Intelligent linkage method, device and equipment based on environment monitoring, medium and product

Abstract

The invention discloses an intelligent linkage method, device and equipment based on environment monitoring, a medium and a product. The method comprises the following steps: collecting multi-dimensional environment data in real time through various environment monitoring devices; matching the multi-dimensional environment data with a preset linkage rule, and generating a linkage instruction according to a matching result; and performing linkage control on one or more environment regulation and control devices according to the linkage instruction. According to the technical scheme provided by the invention, comprehensive monitoring of the multi-dimensional environment indexes is realized by adopting various environment monitoring devices, meanwhile, the corresponding linkage instruction is generated according to the multi-dimensional environment data matching rule to control the environment regulation and control device, and compared with a traditional control logic triggered by single environment data, the control logic has the advantages that the operation is simple, and the reliability is high. According to the method, false alarms can be effectively reduced, and the control precision of equipment linkage and the adaptability and intelligence of the system are improved, so that the environment quality can be better optimized, and the user experience is improved.

Description

Technical Field

[0001] The embodiments of the present invention relate to the field of intelligent control technology, and in particular, to an intelligent linkage method, device, equipment, medium and product based on environmental monitoring. Background Art

[0002] Existing environmental monitoring systems mainly focus on the collection and recording of environmental data, and usually cannot achieve the intelligent linkage between the monitoring results and control devices. In order to improve the convenience of device use, some solutions for controlling devices based on environmental data have been gradually proposed. However, in the current linkage control solutions, usually only the situation of linkage control of a single device based on a single type of environmental data is supported, such as automatically starting the air conditioner when the temperature exceeds the limit, etc., resulting in poor system scalability and compatibility, low control accuracy, and it is difficult to meet the requirements of complex scenarios. Summary of the Invention

[0003] The embodiments of the present invention provide an intelligent linkage method, device, equipment, medium and product based on environmental monitoring to improve the control accuracy of device linkage and enhance the adaptability in complex scenarios.

[0004] In a first aspect, the embodiments of the present invention provide an intelligent linkage method based on environmental monitoring, and the method includes:

[0005] Collect multi-dimensional environmental data in real time through a variety of environmental monitoring devices;

[0006] Match the multi-dimensional environmental data with preset linkage rules, and generate a linkage instruction according to the matching result;

[0007] Perform linkage control on one or more environmental regulation devices according to the linkage instruction.

[0008] Optionally, the method further includes:

[0009] Learn the device control strategy by using an artificial intelligence algorithm according to historical multi-dimensional environmental data and historical device usage status;

[0010] Perform real-time linkage control on the environmental regulation devices according to the current multi-dimensional environmental data and the device control strategy.

[0011] Optionally, after learning the device control strategy by using an artificial intelligence algorithm according to historical multi-dimensional environmental data and historical device usage status, it further includes:

[0012] Predict the environmental changes within a preset future period, and perform pre-linkage control on the environmental regulation devices in advance according to the environmental changes and the device control strategy.

[0013] Optionally, the method further includes:

[0014] Interconnect and communicate with various of the environmental monitoring devices and various of the environmental regulation devices through multiple communication protocols.

[0015] Optionally, the method further includes:

[0016] Display at least one of the multi-dimensional environmental data, the working status of the environmental regulation device, and the linkage control record through a user interface; and / or,

[0017] Receive, through the user interface, a user's custom configuration of the preset linkage rules; and / or,

[0018] Give an alarm for an abnormal environmental status through the user interface.

[0019] Optionally, the method further includes:

[0020] Obtain a voice command of a user, and control the environmental regulation device according to the voice command; and / or,

[0021] Receive a remote command provided by a user through an application based on the MQTT protocol, and control the environmental regulation device according to the remote command.

[0022] In a second aspect, an embodiment of the present invention further provides an intelligent linkage device based on environmental monitoring, and the device includes:

[0023] A data acquisition module, configured to collect multi-dimensional environmental data in real time through multiple environmental monitoring devices;

[0024] An instruction generation module, configured to match the multi-dimensional environmental data with preset linkage rules, and generate a linkage instruction according to a matching result;

[0025] A linkage control module, configured to perform linkage control on one or more environmental regulation devices according to the linkage instruction.

[0026] In a third aspect, an embodiment of the present invention further provides a computer device, and the computer device includes:

[0027] One or more processors;

[0028] A memory, configured to store one or more programs;

[0029] When the one or more programs are executed by the one or more processors, the one or more processors implement the intelligent linkage method based on environmental monitoring provided by any embodiment of the present invention.

[0030] Fourthly, an embodiment of the present invention further provides a computer-readable storage medium, on which a computer program is stored. When the program is executed by a processor, it implements the intelligent linkage method based on environmental monitoring provided by any embodiment of the present invention.

[0031] Fifthly, an embodiment of the present invention further provides a computer program product, which includes a computer program. When the program is executed by a processor, it implements the intelligent linkage method based on environmental monitoring provided by any embodiment of the present invention.

[0032] An embodiment of the present invention provides an intelligent linkage method based on environmental monitoring. First, multi-dimensional environmental data is collected in real time through a variety of environmental monitoring devices, and then the multi-dimensional environmental data obtained in real time is matched with preset linkage rules, and linkage instructions are generated according to the matching results, so as to perform linkage control on one or more corresponding environmental regulation devices according to the linkage instructions. The intelligent linkage method based on environmental monitoring provided by the embodiments of the present invention realizes the comprehensive monitoring of multi-dimensional environmental indicators by using a variety of environmental monitoring devices. At the same time, by generating corresponding linkage instructions according to the multi-dimensional environmental data matching rules to control the environmental regulation devices, compared with the traditional control logic triggered by single environmental data, it can effectively reduce false alarms, improve the control accuracy of device linkage, as well as the adaptability and intelligence of the system, so as to better optimize the environmental quality and improve the user experience. BRIEF DESCRIPTION OF THE DRAWINGS

[0033] Figure 1 It is a flowchart of the intelligent linkage method based on environmental monitoring provided by Embodiment 1 of the present invention;

[0034] Figure 2 It is a schematic structural diagram of the intelligent linkage device based on environmental monitoring provided by Embodiment 2 of the present invention;

[0035] Figure 3 It is a schematic structural diagram of the computer device provided by Embodiment 3 of the present invention. DETAILED DESCRIPTION OF THE EMBODIMENTS

[0036] The present invention will be further described in detail below with reference to the drawings and embodiments. It can be understood that the specific embodiments described herein are only used to explain the present invention, rather than limiting the present invention. In addition, it should be noted that for the sake of description, only parts related to the present invention are shown in the drawings rather than all the structures.

[0037] Before discussing the exemplary embodiments in more detail, it should be noted that some exemplary embodiments are described as processes or methods depicted as flowcharts. Although the flowcharts depict the steps as sequential processes, many of the steps can be implemented in parallel, concurrently, or simultaneously. In addition, the order of the steps can be rearranged. The process can be terminated when its operations are completed, but it can also have additional steps not included in the figures. The process can correspond to a method, function, procedure, subroutine, subprogram, and so on.

[0038] Embodiment 1

[0039] Figure 1 The figure is a flowchart of the intelligent linkage method based on environmental monitoring provided by Embodiment 1 of the present invention. This embodiment is applicable to the situation of optimizing the environmental quality by controlling various environmental regulation devices based on the real-time environmental status in various scenarios such as homes, industries, and commercial areas. This method can be executed by the intelligent linkage device based on environmental monitoring provided by the embodiments of the present invention, and this device can be implemented in a hardware and / or software manner and is generally integrated into a computer device. As Figure 1 shown, it specifically includes the following steps:

[0040] S11. Collect multi-dimensional environmental data in real time through a variety of environmental monitoring devices.

[0041] S12. Match the multi-dimensional environmental data with the preset linkage rules, and generate a linkage instruction according to the matching result.

[0042] S13. Perform linkage control on one or more environmental regulation devices according to the linkage instruction.

[0043] Specifically, the intelligent linkage method provided in this embodiment can be implemented by a corresponding intelligent linkage system, and the intelligent linkage system may include an environmental monitoring module, a data processing module, and a linkage control module, etc., wherein the environmental monitoring module may include a variety of required environmental monitoring equipment. The environmental monitoring equipment may include various sensors and detection equipment, and may specifically include a variety of exhaust gas detectors, noise detectors, combustible gas detectors, pressure sensors, temperature sensors, and particle detectors. Each environmental monitoring device may collect one or more environmental data, so that the required multi-dimensional environmental data may be collected in real time through a variety of environmental monitoring equipment. Among them, the exhaust gas detector can be used to detect the concentration of exhaust gas pollutants (such as CO2, SO2, etc.) to monitor the air pollution in real time, the noise detector can be used to detect the environmental noise level, which is suitable for noise control in industrial, office and residential environments, the combustible gas detector can be used to detect combustible gases in the environment (such as methane, liquefied petroleum gas, etc.) to ensure environmental safety, the pressure sensor can be used to detect the pressure change of the environment or equipment operation to provide the system with safe operation data, the temperature sensor can be used to detect the ambient temperature, and the temperature control device can be linked to adjust the temperature according to the demand, and the particle detector can be used to detect the concentration of particles in the air (such as PM2.5, PM10, etc.) to monitor the air quality in real time. Through the above-mentioned environmental monitoring equipment, comprehensive real-time monitoring of multi-dimensional parameters such as air quality, temperature, noise level, pressure, etc. can be achieved, so that the coverage of scenarios is wider and suitable for various scenarios such as home, industry, and commerce, with high versatility. At the same time, the system can adopt a modular architecture design to support flexible expansion of more types of equipment, so that environmental monitoring equipment and environmental control equipment can be added or subtracted at any time according to actual needs.

[0044] After obtaining real-time multi-dimensional environmental data, the data processing module can process and analyze the multi-dimensional environmental data to identify potential environmental problems, such as excessive pollution, gas leakage, abnormal temperature, excessive noise, etc. Specifically, the current multi-dimensional environmental data can be first cleaned to filter out the outliers, so as to ensure the accuracy of subsequent processing. Then, the current multi-dimensional environmental data can be matched with the preset linkage rules, and linkage instructions can be generated according to the matching results. Specifically, the environmental data of different dimensions can be multi-dimensionally fused, and the environmental state can be judged in real time in combination with artificial intelligence algorithms to improve the decision-making accuracy. The collected multi-dimensional environmental data can be used to judge single or different environmental regulation targets through different combinations, and for the same environmental regulation target, all or part of multiple environmental data in the multi-dimensional environmental data can be used for judgment. Exemplarily, it can be judged comprehensively through the temperature, humidity, particulate matter concentration and waste gas pollutant concentration in the collected real-time multi-dimensional environmental data to trigger the optimal ventilation strategy and generate corresponding linkage instructions. It can also be judged comprehensively through the combustible gas concentration, temperature and oxygen concentration to trigger the optimal safety response strategy and generate corresponding linkage instructions. It can also be judged comprehensively through the noise and personnel activities to trigger the optimal noise reduction strategy or lighting strategy and generate corresponding linkage instructions, etc. Specifically, when the temperature value is greater than 30, the humidity value is less than 40 and the particulate matter concentration value is greater than 150, a linkage instruction to start ventilation and set the air purifier to the high-efficiency mode is generated. Or when the combustible gas concentration value is greater than 20, the temperature value is greater than 40 and the oxygen concentration value is less than 15, a linkage instruction to close the gas valve and give an alarm is generated.

[0045] Of course, it is also possible to perform matching based on a single environmental data. Exemplarily, the preset linkage rules may include: generating a linkage instruction to reduce the air conditioner wind speed or start the sound insulation device when the noise exceeds the standard; generating a linkage instruction to start the air purifier and automatically adjust it to the low-power mode after a specified time when the particulate matter concentration exceeds the standard; generating a linkage instruction to start the ventilation equipment when the waste gas pollutant concentration exceeds the standard; generating a linkage instruction to close the gas valve and trigger an alarm when the combustible gas concentration exceeds the standard; generating a linkage instruction to start the air conditioner when the temperature is too high; generating a linkage instruction to turn off the air conditioner when the temperature returns to normal, etc.

[0046] The intelligent linkage system may further include a linkage control module. After the data processing module generates a linkage instruction, the linkage control module can generate corresponding control commands according to the linkage instruction and send them to the corresponding environmental control devices to trigger the linkage operations of the corresponding environmental control devices, thereby realizing the intelligent control of the environment. Among them, the environmental control devices may include air conditioners, air purifiers, ventilation devices, sound insulation devices, gas valves, etc. as exemplified above. Correspondingly, the environmental control device end may include a device control module for executing the control commands issued by the linkage control module to control the corresponding devices to perform corresponding operations. By comprehensively monitoring environmental data, performing intelligent analysis and linkage control, precise linkage adjustment of various environmental control devices is achieved, improving the overall optimization ability of environmental parameters such as air quality, temperature comfort, and noise, enhancing the device response speed, thereby effectively improving the environmental comfort in a timely manner, enhancing the user experience, and effectively ensuring environmental safety. In addition, through intelligent linkage control, the operation time and mode of the devices can also be optimized, such as automatically turning off the corresponding devices when the environment is comfortable, or adjusting the operation mode to reduce the power of the devices, etc., thereby optimizing the resource utilization efficiency, significantly reducing the energy consumption of the devices, and avoiding the long-term high-load operation of the devices to extend the device life. Further, when a linkage rule is matched for the same environmental control target, multiple environmental control devices can also be controlled to cooperate with each other to enhance the overall environmental control effect. Exemplarily, when the air quality is poor, the air purifier, air conditioner, and ventilation system can be controlled to work together to adjust the air quality. When there is a fire risk, the gas valve and fire sprinkler equipment can be controlled to work together to eliminate the risk, etc.

[0047] Optionally, the method further includes: interconnecting with various environmental monitoring devices and various environmental control devices through multiple communication protocols. Specifically, the intelligent linkage system may further include a communication module responsible for data interaction between various parts of the system. The communication module can support multiple communication protocols, including but not limited to TCP, MQTT, and Modbus 485, thus facilitating the efficient integration of multiple environmental monitoring devices and environmental control devices. Moreover, the system can also support the flexible extension and dynamic adaptation of communication protocols to enhance compatibility. Among them, TCP is used for data upload and instruction issuance with high stability and high transmission rate, suitable for scenarios with high requirements for network reliability; MQTT is used for data transmission between low-power devices and servers, suitable for scenarios with real-time monitoring and low-bandwidth requirements; Modbus 485 is used for fieldbus communication of industrial-grade devices (such as sensors), ensuring low latency and high stability. Through the communication module, multi-dimensional environmental data can be transmitted to the data processing module in real time, and control commands can be issued from the linkage control module to the device control module in real time, etc. Moreover, in a complex network environment, problems such as packet loss, delay, or inconsistency may occur in the transmission of environmental data, affecting the real-time performance and accuracy of the system. By adopting a multi-protocol communication method to cooperate with environmental monitoring devices, such as the high reliability of TCP, the low-power consumption characteristics of MQTT, and the anti-interference ability of Modbus 485, the stable transmission of environmental data in different scenarios can be guaranteed, avoiding problems such as packet loss, delay, and errors. Even under low-bandwidth or high-interference conditions, the system can operate stably.

[0048] Based on the above technical solution, optionally, the method further includes: learning device control strategies using artificial intelligence algorithms according to historical multi-dimensional environmental data and historical device usage status; and performing linkage control on the environmental control devices in real time according to the current multi-dimensional environmental data and the device control strategies.

[0049] Specifically, there is a problem of a single linkage rule in the way of performing linkage control based on preset linkage rules. Then, the device response strategy can be optimized through dynamic learning and adaptive optimization. Combining historical data and user habits, personalized control can be achieved, and the environmental adjustment effect and energy-saving effect can be improved. Specifically, it can dynamically learn the device usage patterns of users under different environmental conditions through user behavior analysis based on long-term historical multi-dimensional environmental data and historical device usage status, and obtain optimized device control strategies. After obtaining real-time current multi-dimensional environmental data, more accurate linkage instructions can be generated in combination with the device control strategies, and linkage control can be performed on the corresponding environmental control devices in real time. Further, the preset linkage rules stored locally can also be adjusted according to the obtained device control strategies, so that the linkage rules can be continuously and adaptively optimized by learning the environmental change laws.

[0050] Further optionally, after learning the device control strategy using an artificial intelligence algorithm based on the historical multi-dimensional environmental data and historical device usage status, the method further includes: predicting environmental changes within a preset future time period, and performing linkage control on the environmental control device in advance according to the environmental changes and the device control strategy.

[0051] Specifically, historical multi-dimensional environmental data and real-time multi-dimensional environmental data can be combined, and environmental changes within a preset future time period (such as the next 30 minutes) can be predicted through time series analysis. Then, according to the environmental changes and the current latest device control strategy, corresponding linkage control is performed on the environmental control device to further improve the user experience. Exemplarily, when it is predicted that the temperature at the next moment (such as 30 minutes later) is greater than 28°C, the air conditioner is pre-activated for cooling. Through historical data analysis and trend prediction, the intelligent level of the system can be effectively improved, and the accuracy and real-time performance of environmental regulation can be enhanced.

[0052] For the linkage control method based on preset linkage rules and the linkage control method based on dynamic device control strategies, a linkage level optimization method can be adopted, combining edge computing and cloud big data analysis, to reduce communication latency, improve response speed, reduce cloud load, and optimize the overall system efficiency. Specifically, the linkage control scheme based on preset linkage rules can be preferentially executed locally (at the edge side), that is, when the preset linkage rules are successfully matched, the corresponding linkage control is executed, while the linkage control scheme based on dynamic device control strategies can be executed in the cloud, that is, the device control strategy is generated through long-term historical data analysis and the corresponding linkage control is performed. Correspondingly, the intelligent linkage system can also include a data storage and analysis module, supporting data storage and analysis functions both locally and in the cloud. Short-term real-time multi-dimensional environmental data can be stored locally to enable fast response and offline operation. Long-term historical data can be stored in the cloud, which can be obtained by real-time uploading of environmental monitoring devices and environmental control devices. The cloud can also combine big data analysis, mine the laws of historical data, generate trend reports and environmental optimization suggestions, such as device usage optimization and environmental control strategy optimization, etc., and can be provided to users in a visual way for reference. The cloud can also store and analyze historical abnormal environmental data for users to trace historical records and formulate improvement plans. Through the joint data storage architecture of the local and the cloud, the reliable storage and long-term availability of data are ensured, and users can view historical environmental data, linkage records, etc. at any time to evaluate the system operation effect and provide a basis for subsequent strategy optimization.

[0053] Based on the above technical solution, optionally, the method further includes: displaying at least one of the multi-dimensional environmental data, the working state of the environmental control device, and the linkage control record through a user interface; and / or, receiving, through the user interface, a user's custom configuration of the preset linkage rule; and / or, alarming an abnormal environmental state through the user interface.

[0054] Specifically, the intelligent linkage system may further include a user interaction module to provide a friendly user interface for the user, which can be specifically provided through a mobile terminal or a PC terminal, thereby improving the usability and user experience of the system. Real-time data can be displayed through the user interface so that the user can intuitively understand the environmental conditions, the working conditions of the devices, and the linkage situation. The user can also customize or adjust the preset linkage rules to achieve flexible rule configuration to meet the needs of different users. An abnormal environmental state (such as excessive pollution, gas leakage, etc.) can also be alarmed to notify the user to pay attention, and notifications can also be sent through other means such as text messages. The user can also manage the device state through the user interface to support manual control of the environmental control devices, such as starting or closing the air conditioner, air purifier, and so on.

[0055] Based on the above technical solution, optionally, the method further includes: obtaining a voice command of a user, and controlling the environmental control device according to the voice command; and / or, receiving a remote command provided by the user through an application based on the MQTT protocol, and controlling the environmental control device according to the remote command.

[0056] Specifically, the intelligent linkage system can also support voice assistant and / or application (APP) remote control to improve the convenience of the smart home and enhance the user interaction experience. Exemplarily, the MQTT protocol allows the user to remotely adjust the parameters of the environmental control device. For example, when the user clicks the "turn on the air conditioner" button in the APP, the air conditioner is controlled to start. When the user clicks the "reduce the wind speed" button in the APP, the air conditioner wind speed is controlled to be adjusted.

[0057] The technical solution provided by the embodiments of the present invention first collects multi-dimensional environmental data in real time through a variety of environmental monitoring devices, then matches the obtained real-time multi-dimensional environmental data with preset linkage rules, and generates a linkage command according to the matching result, so as to perform linkage control on one or more corresponding environmental control devices according to the linkage command. By using a variety of environmental monitoring devices, comprehensive monitoring of multi-dimensional environmental indicators is achieved. At the same time, by generating corresponding linkage commands according to the multi-dimensional environmental data matching rules to control the environmental control devices, compared with the traditional control logic triggered by a single environmental data, false alarms can be effectively reduced, the control accuracy of device linkage is improved, as well as the adaptability and intelligence of the system, so as to better optimize the environmental quality and enhance the user experience.

[0058] Embodiment 2

[0059] Figure 2 The following is a schematic structural diagram of the intelligent linkage device based on environmental monitoring provided by Embodiment 2 of the present invention. This device can be implemented in a hardware and / or software manner and is generally integrated into a computer device for executing the intelligent linkage method based on environmental monitoring provided in any embodiment of the present invention. As Figure 2 shown, the device includes:

[0060] A data acquisition module 21, configured to collect multi-dimensional environmental data in real time through a variety of environmental monitoring devices;

[0061] An instruction generation module 22, configured to match the multi-dimensional environmental data with a preset linkage rule and generate a linkage instruction according to the matching result;

[0062] A linkage control module 23, configured to perform linkage control on one or more environmental regulation devices according to the linkage instruction.

[0063] For the technical solution provided in the embodiment of the present invention, first, multi-dimensional environmental data is collected in real time through a variety of environmental monitoring devices, then the obtained real-time multi-dimensional environmental data is matched with a preset linkage rule, and a linkage instruction is generated according to the matching result, so as to perform linkage control on the corresponding one or more environmental regulation devices according to the linkage instruction. By using a variety of environmental monitoring devices, comprehensive monitoring of multi-dimensional environmental indicators is realized. At the same time, by generating corresponding linkage instructions according to the multi-dimensional environmental data matching rule to control the environmental regulation devices, compared with the traditional control logic triggered by single environmental data, false alarms can be effectively reduced, the control accuracy of device linkage, as well as the adaptability and intelligence of the system are improved, so that the environmental quality can be better optimized and the user experience can be enhanced.

[0064] On the basis of the above technical solution, optionally, the device further includes:

[0065] A strategy learning module, configured to learn device control strategies using artificial intelligence algorithms according to historical multi-dimensional environmental data and historical device usage status;

[0066] A strategy control module, configured to perform linkage control on the environmental regulation devices in real time according to the current multi-dimensional environmental data and the device control strategy.

[0067] On the basis of the above technical solution, optionally, the device further includes:

[0068] A pre-control module, configured to predict environmental changes within a preset future time period after learning a device control strategy by using an artificial intelligence algorithm based on historical multi-dimensional environmental data and historical device usage status, and perform linkage control on the environmental regulation device in advance according to the environmental changes and the device control strategy.

[0069] Based on the above technical solution, optionally, the device further includes:

[0070] A communication control module, configured to communicate and interconnect with various environmental monitoring devices and various environmental regulation devices through multiple communication protocols.

[0071] Based on the above technical solution, optionally, the device further includes:

[0072] A user interaction module, configured to display at least one of the multi-dimensional environmental data, the working status of the environmental regulation device, and the linkage control record through a user interface; and / or,

[0073] Receive custom configuration of the preset linkage rule through the user interface; and / or,

[0074] Alarm for abnormal environmental status through the user interface.

[0075] Based on the above technical solution, optionally, the device further includes:

[0076] A remote control module, configured to obtain a voice command of a user and control the environmental regulation device according to the voice command; and / or,

[0077] Receive a remote command provided by a user through an application based on the MQTT protocol, and control the environmental regulation device according to the remote command.

[0078] The intelligent linkage device based on environmental monitoring provided by an embodiment of the present invention can execute the intelligent linkage method based on environmental monitoring provided by any embodiment of the present invention, and has corresponding functional modules and beneficial effects for executing the method.

[0079] It should be noted that in the embodiment of the intelligent linkage device based on environmental monitoring, the included units and modules are only divided according to functional logic, but are not limited to the above division, as long as the corresponding functions can be realized; in addition, the specific names of the functional units are only for easy distinction from each other, and are not used to limit the protection scope of the present invention.

[0080] Embodiment III

[0081] Figure 3The structure diagram of the computer device provided in Embodiment 3 of the present invention shows a block diagram of an exemplary computer device suitable for implementing the embodiments of the present invention. Figure 3 The displayed computer device is only an example and should not impose any limitations on the functions and usage scope of the embodiments of the present invention. As Figure 3 shown, the computer device includes a processor 31, a memory 32, an input device 33, and an output device 34; the number of processors 31 in the computer device can be one or more, Figure 3 taking one processor 31 as an example, the processor 31, the memory 32, the input device 33, and the output device 34 in the computer device can be connected through a bus or other means, Figure 3 taking the connection through a bus as an example.

[0082] The memory 32, as a computer-readable storage medium, can be used to store software programs, computer-executable programs, and modules, such as the program instructions / modules corresponding to the intelligent linkage method based on environmental monitoring in the embodiments of the present invention (for example, the data acquisition module 21, the instruction generation module 22, and the linkage control module 23 in the intelligent linkage device based on environmental monitoring). The processor 31 executes various functional applications and data processing of the computer device by running the software programs, instructions, and modules stored in the memory 32, that is, implements the above-mentioned intelligent linkage method based on environmental monitoring.

[0083] The memory 32 may mainly include a program storage area and a data storage area. Among them, the program storage area can store an operating system and application programs required for at least one function; the data storage area can store data created according to the use of the computer device, etc. In addition, the memory 32 can include high-speed random access memory, and can also include non-volatile memory, such as at least one magnetic disk storage device, a flash memory device, or other non-volatile solid-state storage devices. In some instances, the memory 32 can further include a memory remotely set relative to the processor 31, and these remote memories can be connected to the computer device through a network. Examples of the above network include but are not limited to the Internet, an enterprise intranet, a local area network, a mobile communication network, and combinations thereof.

[0084] The input device 33 can be used to obtain multi-dimensional environmental data collected in real time by environmental monitoring devices, and generate key signal inputs related to user settings and function control of the computer device, etc. The output device 34 can be used to send control commands to environmental regulation devices, etc.

[0085] Embodiment 4

[0086] Embodiment 4 of the present invention further provides a storage medium containing computer-executable instructions, and these computer-executable instructions are used to execute an intelligent linkage method based on environmental monitoring when executed by a computer processor. The method includes:

[0087] Collect multi-dimensional environmental data in real time through a variety of environmental monitoring devices;

[0088] Match the multi-dimensional environmental data with preset linkage rules and generate a linkage instruction according to the matching result;

[0089] Perform linkage control on one or more environmental regulation devices according to the linkage instruction.

[0090] The storage medium can be any of various types of memory devices or storage devices. The term "storage medium" is intended to include: installation media such as CD-ROMs, floppy disks or tape devices; computer system memories or random access memories such as DRAM, DDR RAM, SRAM, EDO RAM, Rambus RAM, etc.; non-volatile memories such as flash memory, magnetic media (such as hard disks or optical storage); registers or other similar types of memory elements, etc. The storage medium can also include other types of memory or combinations thereof. Additionally, the storage medium can be located in the computer system in which the program is executed, or can be located in a different second computer system that is connected to the computer system via a network (such as the Internet). The second computer system can provide program instructions to the computer for execution. The term "storage medium" can include two or more storage media that can reside in different locations (such as in different computer systems connected via a network). The storage medium can store program instructions (such as specifically implemented as a computer program) executable by one or more processors.

[0091] Of course, the storage medium containing computer-executable instructions provided by the embodiments of the present invention is not limited to the method operations as described above, and can also execute related operations in the intelligent linkage method based on environmental monitoring provided by any embodiment of the present invention.

[0092] A computer-readable signal medium can include a data signal propagated in a baseband or as part of a carrier wave, which carries computer-readable program code. Such a propagated data signal can take various forms, including but not limited to electromagnetic signals, optical signals, or any suitable combination of the above. A computer-readable signal medium can also be any computer-readable medium other than a computer-readable storage medium, which can send, propagate, or transmit a program for use by or in connection with an instruction execution system, apparatus, or device.

[0093] The program code contained on a computer-readable medium can be transmitted using any appropriate medium, including but not limited to wireless, wire, optical fiber, RF, etc., or any suitable combination of the above.

[0094] Through the above description of the embodiments, those skilled in the art can clearly understand that the present invention can be implemented by means of software and necessary general-purpose hardware. Of course, it can also be implemented by hardware, but in many cases the former is a better implementation. Based on such an understanding, the technical solution of the present invention, in essence, or the part that contributes to the prior art can be embodied in the form of a software product. This computer software product can be stored in a computer-readable storage medium, such as a floppy disk, read-only memory (ROM), random access memory (RAM), flash memory (FLASH), hard disk, or optical disc of a computer, etc., and includes several instructions for causing a computer device (which can be a personal computer, server, or network device, etc.) to execute the methods described in various embodiments of the present invention.

[0095] Embodiment 5

[0096] Embodiment 5 of the present invention further provides a computer program product. This computer program product includes a computer program (which can also be called code, instruction), and this computer program can be stored in a computer-readable storage medium. When this computer program is executed by a processor, it is used to execute the intelligent linkage method based on environmental monitoring provided by any of the above embodiments, and has the corresponding beneficial effects of the execution method.

[0097] Note that the above is only the preferred embodiment of the present invention and the applied technical principle. Those skilled in the art will understand that the present invention is not limited to the specific embodiments described herein. Various obvious changes, re-adjustments, and substitutions can be made by those skilled in the art without departing from the protection scope of the present invention. Therefore, although the present invention has been described in more detail through the above embodiments, the present invention is not limited to the above embodiments. Without departing from the concept of the present invention, it can also include more other equivalent embodiments, and the scope of the present invention is determined by the scope of the appended claims.

Claims

1. An intelligent linkage method based on environmental monitoring, characterized in that, Including: Real-time collection of multi-dimensional environmental data through a variety of environmental monitoring devices; Matching the multi-dimensional environmental data with preset linkage rules and generating linkage instructions according to the matching results; Performing linkage control on one or more environmental regulation devices according to the linkage instructions.

2. The intelligent linkage method based on environmental monitoring according to claim 1, characterized in that The method further includes: Learning the device control strategy using an artificial intelligence algorithm based on historical multi-dimensional environmental data and historical device usage status; Performing real-time linkage control on the environmental regulation devices according to the current multi-dimensional environmental data and the device control strategy.

3. The intelligent linkage method based on environmental monitoring according to claim 2, wherein After learning the device control strategy using an artificial intelligence algorithm based on historical multi-dimensional environmental data and historical device usage status, it further includes: Predicting environmental changes within a preset future time period and performing pre-linkage control on the environmental regulation devices according to the environmental changes and the device control strategy.

4. The intelligent linkage method based on environmental monitoring according to claim 1, characterized in that, The method further includes: Interconnecting with various environmental monitoring devices and various environmental regulation devices through a variety of communication protocols.

5. The intelligent linkage method based on environmental monitoring according to claim 1, characterized in that, The method further includes: Displaying at least one of the multi-dimensional environmental data, the working status of the environmental regulation devices, and the linkage control records through a user interface; and / or, Receiving user-defined configuration of the preset linkage rules through a user interface; and / or, Issuing an alarm for abnormal environmental status through a user interface.

6. The intelligent linkage method based on environmental monitoring according to claim 1, characterized in that The method further includes: Obtaining a voice command from a user and controlling the environmental regulation devices according to the voice command; and / or, Receiving a remote command provided by a user through an application based on the MQTT protocol and controlling the environmental regulation devices according to the remote command.

7. An intelligent linkage device based on environmental monitoring, characterized in that, Including: A data collection module for real-time collection of multi-dimensional environmental data through a variety of environmental monitoring devices; An instruction generation module for matching the multi-dimensional environmental data with preset linkage rules and generating linkage instructions according to the matching results; A linkage control module for performing linkage control on one or more environmental regulation devices according to the linkage instructions.

8. A computer device, characterized in that, Including: One or more processors; A memory for storing one or more programs; When the one or more programs are executed by the one or more processors, the one or more processors implement the intelligent linkage method based on environmental monitoring as described in any one of claims 1-6.

9. A computer-readable storage medium having a computer program stored thereon, characterized in that, When the program is executed by a processor, it implements the intelligent linkage method based on environmental monitoring as described in any one of claims 1-6.

10. A computer program product, comprising a computer program, characterized in that, When the computer program is executed by a processor, it implements the intelligent linkage method based on environmental monitoring as described in any one of claims 1-6.

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