CN112963947A - Distributed air purification method, device and system - Google Patents
Distributed air purification method, device and system Download PDFInfo
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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
- F24F11/50—Control or safety arrangements characterised by user interfaces or communication
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- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
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- F24F11/30—Control or safety arrangements for purposes related to the operation of the system, e.g. for safety or monitoring
- F24F11/32—Responding to malfunctions or emergencies
- F24F11/38—Failure diagnosis
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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
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
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- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
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- 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
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- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
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- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
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Abstract
The embodiment of the invention discloses a distributed air purification method, a distributed air purification device and a distributed air purification system, which are applied to a cloud server, wherein the cloud server is in communication connection with a purification end, the cloud server is also in communication connection with at least one air monitoring end respectively, the whole environment to be purified comprises a first purification environment and a second purification environment, the first purification environment is internally provided with the purification end, the second purification environment is internally provided with the air monitoring end, when the whole environment to be purified needs to be purified, first data to be purified from the purification end and second data to be purified from each air monitoring end are obtained, and a specific control instruction is determined according to the monitored first data to be purified and the monitored second data to be purified, so that the purification end performs corresponding specific operation on the whole environment according to the specific control instruction. The embodiment of the invention discloses a distributed air purification method, a distributed air purification device and a distributed air purification system, which have the characteristic of effectively purifying the whole environment to be purified.
Description
Technical Field
The invention relates to the technical field of air quality monitoring, in particular to a distributed air purification method, device and system.
Background
At present, regarding the conventional air purification device, because the air quality monitoring component is built in the conventional air purification device, the monitoring range of the conventional air purification device on the air quality is limited to the environment around the conventional air purification device, which results in that the conventional air purification device cannot effectively purify the whole environment to be purified.
Disclosure of Invention
The embodiment of the invention provides a distributed air purification method, a distributed air purification device and a distributed air purification system, which have the characteristic of effectively purifying the whole environment to be purified.
An embodiment of the present invention provides a distributed air purification method, which is applied to a cloud server, wherein the cloud server is in communication connection with a purification end, and is also in communication connection with at least one air monitoring end, and the method includes: acquiring data to be purified, wherein the data to be purified comprises first data to be purified from the purifying end and second data to be purified from each air monitoring end, the first data to be purified comprises air quality monitoring data of a first environment to be purified, and the second data to be purified comprises air quality monitoring data of a second environment to be purified corresponding to the air monitoring ends; determining a specific control instruction based on the first data to be purified and the second data to be purified, wherein the specific control instruction is a standby control instruction or a gear control instruction; and sending the specific control instruction to the purification end so as to enable the purification end to perform specific operation on the first environment to be purified and the second environment to be purified, wherein the specific operation is standby operation corresponding to the standby control instruction or gear adjustment operation corresponding to the gear control instruction.
In an embodiment, the determining a specific control instruction based on the first data to be purified and the second data to be purified includes: obtaining data training samples corresponding to the first data to be purified and the second data to be purified; training a model to be trained according to the data training sample to obtain an instruction determination model, wherein the instruction determination model is used for determining the specific control instruction; and predicting the first data to be purified and the second data to be purified according to the instruction determination model to obtain the specific control instruction.
In an implementation manner, the instruction determination model includes a first instruction determination model corresponding to the purifying end and a second instruction determination model corresponding to each air monitoring end, and the training of the model to be trained according to the data training sample to obtain the instruction determination model includes: acquiring a first data training sample corresponding to the first to-be-purified data; training a corresponding model to be trained according to the first data training sample to obtain a first instruction determination model corresponding to the purifying end; acquiring a second data training sample corresponding to second data to be purified from each air monitoring end; and training the corresponding model to be trained according to the second data training sample corresponding to each air monitoring end to obtain a second instruction determination model corresponding to each air monitoring end.
In an embodiment, predicting the first data to be purified and the second data to be purified according to the instruction determination model to obtain the specific control instruction includes: acquiring setting information, wherein the setting information is used for determining the first data to be purified or the second data to be purified as third data to be purified; selecting the first instruction determination model or the second instruction determination model as a third instruction determination model according to the third data to be purified; and predicting the third data to be purified according to a third instruction determination model to obtain the specific control instruction.
In an embodiment, the predicting the first data to be purified and the second data to be purified according to the instruction determination model to obtain the specific control instruction includes: screening the first data to be purified and the second data to be purified according to the degree of purification, and determining the data with the highest degree of purification as fourth data to be purified; selecting the first instruction determination model or the second instruction determination model as a fourth instruction determination model according to the fourth data to be purified; and predicting the fourth data to be purified according to a fourth instruction determination model to obtain the specific control instruction.
In an embodiment, the cloud server is further connected to a client in communication, and the method further includes: acquiring operation fault information from the purification end; determining a fault prompt instruction according to the operation fault information; and sending the fault prompt instruction to the client so as to enable the client to display fault prompt information corresponding to the fault prompt instruction.
In an implementation manner, the method is applied to a purifying end, the purifying end is in communication connection with a cloud server, the cloud server is also in communication connection with a plurality of air monitoring ends respectively, and the method includes: sending first to-be-purified data to the cloud server so that the cloud server determines a specific control instruction, wherein the specific control instruction comprises a standby control instruction and a gear control instruction; receiving the specific control instruction from the cloud server; and carrying out specific operation on the first environment to be purified and the second environment to be purified according to the specific command instruction, wherein the specific operation comprises standby operation corresponding to the standby control instruction and gear adjustment operation corresponding to the gear control instruction.
In an implementation manner, the purifying side is further connected to a plurality of air monitoring sides respectively, the cloud server is further connected to a client side, and the method further includes: acquiring running state information, wherein the running state information comprises running state information of each monitoring end, running state information of a monitoring component used for air quality in the purification end and running state information of a purification component in the purification end; when the running state information meets the running fault index, determining corresponding running fault information; and sending the operation fault information to the cloud server so that the cloud server determines a fault prompt instruction, and sending the fault prompt instruction to the client by the cloud server so that the client determines and displays the fault prompt information corresponding to the fault prompt instruction.
In another aspect, an embodiment of the present invention provides a distributed air purification apparatus, which is applied to a cloud server, wherein the cloud server is in communication connection with a purification end, and is also in communication connection with a plurality of air monitoring ends, and the apparatus includes: the system comprises an acquisition module, a data acquisition module and a data processing module, wherein the acquisition module is used for acquiring data to be purified, the data to be purified comprises first data to be purified from a purification end and second data to be purified from each air monitoring end, the first data to be purified comprises air quality monitoring data of a first environment to be purified, and the second data to be purified comprises air quality monitoring data of a second environment to be purified corresponding to the air monitoring ends; the determining module is used for determining a specific control instruction based on the first data to be purified and the second data to be purified, wherein the specific control instruction is a standby control instruction or a gear control instruction; the first sending module is used for sending the specific control instruction to the purifying end so as to enable the purifying end to perform specific operation on the first environment to be purified and the second environment to be purified, wherein the specific operation is standby operation corresponding to the standby control instruction or gear adjustment operation corresponding to the gear control instruction.
In an embodiment, the determining module includes: the first obtaining submodule is used for obtaining data training samples corresponding to the first data to be purified and the second data to be purified; the second obtaining submodule is used for training a model to be trained according to the data training sample to obtain an instruction determining model, and the instruction determining model is used for determining the specific control instruction; and the third obtaining submodule is used for predicting the first data to be purified and the second data to be purified according to the instruction determining model to obtain the specific control instruction.
In an embodiment, the instruction determination model includes a first instruction determination model corresponding to the purge port and a second instruction determination model corresponding to each air monitoring port, and the second obtaining sub-module includes: the first acquisition unit is used for acquiring a first data training sample corresponding to the first to-be-purified data; the first obtaining unit is used for training the corresponding model to be trained according to the first data training sample to obtain a first instruction determining model corresponding to the purifying end; the second acquisition unit is used for acquiring a second data training sample corresponding to second data to be purified from each air monitoring end; and the second obtaining unit is used for training the corresponding model to be trained according to the second data training sample corresponding to each air monitoring end to obtain a second instruction determination model corresponding to each air monitoring end.
In one embodiment, the third obtaining submodule includes: the device comprises a setting information unit, a data processing unit and a data processing unit, wherein the setting information unit is used for acquiring setting information, and the setting information is used for determining first data to be purified or the second data to be purified as third data to be purified; a third instruction determination model unit, configured to select the first instruction determination model or the second instruction determination model as a third instruction determination model according to the third data to be purified; and the first prediction unit is used for predicting the third data to be purified according to a third instruction determination model to obtain the specific control instruction.
In an embodiment, the third obtaining sub-module further includes: the screening unit is used for screening the first data to be purified and the second data to be purified according to the degree of purification to determine the data with the highest degree of purification as fourth data to be purified; the fourth instruction determination model is used for selecting the first instruction determination model or the second instruction determination model as a fourth instruction determination model according to the fourth data to be purified; and the second prediction unit is used for predicting the fourth data to be purified according to a fourth instruction determination model to obtain the specific control instruction.
In one embodiment, the apparatus further comprises: the acquisition module is also used for acquiring the operation fault information from the purification end; the determining module is further used for determining a fault prompting instruction according to the operation fault information; the first sending module is further configured to send the fault prompting instruction to the client, so that the client displays fault prompting information corresponding to the fault prompting instruction.
The embodiment of the invention also provides a distributed air purification device, which is applied to a purification end, wherein the purification end is in communication connection with a cloud server, the cloud server is also in communication connection with a plurality of air monitoring ends respectively, and the device comprises: the second sending module is used for sending the first to-be-purified data to the cloud server so as to enable the cloud server to determine a specific control instruction, and the specific control instruction comprises a standby control instruction and a gear control instruction; the receiving module is used for receiving the specific control instruction from the cloud server; and the specific operation module is used for performing specific operation on a first environment to be purified and a second environment to be purified according to the specific instruction, and the specific operation comprises standby operation corresponding to the standby control instruction and gear adjustment operation corresponding to the gear control instruction.
In an implementation manner, the purifying end is further in communication connection with a plurality of air monitoring ends respectively, the cloud server is further in communication connection with the client, and the device further includes: the system comprises an operation state information module, a purification end and a monitoring end, wherein the operation state information module is used for acquiring operation state information, and the operation state information comprises operation state information of each monitoring end, operation state information of a monitoring component for air quality in the purification end and operation state information of a purification component in the purification end; the operation fault information module is used for determining corresponding operation fault information under the condition that the operation state information meets the operation fault index; the second sending module is further configured to send the operation fault information to the cloud server, so that the cloud server determines a fault prompt instruction, and the cloud server sends the fault prompt instruction to the client, so that the client determines to display the fault prompt information corresponding to the fault prompt instruction.
The embodiment of the invention also provides a distributed air purification system, which is characterized by comprising a cloud server, a purification end and an air monitoring end, wherein the cloud server is in communication connection with the purification end, and is also in communication connection with at least one air monitoring end respectively, and the system comprises: the cloud server comprises: the system comprises an acquisition module, a data acquisition module and a data processing module, wherein the acquisition module is used for acquiring data to be purified, the data to be purified comprises first data to be purified from a purification end and second data to be purified from each air monitoring end, the first data to be purified comprises air quality monitoring data of a first environment to be purified, and the second data to be purified comprises air quality monitoring data of a second environment to be purified corresponding to the air monitoring ends; the determining module is used for determining a specific control instruction based on the first data to be purified and the second data to be purified, wherein the specific control instruction is a standby control instruction or a gear control instruction; the first sending module is used for sending the specific control instruction to the purifying end so as to enable the purifying end to perform specific operation on the first environment to be purified and the second environment to be purified, wherein the specific operation is standby operation corresponding to the standby control instruction or gear adjusting operation corresponding to the gear control instruction; the purge end includes: the second sending module is used for sending the first to-be-purified data to the cloud server so as to enable the cloud server to determine a specific control instruction, and the specific control instruction comprises a standby control instruction and a gear control instruction; the first receiving module is used for receiving the specific control instruction from the cloud server; the specific operation module is used for performing specific operation on a first environment to be purified and a second environment to be purified according to the specific instruction, and the specific operation comprises standby operation corresponding to the standby control instruction and gear adjustment operation corresponding to the gear control instruction; the air monitoring end includes: the third sending module is used for sending second purified data to the cloud server so that the cloud server can determine a specific control instruction, and the specific control instruction comprises a standby control instruction and a gear control instruction.
Embodiments of the present invention also provide a computer-readable storage medium comprising a set of computer-executable instructions, which when executed, perform any one of the above-described distributed air purification methods.
In the embodiment of the invention, the method is applied to a cloud server, the cloud server is in communication connection with a purification end, the cloud server is also in communication connection with at least one air monitoring end respectively, the whole environment to be purified comprises a first purification environment and a second purification environment, the purification end is arranged in the first purification environment, the air monitoring end is arranged in the second purification environment, when the whole environment to be purified needs to be purified, first data to be purified from the purification end and second data to be purified from each air monitoring end are obtained, and a specific control instruction is determined according to the monitored first data to be purified and the monitored second data to be purified, so that the purification end performs corresponding specific operation on the whole environment according to the specific control instruction, and the whole environment to be purified is effectively purified.
Drawings
The above and other objects, features and advantages of exemplary embodiments of the present invention will become readily apparent from the following detailed description read in conjunction with the accompanying drawings. Several embodiments of the invention are illustrated by way of example, and not by way of limitation, in the figures of the accompanying drawings and in which:
in the drawings, the same or corresponding reference numerals indicate the same or corresponding parts.
Fig. 1 is a schematic flow chart of a distributed air purification method according to an embodiment of the present invention;
FIG. 2 is a schematic flow chart illustrating an implementation of a distributed air purification method for determining specific control commands according to an embodiment of the present invention;
FIG. 3 is a schematic flow chart illustrating an implementation of a distributed air purification method to obtain a first instruction determination model and a second instruction determination model according to an embodiment of the present invention;
FIG. 4 is a schematic flow chart illustrating an implementation of a distributed air purification method to obtain specific control commands according to an embodiment of the present invention;
FIG. 5 is a schematic flow chart illustrating an implementation of a distributed air purification method for obtaining specific control commands according to another embodiment of the present invention;
fig. 6 is a schematic flow chart illustrating an implementation process of displaying fault notification information by using a distributed air purification method according to an embodiment of the present invention;
FIG. 7 is a schematic flow chart of a distributed air purification method according to another embodiment of the present invention;
fig. 8 is a schematic flow chart illustrating an implementation process of displaying fault notification information by a distributed air purification method according to another embodiment of the present invention;
FIG. 9 is a schematic block diagram of a distributed air purification apparatus according to an embodiment of the present invention;
fig. 10 is a schematic block diagram of a distributed air purification system according to an embodiment of the present invention.
Detailed Description
In order to make the objects, features and advantages of the present invention more obvious and understandable, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention, and it is apparent 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.
Fig. 1 is a schematic flow chart illustrating an implementation of a distributed air purification method according to an embodiment of the present invention.
Referring to fig. 1, in one aspect, an embodiment of the present invention provides a distributed air purification method, which is applied to a cloud server, where the cloud server is in communication connection with a purification end, and the cloud server is also in communication connection with at least one air monitoring end, respectively, and the method includes: step 101, acquiring data to be purified, wherein the data to be purified comprises first data to be purified from a purification end and second data to be purified from each air monitoring end, the first data to be purified comprises air quality monitoring data of a first environment to be purified, and the second data to be purified comprises air quality monitoring data of a second environment to be purified corresponding to the air monitoring ends; 102, determining a specific control instruction based on the first data to be purified and the second data to be purified, wherein the specific control instruction is a standby control instruction or a gear control instruction; 103, sending a specific control instruction to the purifying end so that the purifying end performs specific operation on the first environment to be purified and the second environment to be purified, wherein the specific operation is standby operation corresponding to the standby control instruction or gear adjustment operation corresponding to the gear control instruction.
The distributed air purification method provided by the embodiment of the invention can solve the problem that a purification end cannot effectively purify the whole environment to be purified, in the method, the whole environment to be purified comprises a first purification environment and a second purification environment, the purification end is arranged in the first purification environment, the air monitoring end is arranged in the second purification environment, when the whole environment to be purified needs to be purified, first data to be purified from the purification end and second data to be purified from each air monitoring end are obtained, and a specific control instruction is determined according to the monitored first data to be purified and the monitored second data to be purified, so that the purification end carries out corresponding specific operation on the whole environment according to the specific control instruction, thereby effectively purifying the whole environment to be purified.
In the embodiment of the present invention, the communication connection may be a network communication connection, for example, a network is accessed through a wired connection, a wireless connection, a 4G connection, a 5G connection, and the like; the purification end can be a disinfection purification device, is arranged in a first environment to be purified, has a purification function and is also used for monitoring air quality monitoring data of the first environment to be purified; the air monitoring ends can be monitoring equipment comprising a sensor for monitoring air quality, the air monitoring ends are arranged in the second environment to be purified, the air monitoring ends are used for monitoring air quality monitoring data of the second environment to be purified, and the number of the air monitoring ends can be multiple; when the number of the air detection ends is multiple, in a real-time mode, the number of the second environments to be purified is multiple, and each air monitoring end is correspondingly arranged in one second environment to be purified; the whole environment of treating that purifies is all that the user needs to purify the environment of treating, and the first environment of treating purifies is for belonging to the environment in purifying end monitoring range, and the second is treated the environment of purifying for not belonging to the environment in purifying end monitoring range, for example, when the whole environment of treating purifies is three rooms, and one of them room that is provided with the purifying end is the first environment of treating purifying, and the other two rooms that all are provided with the air monitoring end treat the environment of purifying for the second.
In step 101 of the method, a cloud server obtains data to be purified, where the data to be purified includes first data to be purified from a purification end and second data to be purified from each air monitoring end, the first data to be purified includes air quality monitoring data of a first environment to be purified, and the second data to be purified includes air quality monitoring data of a second environment to be purified corresponding to the air monitoring end, where the air quality monitoring data may include a concentration of fine particulate matter such as PM2.5 in air, a concentration of formaldehyde gas in air, a concentration of carbon dioxide in air, and a concentration of organic particulate matter such as Particulate Organic Carbon (POC) that is insoluble in water in air. The method step 101 is to increase the number of monitoring points of the whole environment to be purified so as to better monitor the quality of the biological air of the whole environment to be purified.
In step 102 of the method, the cloud server determines a specific control instruction according to the first data to be purified and the second data to be purified, where the specific control instruction is a standby control instruction or a gear control instruction, a gear may be seven gears, the gear control instruction may be a gear control instruction corresponding to any one of seven gears, and the cloud server may determine a corresponding gear control instruction according to the first data to be purified and the second data to be purified. Through step 102, a corresponding specific control command may be determined to cause the purge port to be in a corresponding purge operating state.
In step 103 of the method, a specific control instruction is sent to the purge end, so that the purge end performs a specific operation on the first environment to be purged and the second environment to be purged, where the specific operation may be a standby operation corresponding to the standby control instruction or a gear adjustment operation corresponding to the gear control instruction. Through step 103, the purification end operates in a corresponding purification operating state, thereby effectively purifying the entire environment to be purified.
For convenience of understanding, a specific implementable scene is provided as follows, in the scene, the purification end can be a disinfection and purification device, the disinfection and purification device is in a standby working state, the whole environment to be purified can be four rooms, one room is provided with the disinfection and purification device, and each of the rest rooms is provided with an air monitoring end; the high in the clouds server acquires the first data that wait to purify that come from disinfection clarification plant and the second that comes from the air monitoring end waits to purify data earlier, then, the high in the clouds server waits to purify data and second according to first data that wait to purify, determines the gear control command of second shelves, and the gear control command of high in the clouds server transmission second shelves to disinfection clarification plant, and disinfection clarification plant is the operating condition of second shelves according to this gear control command adjustment to make disinfection clarification plant purify whole environment of waiting effectively fast under this state.
FIG. 2 is a schematic flow chart illustrating an implementation of a distributed air purification method for determining specific control commands according to an embodiment of the present invention; fig. 3 is a schematic flow chart illustrating an implementation process of obtaining the first instruction determination model and the second instruction determination model by the distributed air purification method according to an embodiment of the present invention.
Referring to fig. 2 and 3, in the embodiment of the present invention, determining a specific control instruction based on the first data to be purified and the second data to be purified includes: step 201, obtaining data training samples corresponding to first data to be purified and second data to be purified; 202, training a model to be trained according to a data training sample to obtain an instruction determination model, wherein the instruction determination model is used for determining a specific control instruction; and step 203, predicting the first data to be purified and the second data to be purified according to the instruction determination model to obtain a specific control instruction.
In one possible embodiment, the instruction determination model may be obtained by: obtaining an average value to be purified of first data to be purified and second data to be purified, obtaining a data training sample corresponding to the average value to be purified, training a model to be trained according to the data training sample, and obtaining an instruction determination model;
in another possible implementation manner, the step of training the model to be trained according to the data training sample to obtain the instruction determination model includes: 301, acquiring a first data training sample corresponding to first data to be purified; step 302, training a corresponding model to be trained according to a first data training sample to obtain a first instruction determination model corresponding to a purification end; step 303, acquiring a second data training sample corresponding to second data to be purified from each air monitoring end; step 304, training the corresponding model to be trained according to the second data training sample corresponding to each air monitoring end to obtain a second instruction determination model corresponding to each air monitoring end; the number of the second instruction determination models can be multiple, and each second instruction determination model corresponds to one air monitoring end.
Fig. 4 is a schematic flow chart illustrating an implementation process of obtaining a specific control command by a distributed air purification method according to an embodiment of the present invention.
Referring to fig. 4, in the embodiment of the present invention, predicting the first data to be purified and the second data to be purified according to the instruction determination model to obtain the specific control instruction includes: step 401, acquiring setting information, wherein the setting information is used for determining the first data to be purified or the second data to be purified as third data to be purified; step 402, selecting a first instruction determination model or a second instruction determination model as a third instruction determination model according to third data to be purified; and 403, predicting the third data to be purified according to the third instruction determination model to obtain a specific control instruction.
When a user intends to purify one of the environments to be purified, the cloud server can obtain a proper specific control instruction compared with the purification end which works in an improper purification working state, so that the purification end can purify the corresponding environment to be purified more quickly and effectively in the corresponding proper purification working state.
In step 401 of the method, a user may perform related setting on a cloud server in advance to enable the cloud server to obtain setting information, where the setting information is used to determine first data to be purified or second data to be purified as third data to be purified.
In step 402 of the method, a first instruction determination model or a second instruction determination model is selected as a third instruction determination model according to third data to be purified, in one possible embodiment, when the third data to be purified is the first data to be purified corresponding to a purification end, the first instruction determination model corresponding to the purification end is selected as the third instruction determination model, and in another possible embodiment, when the third data to be purified is the second data to be purified corresponding to one of the air monitoring ends, the second instruction determination model corresponding to the air monitoring end is selected as the third instruction determination model.
In step 403 of the method, the third data to be purified is predicted according to the third instruction determination model, and a specific control instruction corresponding to the third data to be purified is obtained.
Fig. 5 is a schematic flow chart illustrating an implementation process of obtaining a specific control command by a distributed air purification method according to another embodiment of the present invention.
Referring to fig. 5, in the embodiment of the present invention, predicting the first data to be purified and the second data to be purified according to the instruction determination model to obtain the specific control instruction includes: step 501, screening the first data to be purified and the second data to be purified according to the degree of purification, and determining the data with the highest degree of purification as fourth data to be purified; step 502, selecting a first instruction determination model or a second instruction determination model as a fourth instruction determination model according to fourth data to be purified; step 503, predicting the fourth data to be purified according to the fourth instruction determination model to obtain a specific control instruction.
The method is suitable for a scene when the cloud server does not obtain set information, the cloud server screens first data to be purified and second data to be purified according to the degree of purification, and determines the data with the highest degree of purification as fourth data to be purified, specifically, in one implementation mode, the degree of purification can be standard purification data, the first data to be purified and the second data to be purified are compared with the standard purification data to obtain corresponding difference data, the difference data with the largest difference is screened from all the difference data, the first purification data or the second purification data corresponding to the difference data is determined as the fourth data to be purified, in another implementation mode, the cloud server firstly selects any two data to be purified from all the data to be purified to compare, and acquires the data to be purified with the higher degree of purification, comparing the data to be purified with the next data to be purified, still taking the data to be purified with higher purification degree, and so on, and determining the data to be purified with higher purification degree as the data with the highest purification degree, and determining the data as the fourth data to be purified; selecting the first instruction determination model or the second instruction determination model as a fourth instruction determination model according to fourth data to be purified; and predicting the fourth data to be purified according to the fourth instruction determination model to obtain a specific control instruction.
Fig. 6 is a schematic flow chart illustrating an implementation process of displaying fault notification information by using a distributed air purification method according to an embodiment of the present invention.
Referring to fig. 6, in the embodiment of the present invention, the cloud server is further connected to the client in a communication manner, and the method further includes: 601, acquiring operation fault information from a purification end; step 602, determining a fault prompt instruction according to the operation fault information; step 603, sending a fault prompting instruction to the client so that the client displays fault prompting information corresponding to the fault prompting instruction.
In the embodiment of the invention, the client can comprise a mobile phone of a user and a device provider background.
In the method, operation fault information from a purification end is obtained, the operation fault information is operation state information of each monitoring end and/or operation state information of a monitoring component for air quality and/or operation state information of a purification component in the purification end, a fault prompt instruction is determined according to the operation fault information, and the fault prompt instruction is sent to a client, so that the client displays the fault prompt information corresponding to the fault prompt instruction, a user or an equipment provider can conveniently perform active fault removal, and the condition that the whole environment to be purified cannot be effectively purified due to operation faults is avoided.
Fig. 7 is a schematic flow chart illustrating an implementation of a distributed air purification method according to another embodiment of the present invention.
Referring to fig. 7, an embodiment of the present invention further provides a distributed air purification method, which is applied to a purification end, where the purification end is in communication connection with a cloud server, and the cloud server is also in communication connection with a plurality of air monitoring ends, respectively, and the method includes: step 701, sending first data to be purified to a cloud server so that the cloud server determines a specific control instruction, wherein the specific control instruction comprises a standby control instruction and a gear control instruction; step 702, receiving a specific control instruction from a cloud server; and 703, performing specific operation on the first environment to be purified and the second environment to be purified according to the specific instruction, wherein the specific operation comprises standby operation corresponding to the standby control instruction and gear adjustment operation corresponding to the gear control instruction.
Fig. 8 is a schematic flow chart illustrating an implementation process of displaying fault notification information by using a distributed air purification method according to another embodiment of the present invention.
Referring to fig. 8, in an embodiment of the present invention, the purifying side is further connected to a plurality of air monitoring sides respectively, the cloud server is further connected to the client side, and the method further includes: step 801, acquiring running state information, wherein the running state information comprises running state information of each monitoring end, running state information of a monitoring component for air quality in a purification end and running state information of a purification component in the purification end; step 802, determining corresponding operation fault information when the operation state information meets the operation fault index; and 803, sending the operation fault information to the cloud server so that the cloud server determines a fault prompt instruction, and sending the fault prompt instruction to the client by the cloud server so that the client determines and displays the fault prompt information corresponding to the fault prompt instruction.
Fig. 9 is a schematic block diagram of a distributed air purification apparatus according to an embodiment of the present invention.
Referring to fig. 9, another aspect of the embodiments of the present invention provides a distributed air purification apparatus, which is applied to a cloud server, the cloud server is in communication connection with a purification end, the cloud server is also in communication connection with a plurality of air monitoring ends, respectively, and the apparatus includes: the acquiring module 901 is configured to acquire data to be purified, where the data to be purified includes first data to be purified from a purifying end and second data to be purified from each air monitoring end, the first data to be purified includes air quality monitoring data of a first environment to be purified, and the second data to be purified includes air quality monitoring data of a second environment to be purified corresponding to the air monitoring end; a determining module 902, configured to determine a specific control instruction based on the first data to be purified and the second data to be purified, where the specific control instruction is a standby control instruction or a gear control instruction; the first sending module 903 is configured to send a specific control instruction to the purifying end, so that the purifying end performs a specific operation on the first environment to be purified and the second environment to be purified, where the specific operation is a standby operation corresponding to the standby control instruction or a gear adjustment operation corresponding to the gear control instruction.
In one embodiment, the determining module 902 includes: the first obtaining submodule 9021 is configured to obtain a data training sample corresponding to the first data to be purified and the second data to be purified; a second obtaining submodule 9022, configured to train the model to be trained according to the data training sample, and obtain an instruction determining model, where the instruction determining model is used to determine a specific control instruction; and the third obtaining submodule 9023 is configured to predict the first data to be purified and the second data to be purified according to the instruction determination model, and obtain a specific control instruction.
In an implementation, the instruction determination model includes a first instruction determination model corresponding to the purge port and a second instruction determination model corresponding to each air monitoring port, and the second obtaining sub-module 9022 includes: a first obtaining unit 90221, configured to obtain a first data training sample corresponding to first data to be purified; the first obtaining unit 90222 is configured to train the corresponding model to be trained according to the first data training sample, and obtain a first instruction determination model corresponding to the purge end; a second obtaining unit 90223, configured to obtain a second data training sample corresponding to second data to be purified from each air monitoring end; and the second obtaining unit 90224 is configured to train the corresponding model to be trained according to the second data training sample corresponding to each air monitoring end, and obtain a second instruction determination model corresponding to each air monitoring end.
In an embodiment, the third obtaining submodule 9023 includes: a setting information unit 90231 for acquiring setting information for determining the first data to be cleaned or the second data to be cleaned as the third data to be cleaned; a third instruction determination model unit 90232, configured to select the first instruction determination model or the second instruction determination model as a third instruction determination model according to the third data to be purified; and the first prediction unit 90233 is configured to predict the third to-be-purified data according to the third instruction determination model to obtain a specific control instruction.
In an embodiment, the third obtaining sub-module 9023 further includes: the screening unit 90234 is configured to screen the first data to be purified and the second data to be purified according to the degree of purification, and determine the data with the highest degree of purification as fourth data to be purified; a fourth instruction determination model 90235 for selecting the first instruction determination model or the second instruction determination model as a fourth instruction determination model according to fourth data to be purified; and the second prediction unit 90236 is configured to predict the fourth to-be-purified data according to the fourth instruction determination model to obtain a specific control instruction.
In one embodiment, the apparatus further comprises: the acquiring module 901 is further configured to acquire operation failure information from the purge end; the determining module 902 is further configured to determine a fault prompting instruction according to the operation fault information; the first sending module 903 is further configured to send a fault prompting instruction to the client, so that the client displays fault prompting information corresponding to the fault prompting instruction.
The embodiment of the invention also provides a distributed air purification device, which is applied to a purification end, wherein the purification end is in communication connection with a cloud server, the cloud server is also in communication connection with a plurality of air monitoring ends respectively, and the device comprises: the second sending module is used for sending the first to-be-purified data to the cloud server so as to enable the cloud server to determine a specific control instruction, and the specific control instruction comprises a standby control instruction and a gear control instruction; the receiving module is used for receiving a specific control instruction from the cloud server; and the specific operation module is used for performing specific operation on the first environment to be purified and the second environment to be purified according to the specific command, and the specific operation comprises standby operation corresponding to the standby control command and gear adjustment operation corresponding to the gear control command.
In an implementation mode, the purification end is still respectively with a plurality of air monitoring end communication connection, and the high in the clouds server still with the customer end connection communication connection, the device still includes: the operation state information module is used for acquiring operation state information, and the operation state information comprises operation state information of each monitoring end, operation state information of a monitoring component used for air quality in the purification end and operation state information of a purification component in the purification end; the operation fault information module is used for determining corresponding operation fault information under the condition that the operation state information meets the operation fault index; the second sending module is further used for sending the operation fault information to the cloud server so that the cloud server determines a fault prompt instruction, and the cloud server sends the fault prompt instruction to the client so that the client determines to display the fault prompt information corresponding to the fault prompt instruction.
Fig. 10 is a schematic block diagram of a distributed air purification system according to an embodiment of the present invention.
Referring to fig. 10, an embodiment of the present invention further provides a computer-readable storage medium of a distributed air purification system, where the computer-readable storage medium includes a cloud server, a purification end, and an air monitoring end, the cloud server is in communication connection with the purification end, and the cloud server is also in communication connection with at least one air monitoring end, respectively, and the system includes:
the cloud server includes: the acquiring module 901 is configured to acquire data to be purified, where the data to be purified includes first data to be purified from a purifying end and second data to be purified from each air monitoring end, the first data to be purified includes air quality monitoring data of a first environment to be purified, and the second data to be purified includes air quality monitoring data of a second environment to be purified corresponding to the air monitoring end; a determining module 902, configured to determine a specific control instruction based on the first data to be purified and the second data to be purified, where the specific control instruction is a standby control instruction or a gear control instruction; a first sending module 903, configured to send a specific control instruction to the purifying end, so that the purifying end performs a specific operation on the first environment to be purified and the second environment to be purified, where the specific operation is a standby operation corresponding to the standby control instruction or a gear adjustment operation corresponding to the gear control instruction;
the purge end includes: the second sending module 1001 is configured to send the first data to be purified to the cloud server, so that the cloud server determines a specific control instruction, where the specific control instruction includes a standby control instruction and a gear control instruction; a first receiving module 1002, configured to receive a specific control instruction from a cloud server; the specific operation module 1003 is configured to perform specific operations on the first environment to be purified and the second environment to be purified according to the specific instruction, where the specific operations include a standby operation corresponding to the standby control instruction and a gear adjustment operation corresponding to the gear control instruction;
the air monitoring end includes: the third sending module 1004 is configured to send the second purified data to the cloud server, so that the cloud server determines a specific control instruction, where the specific control instruction includes a standby control instruction and a gear control instruction.
Embodiments of the present invention also provide a computer-readable storage medium comprising a set of computer-executable instructions that, when executed, perform any one of the above-described distributed air purification methods.
In the description herein, references to the description of the term "one embodiment," "some embodiments," "an example," "a specific example," or "some examples," etc., mean that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of the invention. Furthermore, the particular features, structures, materials, or characteristics described may be combined in any suitable manner in any one or more embodiments or examples. Furthermore, various embodiments or examples and features of different embodiments or examples described in this specification can be combined and combined by one skilled in the art without contradiction.
Furthermore, the terms "first", "second" and "first" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance or implicitly indicating the number of technical features indicated. Thus, a feature defined as "first" or "second" may explicitly or implicitly include at least one such feature. In the description of the present invention, "a plurality" means two or more unless specifically defined otherwise.
The above description is only for the specific embodiments of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art can easily conceive of the changes or substitutions within the technical scope of the present invention, and the changes or substitutions should be covered within the scope of the present invention. Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.
Claims (10)
1. The distributed air purification method is applied to a cloud server, the cloud server is in communication connection with a purification end, the cloud server is also in communication connection with at least one air monitoring end respectively, and the method comprises the following steps:
acquiring data to be purified, wherein the data to be purified comprises first data to be purified from the purifying end and second data to be purified from each air monitoring end, the first data to be purified comprises air quality monitoring data of a first environment to be purified, and the second data to be purified comprises air quality monitoring data of a second environment to be purified corresponding to the air monitoring ends;
determining a specific control instruction based on the first data to be purified and the second data to be purified, wherein the specific control instruction is a standby control instruction or a gear control instruction;
and sending the specific control instruction to the purification end so as to enable the purification end to perform specific operation on the first environment to be purified and the second environment to be purified, wherein the specific operation is standby operation corresponding to the standby control instruction or gear adjustment operation corresponding to the gear control instruction.
2. The method of claim 1, wherein determining a particular control command based on the first data to be sanitized and the second data to be sanitized comprises:
obtaining data training samples corresponding to the first data to be purified and the second data to be purified;
training a model to be trained according to the data training sample to obtain an instruction determination model, wherein the instruction determination model is used for determining the specific control instruction;
and predicting the first data to be purified and the second data to be purified according to the instruction determination model to obtain the specific control instruction.
3. The method according to claim 2, wherein the instruction determination model includes a first instruction determination model corresponding to the purifying end and a second instruction determination model corresponding to each air monitoring end, and the training of the model to be trained according to the data training sample to obtain the instruction determination model includes:
acquiring a first data training sample corresponding to the first to-be-purified data;
training a corresponding model to be trained according to the first data training sample to obtain a first instruction determination model corresponding to the purifying end;
acquiring a second data training sample corresponding to second data to be purified from each air monitoring end;
and training the corresponding model to be trained according to the second data training sample corresponding to each air monitoring end to obtain a second instruction determination model corresponding to each air monitoring end.
4. The method of claim 3, wherein predicting the first data to be purified and the second data to be purified according to the instruction determination model to obtain the specific control instruction comprises:
acquiring setting information, wherein the setting information is used for determining the first data to be purified or the second data to be purified as third data to be purified;
selecting the first instruction determination model or the second instruction determination model as a third instruction determination model according to the third data to be purified;
and predicting the third data to be purified according to a third instruction determination model to obtain the specific control instruction.
5. The method of claim 3, wherein predicting the first data to be purified and the second data to be purified according to the instruction determination model to obtain the specific control instruction further comprises:
screening the first data to be purified and the second data to be purified according to the degree of purification, and determining the data with the highest degree of purification as fourth data to be purified;
selecting the first instruction determination model or the second instruction determination model as a fourth instruction determination model according to the fourth data to be purified;
and predicting the fourth data to be purified according to a fourth instruction determination model to obtain the specific control instruction.
6. The method of claim 1 or 2, wherein the cloud server is further communicatively connected to a client, the method further comprising:
acquiring operation fault information from the purification end;
determining a fault prompt instruction according to the operation fault information;
and sending the fault prompt instruction to the client so as to enable the client to display fault prompt information corresponding to the fault prompt instruction.
7. The distributed air purification method is applied to a purification end, the purification end is in communication connection with a cloud server, the cloud server is also in communication connection with a plurality of air monitoring ends respectively, and the method comprises the following steps:
sending first to-be-purified data to the cloud server so that the cloud server determines a specific control instruction, wherein the specific control instruction comprises a standby control instruction and a gear control instruction;
receiving the specific control instruction from the cloud server;
and carrying out specific operation on the first environment to be purified and the second environment to be purified according to the specific command instruction, wherein the specific operation comprises standby operation corresponding to the standby control instruction and gear adjustment operation corresponding to the gear control instruction.
8. The method of claim 7, wherein the purge end is further communicatively connected to a plurality of air monitoring ends, respectively, and the cloud server is further communicatively connected to a client, the method further comprising:
acquiring running state information, wherein the running state information comprises running state information of each monitoring end, running state information of a monitoring component used for air quality in the purification end and running state information of a purification component in the purification end;
when the running state information meets the running fault index, determining corresponding running fault information;
and sending the operation fault information to the cloud server so that the cloud server determines a fault prompt instruction, and sending the fault prompt instruction to the client by the cloud server so that the client determines and displays the fault prompt information corresponding to the fault prompt instruction.
9. The utility model provides a distributed air purification device, its characterized in that is applied to high in the clouds server, high in the clouds server and purification end communication connection, high in the clouds server still respectively with a plurality of air monitoring end communication connection, the device includes:
the system comprises an acquisition module, a data acquisition module and a data processing module, wherein the acquisition module is used for acquiring data to be purified, the data to be purified comprises first data to be purified from a purification end and second data to be purified from each air monitoring end, the first data to be purified comprises air quality monitoring data of a first environment to be purified, and the second data to be purified comprises air quality monitoring data of a second environment to be purified corresponding to the air monitoring ends;
the determining module is used for determining a specific control instruction based on the first data to be purified and the second data to be purified, wherein the specific control instruction is a standby control instruction or a gear control instruction;
the first sending module is used for sending the specific control instruction to the purifying end so as to enable the purifying end to perform specific operation on the first environment to be purified and the second environment to be purified, wherein the specific operation is standby operation corresponding to the standby control instruction or gear adjustment operation corresponding to the gear control instruction.
10. The utility model provides a distributed air purification system, its characterized in that, includes high in the clouds server, purifies end and air monitoring end, high in the clouds server with purify end communication connection, high in the clouds server still respectively with at least one air monitoring end communication connection, the system includes:
the cloud server comprises:
the system comprises an acquisition module, a data acquisition module and a data processing module, wherein the acquisition module is used for acquiring data to be purified, the data to be purified comprises first data to be purified from a purification end and second data to be purified from each air monitoring end, the first data to be purified comprises air quality monitoring data of a first environment to be purified, and the second data to be purified comprises air quality monitoring data of a second environment to be purified corresponding to the air monitoring ends;
the determining module is used for determining a specific control instruction based on the first data to be purified and the second data to be purified, wherein the specific control instruction is a standby control instruction or a gear control instruction;
the first sending module is used for sending the specific control instruction to the purifying end so as to enable the purifying end to perform specific operation on the first environment to be purified and the second environment to be purified, wherein the specific operation is standby operation corresponding to the standby control instruction or gear adjusting operation corresponding to the gear control instruction;
the purge end includes:
the second sending module is used for sending the first to-be-purified data to the cloud server so as to enable the cloud server to determine a specific control instruction, and the specific control instruction comprises a standby control instruction and a gear control instruction;
the first receiving module is used for receiving the specific control instruction from the cloud server;
the specific operation module is used for performing specific operation on a first environment to be purified and a second environment to be purified according to the specific instruction, and the specific operation comprises standby operation corresponding to the standby control instruction and gear adjustment operation corresponding to the gear control instruction;
the air monitoring end includes:
the third sending module is used for sending second purified data to the cloud server so that the cloud server can determine a specific control instruction, and the specific control instruction comprises a standby control instruction and a gear control instruction.
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113623805A (en) * | 2021-07-30 | 2021-11-09 | 重庆美的制冷设备有限公司 | Air quality control method, device, equipment and storage medium |
Citations (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104729030A (en) * | 2013-12-24 | 2015-06-24 | 珠海格力电器股份有限公司 | Air-conditioner disorder detecting method and server |
| CN107477769A (en) * | 2017-07-01 | 2017-12-15 | 珠海格力电器股份有限公司 | Detect air quality method and device, air purifier control method and device |
| CN108224688A (en) * | 2018-01-08 | 2018-06-29 | 苏州贝昂科技有限公司 | A kind of clarifier and its control system |
| CN109506331A (en) * | 2018-12-24 | 2019-03-22 | 深圳市晨北科技有限公司 | A kind of method and air purifier of air cleaning |
| CN109708237A (en) * | 2018-05-02 | 2019-05-03 | 皓庭(唐山）环境科技有限公司 | A kind of air cleaning unit and method |
| CN110469956A (en) * | 2019-08-26 | 2019-11-19 | 广东美的制冷设备有限公司 | Failure enquiry method, device and the readable storage medium storing program for executing of air conditioner |
| CN110531813A (en) * | 2019-09-16 | 2019-12-03 | 三星电子（中国）研发中心 | Air purification method, system and device |
| CN110906507A (en) * | 2018-09-18 | 2020-03-24 | 珠海格力电器股份有限公司 | Air conditioner fault processing method and device |
| KR20200056728A (en) * | 2018-11-15 | 2020-05-25 | 클레어 주식회사 | Air cleaning system |
| CN210772537U (en) * | 2019-06-24 | 2020-06-16 | 南京信光半导体科技有限公司 | Air purification system |
| CN111964209A (en) * | 2020-07-16 | 2020-11-20 | 厦门理工学院 | Intelligent air purification method and device |
-
2021
- 2021-03-11 CN CN202110263828.6A patent/CN112963947A/en active Pending
Patent Citations (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104729030A (en) * | 2013-12-24 | 2015-06-24 | 珠海格力电器股份有限公司 | Air-conditioner disorder detecting method and server |
| CN107477769A (en) * | 2017-07-01 | 2017-12-15 | 珠海格力电器股份有限公司 | Detect air quality method and device, air purifier control method and device |
| CN108224688A (en) * | 2018-01-08 | 2018-06-29 | 苏州贝昂科技有限公司 | A kind of clarifier and its control system |
| CN109708237A (en) * | 2018-05-02 | 2019-05-03 | 皓庭(唐山）环境科技有限公司 | A kind of air cleaning unit and method |
| CN110906507A (en) * | 2018-09-18 | 2020-03-24 | 珠海格力电器股份有限公司 | Air conditioner fault processing method and device |
| KR20200056728A (en) * | 2018-11-15 | 2020-05-25 | 클레어 주식회사 | Air cleaning system |
| CN109506331A (en) * | 2018-12-24 | 2019-03-22 | 深圳市晨北科技有限公司 | A kind of method and air purifier of air cleaning |
| CN210772537U (en) * | 2019-06-24 | 2020-06-16 | 南京信光半导体科技有限公司 | Air purification system |
| CN110469956A (en) * | 2019-08-26 | 2019-11-19 | 广东美的制冷设备有限公司 | Failure enquiry method, device and the readable storage medium storing program for executing of air conditioner |
| CN110531813A (en) * | 2019-09-16 | 2019-12-03 | 三星电子（中国）研发中心 | Air purification method, system and device |
| CN111964209A (en) * | 2020-07-16 | 2020-11-20 | 厦门理工学院 | Intelligent air purification method and device |
Non-Patent Citations (1)
| Title |
|---|
| 陆国栋，顾大强，王进作: "《第二届中国高校智能机器人创意大赛获奖作品精选》", 31 January 2021 * |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113623805A (en) * | 2021-07-30 | 2021-11-09 | 重庆美的制冷设备有限公司 | Air quality control method, device, equipment and storage medium |
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