apparatus comprises:
an obtaining unit, configured to obtain the air conditioner control instruction before controlling an air supply manner of the air conditioner in a predetermined space according to an output of the model, where the control instruction includes: voice instructions and/or touch instructions;
and the response unit is used for responding to the control instruction and controlling the air supply mode of the air conditioner in the preset space according to the output of the model.
5. A storage medium characterized by comprising a stored program, wherein an apparatus in which the storage medium is located is controlled to execute the air-conditioning blowing control method according to claim 1 or 2 when the program is executed.
6. A processor configured to execute a program, wherein the program executes to perform the air conditioner blowing control method according to claim 1 or 2.
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Citations (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1081243A (en) * | 1992-07-09 | 1994-01-26 | 煜丰企业有限公司 | A kind of micro-computer controlling apparatus for air conditioner system |
| CN104913441A (en) * | 2015-05-29 | 2015-09-16 | 广东美的制冷设备有限公司 | Temperature adjustment time prediction method of air conditioner, controller and air conditioner |
| CN105333572A (en) * | 2015-11-12 | 2016-02-17 | 浪潮集团有限公司 | Intelligent air conditioner control system and method based on big data |
| CN106817909A (en) * | 2015-10-01 | 2017-06-09 | 松下知识产权经营株式会社 | Air conditioning control method, air conditioning control device and air-conditioning control program |
| CN106839284A (en) * | 2017-01-05 | 2017-06-13 | 广东美的暖通设备有限公司 | Air-cooled ducted air conditioner air-conditioning system and its indoor fan control method and device |
| CN107560090A (en) * | 2017-09-20 | 2018-01-09 | 珠海格力电器股份有限公司 | Air supply control method and device of air conditioner and terminal |
| CN107642876A (en) * | 2016-07-21 | 2018-01-30 | 青岛海尔空调器有限总公司 | For controlling the method and controller, air-conditioning of air conditioning exhausting amount |
| CN207050171U (en) * | 2017-07-22 | 2018-02-27 | 广州汉威装饰工程有限公司 | A kind of central air-conditioning quantity regulating device |
| CN107741084A (en) * | 2017-09-30 | 2018-02-27 | 广东美的制冷设备有限公司 | The recommendation method of air conditioner and its operational factor, system and big data server |
| CN108361927A (en) * | 2018-02-08 | 2018-08-03 | 广东美的暖通设备有限公司 | A kind of air-conditioner control method, device and air conditioner based on machine learning |
Family Cites Families (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106679104B (en) * | 2017-01-10 | 2020-02-07 | 美的集团股份有限公司 | Air conditioner air speed control method, controller and air conditioner |
-
2018
- 2018-09-21 CN CN201811106490.8A patent/CN110940028B/en active Active
Patent Citations (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1081243A (en) * | 1992-07-09 | 1994-01-26 | 煜丰企业有限公司 | A kind of micro-computer controlling apparatus for air conditioner system |
| CN104913441A (en) * | 2015-05-29 | 2015-09-16 | 广东美的制冷设备有限公司 | Temperature adjustment time prediction method of air conditioner, controller and air conditioner |
| CN106817909A (en) * | 2015-10-01 | 2017-06-09 | 松下知识产权经营株式会社 | Air conditioning control method, air conditioning control device and air-conditioning control program |
| CN105333572A (en) * | 2015-11-12 | 2016-02-17 | 浪潮集团有限公司 | Intelligent air conditioner control system and method based on big data |
| CN107642876A (en) * | 2016-07-21 | 2018-01-30 | 青岛海尔空调器有限总公司 | For controlling the method and controller, air-conditioning of air conditioning exhausting amount |
| CN106839284A (en) * | 2017-01-05 | 2017-06-13 | 广东美的暖通设备有限公司 | Air-cooled ducted air conditioner air-conditioning system and its indoor fan control method and device |
| CN207050171U (en) * | 2017-07-22 | 2018-02-27 | 广州汉威装饰工程有限公司 | A kind of central air-conditioning quantity regulating device |
| CN107560090A (en) * | 2017-09-20 | 2018-01-09 | 珠海格力电器股份有限公司 | Air supply control method and device of air conditioner and terminal |
| CN107741084A (en) * | 2017-09-30 | 2018-02-27 | 广东美的制冷设备有限公司 | The recommendation method of air conditioner and its operational factor, system and big data server |
| CN108361927A (en) * | 2018-02-08 | 2018-08-03 | 广东美的暖通设备有限公司 | A kind of air-conditioner control method, device and air conditioner based on machine learning |
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|---|---|
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