CN111895618A - Cloud platform data visualization control method and device and storage medium - Google Patents
Cloud platform data visualization control method and device and storage medium Download PDFInfo
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- CN111895618A CN111895618A CN202010595110.2A CN202010595110A CN111895618A CN 111895618 A CN111895618 A CN 111895618A CN 202010595110 A CN202010595110 A CN 202010595110A CN 111895618 A CN111895618 A CN 111895618A
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- air conditioner
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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
- F24F11/56—Remote control
- F24F11/58—Remote control using Internet communication
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
- H04L67/125—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks involving control of end-device applications over a network
Abstract
The invention discloses a visual control method, a visual control device and a visual control storage medium for cloud platform data, wherein the control method comprises the following steps: determining that a control module of the air conditioner is a node of a cloud computing platform; the control module performs information interaction with the cloud computing platform through an instant messaging protocol; the cloud computing platform generates visual data of the air conditioner according to the working data sent by the control module; and controlling the working state of the air conditioner according to the visual data. The air conditioner is uniformly managed by uploading real-time data management of the air conditioner to the cloud computing platform, the cloud computing platform can perform visual processing on working data of the air conditioner, the working state of the air conditioner can be controlled according to the visual data to achieve uniform management, and user experience is improved.
Description
Technical Field
The invention relates to the technical field of control, in particular to a cloud platform data visualization control method, a cloud platform data visualization control device and a storage medium.
Background
At present, along with the development of productivity, the wide application of air conditioner is in daily life, and under the great tendency that quality of life is constantly good, people are more and more big to the demand of air conditioner, and current air conditioner all is independent operation control, and the people of being inconvenient for daily use, user perception is not good.
Disclosure of Invention
In order to overcome the defects of the prior art, the invention aims to provide a visual control method and device for cloud platform data and a storage medium, which are used for uniformly managing the air conditioner and improving the user experience.
The technical scheme adopted by the invention for solving the problems is as follows: in a first aspect, the invention provides a cloud platform data visualization control method, which comprises the following steps: determining a control module of the air conditioner as a node of a cloud computing platform; the control module sends working data to the cloud computing platform through an instant messaging protocol; the cloud computing platform generates visual data of the air conditioner according to the working data; and the cloud computing platform controls the working state of the air conditioner according to the visual data.
Further, the information interaction between the control module and the cloud computing platform through the instant messaging protocol comprises: and the control module performs information interaction with the cloud computing platform through an MQTT protocol.
Further, the generating, by the cloud computing platform, the visualization data of the air conditioner according to the working data includes: and the cloud computing platform generates a three-dimensional graph of the air conditioner according to the working data.
Further, the cloud computing platform generating the three-dimensional graph of the air conditioner according to the working data includes: and the cloud computing platform generates a three-dimensional graph of the air conditioner through a Web3D module according to the working data.
Further, the step of generating the three-dimensional graph of the air conditioner by the cloud computing platform through the Web3D technology according to the working data includes:
the cloud computing platform performs visualization processing through a threjs unit of a Web3D module according to the working data;
analyzing the data after the visualization processing through a decision tree and generating result data;
and importing the result data into a Web3D module to generate a three-dimensional graph of the air conditioner.
In a second aspect, the invention provides a cloud platform data visualization control system, which comprises a cloud computing platform and a plurality of air conditioners, wherein the cloud computing platform is connected with the air conditioners through an instant messaging protocol, and is used for performing visualization control on the air conditioners;
the cloud computing platform determines that a control module of the air conditioner is a node of the cloud computing platform;
the control module sends working data to the cloud computing platform through an instant messaging protocol;
the cloud computing platform generates visual data of the air conditioner according to the working data;
and the cloud computing platform controls the working state of the air conditioner according to the visual data.
Further, the cloud computing platform is provided with a Web3D module, and the Web3D module is used for generating a visualization model of the air conditioner.
Further, the cloud computing platform comprises a display module, and the display module is connected with the cloud computing platform.
In a third aspect, the invention provides a cloud platform data visualization control device, which comprises at least one control processor and a memory, wherein the memory is used for being in communication connection with the at least one control processor; the memory stores instructions executable by the at least one control processor to enable the at least one control processor to perform the cloud platform data visualization control method as described above.
In a fourth aspect, the present invention provides a computer-readable storage medium storing computer-executable instructions for causing a computer to execute the cloud platform data visualization control method as described above.
In a fifth aspect, the present invention also provides a computer program product comprising a computer program stored on a computer-readable storage medium, the computer program comprising program instructions which, when executed by a computer, cause the computer to perform the cloud platform data visualization control method as described above.
One or more technical schemes provided in the embodiment of the invention have at least the following beneficial effects: the method includes the steps that a control module of the air conditioner is determined to be a node of a cloud computing platform; the control module performs information interaction with the cloud computing platform through an instant messaging protocol; the cloud computing platform generates visual data of the air conditioner according to the working data sent by the control module; and controlling the working state of the air conditioner according to the visual data. The air conditioner is uniformly managed by uploading real-time data management of the air conditioner to the cloud computing platform, the cloud computing platform can perform visual processing on working data of the air conditioner, the working state of the air conditioner can be controlled according to the visual data to achieve uniform management, and user experience is improved.
Drawings
The invention is further illustrated with reference to the following figures and examples.
Fig. 1 is a schematic diagram of a cloud platform data visualization control system provided by an embodiment of the invention;
fig. 2 is a flowchart of a cloud platform data visualization control method according to an embodiment of the present invention;
fig. 3 is a flowchart of a cloud platform data visualization control method according to another embodiment of the present invention;
fig. 4 is a flowchart of a cloud platform data visualization control method according to another embodiment of the present invention;
fig. 5 is a flowchart of a cloud platform data visualization control method according to another embodiment of the present invention;
fig. 6 is a flowchart of a cloud platform data visualization control method according to another embodiment of the present invention;
fig. 7 is a schematic device diagram for performing a cloud platform data visualization control method according to an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention more apparent, the present invention is described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
It should be noted that, if not conflicted, the various features of the embodiments of the invention may be combined with each other within the scope of protection of the invention. Additionally, while functional block divisions are performed in apparatus schematics, with logical sequences shown in flowcharts, in some cases, steps shown or described may be performed in different orders than block divisions in apparatus, or in flowcharts.
Referring to fig. 1, the invention discloses a cloud platform data visualization control system, which includes a cloud computing platform 100, an air conditioner 200 and a display module 300, wherein the display module 300 is connected with the cloud computing platform 100, the cloud computing platform 100 includes a processing module and a first communication module, the air conditioner 200 includes a control module, the control module includes a control component and a second communication module, the first communication module and the second communication module are connected through an instant messaging protocol, and information interaction can be performed between the first communication module and the second communication module.
It should be noted that the processing module may be any type of module for performing visualization processing on data, for example, a Web3D module, and the embodiment is not limited only.
It should be noted that, the first communication module and the second communication module may perform information interaction through MQTT protocol, which is not limited in this embodiment. MQTT (message queue telemetry transport) is an instant messaging protocol developed by IBM, which is used in a manner relatively similar to queuing software such as RabbitMQ, and provides communication with each other in a publish/subscribe manner. The air conditioner 200 is communicated through the MQTT protocol, so that the equipment can be managed in real time more conveniently by using the MQTT protocol, and various equipment is connected to the cloud platform through the MQTT protocol.
The air conditioner 200 may be a central air conditioner 200 or a split air conditioner 200, and the present embodiment is not particularly limited.
It should be noted that the cloud computing platform 100 may be a Jetlinks internet of things platform, and the embodiment is not limited to the only example. The Jetlinks Internet of things platform is used for quickly establishing a related business system of an Internet of things, integrates various common network protocols (HTTP, TCP, UDP, CoAP) and the like, encapsulates the various common network protocols, realizes functions of unified management, monitoring, online debugging, online starting, stopping, updating and the like, and greatly reduces complexity of network programming. The method can support a multi-message protocol, can configure message analysis rules on line, and can analyze the self-defined message into a message format unified by a platform. The Internet of things platform has a uniform equipment operation API, shields the difference of different equipment with different protocols of various manufacturers, and supports cross-service, synchronous (RRpc) and asynchronous equipment message receiving and sending. The visualized dragging rule engine designer is supported by various flexible and extensible rule nodes, and data and business processing logic can be dynamically configured on line through the rule engine. Flexible multi-dimensional authority control can support column and row level data authority control. Because above-mentioned just, use thing networking cloud platform to carry out as the carrier and bear, air conditioning equipment's management is also more convenient because the cloud platform is to it.
Referring to fig. 2, based on the cloud platform data visualization control system of the above embodiment, the cloud platform data visualization control method provided by the present invention includes the following steps:
step S100, determining that a control module of the air conditioner is a node of a cloud computing platform;
step S200, the control module sends working data to the cloud computing platform through an instant messaging protocol;
step S300, the cloud computing platform generates visual data of the air conditioner according to the sent working data;
and S400, controlling the working state of the air conditioner by the cloud computing platform according to the visual data.
In an embodiment, control modules of a plurality of air conditioners can be determined to be nodes of a cloud computing platform; the plurality of control modules can simultaneously or non-simultaneously send working data to the cloud computing platform through an instant messaging protocol, after the cloud computing platform receives the working data, visual data of the air conditioner can be generated according to the sent working data, and then the working state of the air conditioner is controlled according to the visual data. The air conditioner is uniformly managed by uploading real-time data management of the air conditioner to the cloud computing platform, the cloud computing platform can perform visual processing on the working data of the air conditioner, the working state of the air conditioner can be controlled according to the visual data, uniform management can be achieved, and user experience is improved.
Referring to fig. 3, in another embodiment of the present invention, step S200 includes, but is not limited to, the following refinement steps:
and S310, the control module sends working data to the cloud computing platform through an MQTT protocol.
In one embodiment, the control module can be limited in computing capability through the MQTT protocol, works under low-bandwidth and unreliable networks to communicate with the cloud computing platform, and can improve transmission capability.
It should be noted that, the transmission protocol between the control module and the cloud computing platform may be various, and this embodiment is not limited uniquely.
Referring to FIG. 4, in another embodiment of the present invention, step S300 includes, but is not limited to, the following refinement steps:
and S410, the cloud computing platform generates a three-dimensional graph of the air conditioner according to the working data sent by the control module.
In an embodiment, after receiving the working data, the cloud computing platform may generate a three-dimensional map of the air conditioner according to the working data, and the working state of the air conditioner may be visually obtained through the three-dimensional map, so that convenience in controlling the air conditioner may be improved.
Referring to FIG. 5, in another embodiment of the present invention, step S410 includes, but is not limited to, the following refinement steps:
and step 510, the cloud computing platform generates a three-dimensional graph of the air conditioner through a Web3D module according to the working data.
In an embodiment, after the cloud computing platform receives the working data, a three-dimensional graph of the air conditioner can be generated through the Web3D module according to the working data, the working state of the air conditioner can be intuitively obtained through the three-dimensional graph, and convenience in controlling the air conditioner can be improved.
In an embodiment, a Web3D module may be embedded in the cloud platform to display the entire view of the central air conditioner, and a Web3D module may display the three-dimensional situation of the central air conditioner, so that the device may be observed three-dimensionally on the cloud platform, which makes the observation more convenient and comprehensive.
Referring to FIG. 6, in another embodiment of the present invention, step S510 further includes, but is not limited to, the following refinement steps:
step S610, the cloud computing platform performs visualization processing through a threjs unit of the Web3D module according to the working data;
step S620, analyzing the data after the visualization processing through a decision tree and generating result data;
in step S630, the resulting data is imported into the Web3D module to generate a three-dimensional map of the air conditioner.
In an embodiment, after the cloud computing platform receives the working data sent by the air conditioner, visualization processing can be performed through a threjs unit of the Web3D module, the data after visualization processing can be analyzed through a decision tree to generate result data, the result data is imported into the Web3D module to generate a three-dimensional map of the air conditioner, three-dimensional observation of equipment can be performed on the cloud platform, and observation is more convenient and comprehensive.
In one embodiment, the cloud platform acquires and analyzes result data through the MQTT protocol and feeds the result data back to the Web3D module for presentation. The decision tree is a graphical solution that is an intuitive operation of probability analysis, in which, when the occurrence probability of each situation is known, the decision tree is constructed to obtain the probability that the expected value of the net present value is greater than 0. In general, a decision tree is a tree structure in a data structure with special meaning, each root node (non-leaf node) of the decision tree represents a feature tag of data, the data is divided into several subsets according to different feature values of the feature, each subset is a sub-tree of the root node, and then each sub-tree is divided recursively, and each leaf node of the decision tree is a final class tag of the data. And for a sample feature vector, classifying from the top of the decision tree to the root node, wherein the obtained class label is the class of the sample vector. The abnormal problem of the data can be solved through a decision tree algorithm, and the abnormality can be detected in time. All the acquired working data can be loaded to a data receiving end of the Web3D module, a three-dimensional graph can be generated by a threjs unit after the Web3D module receives the data, and the information of the three-dimensional graph can be displayed on a display module in real time.
Referring to fig. 7, another embodiment of the present invention further provides a device 700 for monitoring and controlling a cultivation vehicle based on a cloud platform, including: the memory 720, the control processor 710, and a computer program stored on the memory 720 and operable on the control processor 710, when the control processor executes the computer program, implement the cloud platform data visualization control method in any of the above embodiments, for example, execute the above-described method steps S100 to S400 in fig. 2, the method step S310 in fig. 3, the method step S410 in fig. 4, the method step S510 in fig. 5, and the method steps S610 to S630 in fig. 6.
The memory 720, which is a non-transitory computer readable storage medium, may be used to store non-transitory software programs as well as non-transitory computer executable programs. Further, the memory 720 may include high speed random access memory, and may also include non-transitory memory, such as at least one magnetic disk storage device, flash memory device, or other non-transitory solid state storage device. In some embodiments, memory 720 optionally includes a memory remotely located from control processor 710, and these remote memories may be connected to the cloud platform based farm vehicle monitoring control device 700 via a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
Optionally, the cloud platform-based monitoring and control device 700 for the cultivation vehicle may further include a short-distance wireless communication module, a temperature sensor, a humidity sensor, a clock module, a display screen, a control button, and the like. The short-distance wireless communication module can be a WIFI module or a Bluetooth module; in addition, when the display screen is a touch display screen, the control key may be a key function of the touch display screen.
The above-described embodiments of the apparatus are merely illustrative, wherein the units illustrated as separate components may or may not be physically separate, i.e. may be located at one location, or may be distributed over a plurality of network elements. Some or all of the modules can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
Furthermore, another embodiment of the present invention also provides a computer-readable storage medium storing computer-executable instructions, which are executed by one or more control processors, for example, by one control processor 710 in fig. 7, and can cause the one or more control processors 710 to execute the cloud platform data visualization control method in the above method embodiment, for example, execute the above-described method steps S100 to S400 in fig. 2, the method step S310 in fig. 3, the method step S410 in fig. 4, the method step S510 in fig. 5, and the method steps S610 to S630 in fig. 6.
It should be noted that, since the apparatus for executing the cloud platform data visualization control method in this embodiment is based on the same inventive concept as the cloud platform data visualization control method described above, the corresponding contents in the method embodiment are also applicable to this apparatus embodiment, and detailed descriptions thereof are omitted here.
Through the above description of the embodiments, those skilled in the art can clearly understand that the embodiments can be implemented by software plus a general hardware platform. Those skilled in the art will appreciate that all or part of the processes in the methods of the above embodiments may be implemented by hardware related to instructions of a computer program, which may be stored in a computer readable storage medium, and when executed, may include processes of the embodiments of the methods described above. The storage medium may be a magnetic disk, an optical disk, a Read Only Memory (ROM), a Random Access Memory (RAM), or the like.
While the preferred embodiments of the present invention have been described in detail, it will be understood by those skilled in the art that the foregoing and various other changes, omissions and deviations in the form and detail thereof may be made without departing from the scope of this invention.
Claims (10)
1. The cloud platform data visualization control method is characterized by comprising the following steps:
determining that a control module of the air conditioner is a node of a cloud computing platform;
the control module sends working data to the cloud computing platform through an instant messaging protocol;
the cloud computing platform generates visual data of the air conditioner according to the working data;
and the cloud computing platform controls the working state of the air conditioner according to the visual data.
2. The cloud platform data visualization control method according to claim 1, wherein: the control module sends the working data to the cloud computing platform through an instant messaging protocol, and the working data comprises the following steps: and the control module sends working data to the cloud computing platform through an MQTT protocol.
3. The cloud platform data visualization control method according to claim 1, wherein: the cloud computing platform generating the visual data of the air conditioner according to the working data comprises: and the cloud computing platform generates a three-dimensional graph of the air conditioner according to the working data.
4. The cloud platform data visualization control method according to claim 3, wherein: the cloud computing platform generating the three-dimensional graph of the air conditioner according to the working data comprises: and the cloud computing platform generates a three-dimensional graph of the air conditioner through a Web3D module according to the working data.
5. The cloud platform data visualization control method according to claim 4, wherein the cloud computing platform generating the three-dimensional map of the air conditioner through the Web3D module according to the working data includes:
the cloud computing platform performs visualization processing by using a threejs unit in a Web3D module according to the working data sent by the control module;
analyzing the data after the visualization processing through a decision tree and generating result data;
and importing the result data into a Web3D module to generate a three-dimensional graph of the air conditioner.
6. The utility model provides a cloud platform data visualization control system which characterized in that: the system comprises a cloud computing platform and a plurality of air conditioners, wherein the cloud computing platform is connected with the air conditioners through an instant messaging protocol and is used for carrying out visual control on the air conditioners;
the cloud computing platform determines that a control module of the air conditioner is a node of the cloud computing platform;
the control module sends working data to the cloud computing platform through an instant messaging protocol;
the cloud computing platform generates visual data of the air conditioner according to the working data;
and the cloud computing platform controls the working state of the air conditioner according to the visual data.
7. The cloud platform data visualization control system of claim 6, wherein the cloud computing platform is provided with a Web3D module, the Web3D module being used to generate a visualization model of the air conditioner.
8. The cloud platform data visualization control system of claim 6, further comprising a display module, the display module being connected to the cloud computing platform.
9. The cloud platform data visualization control device is characterized by comprising at least one control processor and a memory which is in communication connection with the at least one control processor; the memory stores instructions executable by the at least one control processor to enable the at least one control processor to perform the cloud platform data visualization control method of any one of claims 1 to 5.
10. A computer-readable storage medium characterized by: the computer-readable storage medium stores computer-executable instructions for causing a computer to perform the cloud platform data visualization control method according to any one of claims 1 to 5.
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