Air conditioning method and device, computer equipment and storage medium

Abstract

The embodiment of the invention discloses an air conditioning method and device, computer equipment and a storage medium. The air conditioning method is applied to the air conditioning system, the air conditioning system is used for controlling multiple air conditioning devices installed in the same space, and the method comprises the steps that device operation data and environment data of the multiple air conditioning devices are obtained; determining a target control strategy according to a preset intelligent control model, the equipment operation data and the environment data; and according to the target control strategy, the multiple air conditioning devices are subjected to combined control. According to the intelligent control model provided by the embodiment of the invention, the target control strategy can be intelligently generated according to the equipment operation data of the multiple air conditioning equipment and the environment data, the multiple air conditioning equipment in the same space can be jointly controlled through the target control strategy, and energy is saved.

Description

Technical Field

[0001] The present invention relates to the field of artificial intelligence technology, and in particular to an air conditioning method, device, computer equipment and storage medium. Background Art

[0002] As people's lives continue to improve, their quality of life continues to improve, and their requirements for the environment they live in are getting higher and higher. In order to meet different needs, many users have installed multiple different types of air conditioning equipment in their homes, such as installing air conditioners and fans in the living room or room at the same time.

[0003] However, existing air conditioning equipment operates independently and cannot be jointly controlled. If users cannot use the nodes reasonably, it will lead to high overall energy consumption and waste of energy. Summary of the invention

[0004] The embodiments of the present invention provide an air conditioning method, an apparatus, a computer device and a storage medium, which can jointly control multiple air conditioning devices to save energy.

[0005] In a first aspect, an embodiment of the present invention provides an air conditioning method, the air conditioning method is applied to an air conditioning system, the air conditioning system is used to control multiple air conditioning devices installed in the same space, the method comprising:

[0006] Acquiring equipment operation data and environmental data of a plurality of the air conditioning equipment;

[0007] Determine a target control strategy according to a preset intelligent control model, the operation data of each of the devices and the environmental data;

[0008] The plurality of air conditioning devices are jointly controlled according to the target control strategy.

[0009] In a second aspect, an embodiment of the present invention further provides an air conditioning system, the air conditioning system being used to control a plurality of air conditioning devices installed in the same space, the air conditioning system comprising:

[0010] An acquisition unit, used for acquiring equipment operation data and environmental data of a plurality of the air conditioning equipment;

[0011] A determination unit, configured to determine a target control strategy according to a preset intelligent control model, the operation data of each of the devices, and the environmental data;

[0012] A control unit is used to jointly control the plurality of air conditioning devices according to the target control strategy.

[0013] In a third aspect, an embodiment of the present invention further provides a computer device, which includes a memory and a processor, wherein a computer program is stored in the memory, and the processor implements the above method when executing the computer program.

[0014] In a fourth aspect, an embodiment of the present invention further provides a computer-readable storage medium, wherein the storage medium stores a computer program, wherein the computer program includes program instructions, and the program instructions can implement the above method when executed by a processor.

[0015] The embodiment of the present invention provides an air conditioning method, device, computer equipment and storage medium. The air conditioning method is applied to an air conditioning system, and the air conditioning system is used to control multiple air conditioning devices installed in the same space. The method includes: obtaining equipment operation data and environmental data of multiple air conditioning devices; determining a target control strategy according to a preset intelligent control model, each of the equipment operation data and the environmental data; and jointly controlling multiple air conditioning devices according to the target control strategy. The intelligent control model provided in the embodiment of the present invention can intelligently generate a target control strategy based on the equipment operation data and environmental data of multiple air conditioning devices, and jointly control multiple air conditioning devices in the same space through the target control strategy to save energy. BRIEF DESCRIPTION OF THE DRAWINGS

[0016] In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the accompanying drawings required for use in the description of the embodiments will be briefly introduced below. Obviously, the accompanying drawings described below are some embodiments of the present invention. For ordinary technicians in this field, other accompanying drawings can be obtained based on these accompanying drawings without paying any creative work.

[0017] Figure 1 A schematic diagram of an application scenario of the air conditioning method provided by an embodiment of the present invention;

[0018] Figure 2 A schematic diagram of a flow chart of an air conditioning method provided by an embodiment of the present invention;

[0019] Figure 3 A schematic diagram of a sub-process of the air conditioning method provided by an embodiment of the present invention;

[0020] Figure 4 A schematic diagram of another sub-process of the air conditioning method provided by an embodiment of the present invention;

[0021] Figure 5 A schematic block diagram of an air conditioning system provided by an embodiment of the present invention;

[0022] Figure 6A schematic block diagram of a computer device provided in an embodiment of the present invention. DETAILED DESCRIPTION

[0023] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0024] It should be understood that when used in this specification and the appended claims, the terms "include" and "comprises" indicate the presence of described features, integers, steps, operations, elements and / or components, but do not exclude the presence or addition of one or more other features, integers, steps, operations, elements, components and / or combinations thereof.

[0025] It should also be understood that the terms used in this specification of the present invention are only for the purpose of describing specific embodiments and are not intended to limit the present invention. As used in the specification of the present invention and the appended claims, unless the context clearly indicates otherwise, the singular forms "a", "an" and "the" are intended to include plural forms.

[0026] It should be further understood that the term "and / or" used in the present description and the appended claims refers to any and all possible combinations of one or more of the associated listed items, and includes these combinations.

[0027] Embodiments of the present invention provide an air conditioning method, an air conditioning device, a computer device and a storage medium.

[0028] The executor of the air conditioning method may be the air conditioning system provided in an embodiment of the present invention, or a computer device integrated with the air conditioning system, wherein the air conditioning system may be implemented in hardware or software, the computer device may be a terminal or a server, and the terminal may be a smart phone, a tablet computer, a PDA, or a laptop computer, etc.

[0029] See also Figure 1 , Figure 1 Schematic diagram of an application scenario of the air conditioning method provided in an embodiment of the present invention. The air conditioning method is applied to Figure 1In the air conditioning system in the invention, the air conditioning system is used to control multiple air conditioning devices installed in the same space, and the method includes: obtaining equipment operation data and environmental data of the multiple air conditioning devices; determining a target control strategy according to a preset intelligent control model, the operation data of each of the devices and the environmental data; and jointly controlling the multiple air conditioning devices according to the target control strategy.

[0030] The plurality of air conditioning devices include air conditioners, fans, circulation fans, etc.

[0031] In some embodiments, the air conditioning system can be specifically deployed in the central processor of an air conditioner, which is one of multiple air conditioning devices, or can be deployed separately in the space, or can be deployed in a cloud server.

[0032] Figure 2 FIG. 1 is a flow chart of an air conditioning method provided by an embodiment of the present invention. Figure 2 As shown, the method includes the following steps S110-S130.

[0033] S110, obtaining equipment operation data and environmental data of a plurality of the air conditioning equipment.

[0034] Specifically, the air conditioning equipment in the turned-on state can send its own equipment operation data to the air conditioning system wirelessly or wiredly. The environmental data can be collected by the air conditioning equipment's own environmental data collection device (such as temperature sensor, humidity sensor, etc.), or by another independently set environmental data collection device. The two can also be collected jointly. The specific collection method is not limited in this embodiment.

[0035] Furthermore, the air conditioning system obtains the equipment operation data of each air conditioning equipment and obtains the current environmental data according to a preset time interval.

[0036] When the air conditioning device is a fan, the device operation data includes gear data, rotation angle, power consumption, operation time, device operation noise data, etc.;

[0037] When the air conditioning device is an air conditioner, the device operation data includes the set temperature, air sweeping mode, power consumption, operation time, device operation noise data, etc.;

[0038] When the air conditioning equipment is a circulation fan, the equipment operation data includes setting mode, power consumption, operation mode, equipment operation noise data, etc.

[0039] Environmental data includes: indoor temperature and outdoor temperature.

[0040] S120, determining a target control strategy according to a preset intelligent control model, the operation data of each of the devices, and the environmental data.

[0041] In this embodiment, the intelligent control model deployed in the air conditioning system is a model that has been preliminarily trained. Specifically, the preliminarily training of the intelligent control model is performed through the following steps:

[0042] A plurality of training samples are obtained, wherein the training samples include equipment operation sample data and environmental sample data of a plurality of air conditioning equipment in an air conditioning equipment combination, and the label is an environmental control effect; wherein the air conditioning equipment combination in different training samples includes different and / or the same plurality of air conditioning equipment.

[0043] Furthermore, during the use process, the intelligent control model will also be personalized trained according to the current user's habits. For example, the equipment operation data of the air conditioning equipment in the user's home and the user's temperature adjustment preferences will be analyzed to train an intelligent control model that is more suitable for the user. The personalized training steps include: obtaining historical equipment operation data and historical environmental data of multiple air conditioning equipment; training the intelligent control model based on the historical equipment operation data and the historical environmental data.

[0044] The environmental control effect is the final temperature control effect of the room, for example, achieving a target room temperature of 25 degrees.

[0045] See also Figure 3 In some embodiments, step S120 includes:

[0046] S1201. Determine a target environment regulation effect based on the intelligent control model, the operation data of each device and the environmental data.

[0047] Specifically, the currently collected equipment operation data and environmental data are input into the intelligent control model to perform environmental control effect prediction processing to obtain the target environmental control effect.

[0048] S1202: Determine at least one candidate control strategy that can achieve the target environment control effect based on the multiple air conditioning devices.

[0049] Specifically, after the intelligent control model obtains the current target environment control effect, it will also determine a candidate control strategy that can achieve the target environment control effect based on the multiple air conditioning devices in the same space. The candidate control strategy includes at least one target device identifier and an operating strategy corresponding to each target device identifier. Different air conditioning devices correspond to different device identifiers.

[0050] S1203: Determine the unit power consumption of each candidate control strategy.

[0051] Specifically, the air conditioning system of this embodiment records the unit power consumption of each air conditioning device in the space under different operating strategies (for example, different temperature settings for the air conditioner); the unit power consumption of the candidate control strategy, that is, the sum of the unit power consumption of the air conditioning devices corresponding to each target device identifier contained in the candidate control strategy under the corresponding operating strategy.

[0052] S1204: Determine the candidate control strategy with the lowest unit power consumption as the target control strategy.

[0053] For example, if there are two candidate control strategies, candidate control strategy 1 and candidate control strategy 2, candidate control strategy 1 is: fan setting medium wind speed, air conditioning setting temperature 25 degrees and wind speed 1; candidate control strategy 2 is: fan off, air conditioning setting temperature 24 degrees and wind speed 2. At this time, through calculation, it is found that the unit power consumption of candidate control strategy 2 is lower than that of candidate control strategy 1. At this time, candidate control strategy 2 is determined as the target control strategy.

[0054] Further, if there is only one candidate control strategy with the lowest unit power consumption, the candidate control strategy with the lowest unit power consumption is determined as the target control strategy;

[0055] If there is more than one candidate control strategy with the lowest unit power consumption, the equipment operating noise of the air conditioning equipment corresponding to each of the multiple candidate control strategies with the lowest unit power consumption is obtained, and the candidate control strategy with the lowest equipment operating noise is determined as the target control strategy.

[0056] It can be seen that when multiple strategies meet the requirements, energy saving is the biggest consideration, followed by noise.

[0057] In some embodiments, when it is detected that a device is turned on during the operation of the air conditioner, and the device is an air supply device (for example, only the device operation data of the air conditioner is obtained through the previous time interval detection, the device operation data of the air conditioner obtained through the current time interval detection remains unchanged, and the device operation data of the air supply device is also obtained), the intelligent control model turns off the air supply device and adjusts the control strategy of the air conditioner according to the preset temperature windshield table, that is, the target control strategy at this time includes the air supply device shutdown instruction and the air conditioner operation parameter adjustment instruction, wherein the temperature windshield table is shown in Table 1:

[0058] Table 1

[0059]

[0060] That is, when it is detected that the windshield of the current air supply device is at a low windshield, the target control strategy instructs to turn off the air supply device and lower the temperature of the air conditioner by 1 degree; when it is detected that the windshield of the current air supply device is at a medium windshield, the target control strategy instructs to turn off the air supply device and lower the temperature of the air conditioner by 1 degree and increase the air volume of the air conditioner by 1 degree; when it is detected that the windshield of the current air supply device is at a high windshield, the target control strategy instructs to turn off the air supply device and lower the temperature of the air conditioner by 2 degrees. The above target air supply strategy can save energy while ensuring the environmental control effect.

[0061] S130: jointly control the plurality of air conditioning devices according to the target control strategy.

[0062] Specifically, in some embodiments, after obtaining the target control strategy according to the user's pre-settings, the air conditioning system can directly perform joint control on related air conditioning equipment according to the target control strategy.

[0063] For example, when it is detected that a device is turned on during the operation of the air conditioner, and the device is an air supply device, the target control strategy instructs the air supply device to be turned off and the temperature of the air conditioner to be lowered by 1 degree. At this time, a device control instruction to turn off the device is sent to the air supply device, and a device control instruction to lower the temperature by 1 degree is sent to the air conditioner.

[0064] In some embodiments, before joint control of devices is performed, the user's opinion needs to be sought first, and the adjustment is performed when the user agrees to the adjustment; at this time, please refer to Figure 4 , step S130 includes:

[0065] S1301. Generate a device state change suggestion according to the target control strategy.

[0066] S1302: Send the device status change suggestion to the target user terminal.

[0067] The target terminal is a terminal that has the authority to adjust the air conditioning system, and may specifically be a user's mobile phone or computer.

[0068] S1303: Receive change confirmation feedback information sent by the target user terminal based on the device state change suggestion.

[0069] S1304: In response to the determined change feedback information, generate device control instructions corresponding to each of the air conditioning devices according to the target control strategy.

[0070] S1305. Send the corresponding device control instruction to each of the air conditioning devices respectively.

[0071] In some embodiments, after the plurality of air conditioning devices are jointly controlled according to the target control strategy, the method further comprises: reporting the air conditioning device operation adjustment information corresponding to the target control strategy, so that the user knows that the current air conditioning devices have been jointly adjusted.

[0072] Furthermore, when it is detected that the user has left home or is judged that the user is about to leave home, the system can turn off the air conditioner in advance according to the device operation habits of the user after leaving home, and use a fan or a circulation fan to keep the indoor air circulating and comfortable.

[0073] In summary, the air conditioning method provided in this embodiment is applied to an air conditioning system, and the air conditioning system is used to control multiple air conditioning devices installed in the same space. The method includes: obtaining equipment operation data and environmental data of multiple air conditioning devices; determining a target control strategy according to a preset intelligent control model, each of the equipment operation data and the environmental data; and jointly controlling multiple air conditioning devices according to the target control strategy. The intelligent control model provided in the embodiment of the present invention can intelligently generate a target control strategy based on the equipment operation data and environmental data of multiple air conditioning devices, and jointly control multiple air conditioning devices in the same space through the target control strategy to save energy.

[0074] Figure 5 is a schematic block diagram of an air conditioning system 500 provided in an embodiment of the present invention. Figure 5 As shown, corresponding to the above air conditioning method, the present invention also provides an air conditioning system 500. The air conditioning system 500 includes a unit for executing the above air conditioning method. The air conditioning system 500 can be configured in the central processing unit of the air conditioner. The air conditioning system 500 is used to control multiple air conditioning devices installed in the same space. Figure 5 The air conditioning system 500 includes an acquisition unit 501, a determination unit 502 and a control unit 503, wherein:

[0075] An acquisition unit 501 is used to acquire equipment operation data and environmental data of a plurality of air conditioning equipments;

[0076] Specifically, the air conditioning equipment in the turned-on state can send its own equipment operation data to the air conditioning system wirelessly or wiredly. The environmental data can be collected by the air conditioning equipment's own environmental data collection device (such as temperature sensor, humidity sensor, etc.), or by another independently set environmental data collection device. The two can also be collected jointly. The specific collection method is not limited in this embodiment.

[0077] Furthermore, the air conditioning system obtains the equipment operation data of each air conditioning equipment and obtains the current environmental data according to a preset time interval.

[0078] When the air conditioning device is a fan, the device operation data includes gear data, rotation angle, power consumption, operation time, device operation noise data, etc.;

[0079] When the air conditioning device is an air conditioner, the device operation data includes the set temperature, air sweeping mode, power consumption, operation time, device operation noise data, etc.;

[0080] When the air conditioning equipment is a circulation fan, the equipment operation data includes setting mode, power consumption, operation mode, equipment operation noise data, etc.

[0081] Environmental data includes: indoor temperature and outdoor temperature.

[0082] A determination unit 502, configured to determine a target control strategy according to a preset intelligent control model, the operation data of each of the devices, and the environmental data;

[0083] In this embodiment, the intelligent control model deployed in the air conditioning system is a model that has been preliminarily trained. Specifically, the preliminarily training of the intelligent control model is performed through the following steps:

[0084] A plurality of training samples are obtained, wherein the training samples include equipment operation sample data and environmental sample data of a plurality of air conditioning equipment in an air conditioning equipment combination, and the label is an environmental control effect; wherein the air conditioning equipment combination in different training samples includes different and / or the same plurality of air conditioning equipment.

[0085] The control unit 503 is used to jointly control the multiple air conditioning devices according to the target control strategy.

[0086] Specifically, in some embodiments, after obtaining the target control strategy according to the user's pre-settings, the air conditioning system can directly perform joint control on related air conditioning equipment according to the target control strategy.

[0087] For example, when it is detected that a device is turned on during the operation of the air conditioner, and the device is an air supply device, the target control strategy instructs the air supply device to be turned off and the temperature of the air conditioner to be lowered by 1 degree. At this time, a device control instruction to turn off the device is sent to the air supply device, and a device control instruction to lower the temperature by 1 degree is sent to the air conditioner.

[0088] In some embodiments, when the determination unit 502 performs the step of determining the target control strategy according to the preset intelligent control model, the operation data of each device and the environmental data, it is specifically used to:

[0089] Determine the target environmental control effect based on the intelligent control model, the operating data of each of the devices and the environmental data; determine at least one candidate control strategy that can achieve the target environmental control effect based on multiple air-conditioning devices; determine the unit power consumption of each of the candidate control strategies; and determine the candidate control strategy with the lowest unit power consumption as the target control strategy.

[0090] Specifically, the currently collected equipment operation data and environmental data are input into the intelligent control model to perform environmental control effect prediction processing to obtain the target environmental control effect.

[0091] After the intelligent control model obtains the current target environment control effect, it will also determine the candidate control strategy that can achieve the target environment control effect based on the multiple air conditioning devices in the same space. The candidate control strategy includes at least one target device identifier and the operating strategy corresponding to each target device identifier. Different air conditioning devices correspond to different device identifiers.

[0092] The air conditioning system of this embodiment records the unit power consumption of each air conditioning device in the space under different operating strategies (for example, different temperature settings for the air conditioner); the unit power consumption of the candidate control strategy, that is, the sum of the unit power consumption of the air conditioning devices corresponding to each target device identifier contained in the candidate control strategy under the corresponding operating strategy.

[0093] For example, if there are two candidate control strategies, candidate control strategy 1 and candidate control strategy 2, candidate control strategy 1 is: fan setting medium wind speed, air conditioning setting temperature 25 degrees and wind speed 1; candidate control strategy 2 is: fan off, air conditioning setting temperature 24 degrees and wind speed 2. At this time, through calculation, it is found that the unit power consumption of candidate control strategy 2 is lower than that of candidate control strategy 1. At this time, candidate control strategy 2 is determined as the target control strategy.

[0094] In some embodiments, when the determining unit 502 performs the step of determining the candidate control strategy with the lowest unit power consumption as the target control strategy, it is specifically configured to:

[0095] If there is only one candidate control strategy with the lowest unit power consumption, the candidate control strategy with the lowest unit power consumption is determined as the target control strategy; if there is more than one candidate control strategy with the lowest unit power consumption, the equipment operating noise of the air-conditioning equipment corresponding to each candidate control strategy among the multiple candidate control strategies with the lowest unit power consumption is obtained, and the candidate control strategy with the lowest equipment operating noise is determined as the target control strategy.

[0096] It can be seen that when multiple strategies meet the requirements, energy saving is the biggest consideration, followed by noise.

[0097] In some embodiments, when executing the step of jointly controlling the plurality of air conditioning devices according to the target control strategy, the control unit 503 is specifically configured to:

[0098] Generate device status change suggestions according to the target control strategy; send the device status change suggestions to the target user terminal; receive confirmed change feedback information sent by the target user terminal based on the device status change suggestions; generate device control instructions corresponding to each of the air conditioning devices according to the target control strategy in response to the confirmed change feedback information; and send the corresponding device control instructions to each of the air conditioning devices respectively.

[0099] In some embodiments, the acquisition unit 501 is further used to acquire historical equipment operation data and historical environment data of a plurality of the air conditioning equipment;

[0100] The air conditioning system 500 further includes:

[0101] A training unit is used to train the intelligent control model according to the historical equipment operation data and the historical environment data.

[0102] In some embodiments, the air conditioning system 500 further includes:

[0103] The reporting unit is used to report the air conditioning equipment operation adjustment information corresponding to the target control strategy.

[0104] In some embodiments, the plurality of air conditioning devices include air conditioners, fans, circulation fans, and the like.

[0105] In summary, the air conditioning system 500 provided by the present invention is used to control multiple air conditioning devices installed in the same space. Specifically, the air conditioning system 500 obtains the equipment operation data and environmental data of multiple air conditioning devices through the acquisition unit 501; determines the target control strategy according to the preset intelligent control model, each of the equipment operation data and the environmental data through the determination unit 502; and jointly controls the multiple air conditioning devices according to the target control strategy through the control unit 503. The intelligent control model provided in the embodiment of the present invention can intelligently generate the target control strategy according to the equipment operation data and environmental data of multiple air conditioning devices, and jointly control multiple air conditioning devices in the same space through the target control strategy to save energy.

[0106] It should be noted that those skilled in the art can clearly understand that the specific implementation process of the above-mentioned air conditioning system and each unit can refer to the corresponding description in the aforementioned method embodiment, and for the convenience and brevity of description, it will not be repeated here.

[0107] The air conditioning system described above can be implemented in the form of a computer program. Figure 6 Runs on the computer device shown.

[0108] See also Figure 6 , Figure 6 600 may be a central processing unit in an air conditioner, and the air conditioning method is applied to an air conditioning system, and the air conditioning system is used to control multiple air conditioning devices installed in the same space.

[0109] See also Figure 6 The computer device 600 includes a processor 602 , a memory and a network interface 605 connected via a system bus 601 , wherein the memory may include a non-volatile storage medium 603 and an internal memory 604 .

[0110] The non-volatile storage medium 603 can store an operating system 6031 and a computer program 6032. The computer program 6032 includes program instructions, and when the program instructions are executed, the processor 602 can execute an air conditioning method.

[0111] The processor 602 is used to provide computing and control capabilities to support the operation of the entire computer device 600 .

[0112] The internal memory 604 provides an environment for the operation of the computer program 6032 in the non-volatile storage medium 603. When the computer program 6032 is executed by the processor 602, the processor 602 can execute an air conditioning method.

[0113] The network interface 605 is used to communicate with other devices over the network. Figure 6 The structure shown in the figure is only a block diagram of a part of the structure related to the solution of the present invention, and does not constitute a limitation on the computer device 600 to which the solution of the present invention is applied. The specific computer device 600 may include more or fewer components than those shown in the figure, or combine certain components, or have a different arrangement of components.

[0114] The processor 602 is used to run a computer program 6032 stored in the memory to implement the following steps:

[0115] Acquiring equipment operation data and environmental data of a plurality of the air conditioning equipment;

[0116] Determine a target control strategy according to a preset intelligent control model, the operation data of each of the devices and the environmental data;

[0117] The plurality of air conditioning devices are jointly controlled according to the target control strategy.

[0118] In some embodiments, when the processor 602 implements the step of determining the target control strategy according to the preset intelligent control model, the operation data of each device and the environmental data, the processor 602 specifically implements the following steps:

[0119] Determine the target environment regulation effect based on the intelligent control model, the operation data of each of the devices and the environmental data;

[0120] Determining at least one candidate control strategy that can achieve the target environment control effect based on the plurality of air conditioning devices;

[0121] Determining the unit power consumption of each of the candidate control strategies;

[0122] The candidate control strategy with the lowest unit power consumption is determined as the target control strategy.

[0123] In some embodiments, when the processor 602 implements the step of determining the candidate control strategy with the lowest unit power consumption as the target control strategy, the processor 602 specifically implements the following steps:

[0124] If there is only one candidate control strategy with the lowest unit power consumption, the candidate control strategy with the lowest unit power consumption is determined as the target control strategy;

[0125] If there is more than one candidate control strategy with the lowest unit power consumption, the equipment operating noise of the air conditioning equipment corresponding to each of the multiple candidate control strategies with the lowest unit power consumption is obtained, and the candidate control strategy with the lowest equipment operating noise is determined as the target control strategy.

[0126] In some embodiments, when the processor 602 implements the step of jointly controlling the plurality of air conditioning devices according to the target control strategy, the processor 602 specifically implements the following steps:

[0127] generating a device state change suggestion according to the target control strategy;

[0128] Sending the device status change suggestion to the target user terminal;

[0129] Receiving change confirmation feedback information sent by the target user terminal based on the device state change suggestion;

[0130] In response to the determined change feedback information, generating device control instructions corresponding to each of the air conditioning devices according to the target control strategy;

[0131] The corresponding device control instructions are sent to each of the air conditioning devices respectively.

[0132] In some embodiments, before implementing the step of determining the target control strategy according to the preset intelligent control model, the operation data of each device and the environmental data, the processor 602 further implements the following steps:

[0133] Acquire historical equipment operation data and historical environmental data of a plurality of the air conditioning equipment;

[0134] The intelligent control model is trained according to the historical equipment operation data and the historical environment data.

[0135] In some embodiments, after implementing the step of jointly controlling the plurality of air conditioning devices according to the target control strategy, the processor 602 further implements the following steps:

[0136] The air conditioning equipment operation adjustment information corresponding to the target control strategy is reported.

[0137] It should be understood that in the embodiment of the present invention, the processor 602 may be a central processing unit (CPU), and the processor 602 may also be other general-purpose processors, digital signal processors (DSP), application-specific integrated circuits (ASIC), field-programmable gate arrays (FPGA) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc. Among them, the general-purpose processor may be a microprocessor or the processor may also be any conventional processor, etc.

[0138] It can be understood by those skilled in the art that all or part of the processes in the method for implementing the above embodiment can be completed by instructing the relevant hardware through a computer program. The computer program includes program instructions, and the computer program can be stored in a storage medium, which is a computer-readable storage medium. The program instructions are executed by at least one processor in the computer system to implement the process steps of the embodiment of the above method.

[0139] Therefore, the present invention also provides a storage medium. The storage medium may be a computer-readable storage medium. The storage medium stores a computer program, wherein the computer program includes program instructions. When the program instructions are executed by a processor, the processor executes the following steps:

[0140] Acquiring equipment operation data and environmental data of a plurality of the air conditioning equipment;

[0141] Determine a target control strategy according to a preset intelligent control model, the operation data of each of the devices and the environmental data;

[0142] The plurality of air conditioning devices are jointly controlled according to the target control strategy.

[0143] The storage medium may be a USB flash drive, a mobile hard disk, a read-only memory (ROM), a magnetic disk, or an optical disk, etc., which are computer-readable storage media that can store program codes.

[0144] Those of ordinary skill in the art will appreciate that the units and algorithm steps of each example described in conjunction with the embodiments disclosed herein can be implemented in electronic hardware, computer software, or a combination of the two. In order to clearly illustrate the interchangeability of hardware and software, the composition and steps of each example have been generally described in terms of function in the above description. Whether these functions are performed in hardware or software depends on the specific application and design constraints of the technical solution. Professional and technical personnel can use different methods to implement the described functions for each specific application, but such implementation should not be considered to be beyond the scope of the present invention.

[0145] In the several embodiments provided by the present invention, it should be understood that the disclosed devices and methods can be implemented in other ways. For example, the device embodiments described above are only schematic. For example, the division of each unit is only a logical function division, and there may be other division methods in actual implementation. For example, multiple units or components can be combined or integrated into another system, or some features can be ignored or not executed.

[0146] The steps in the method of the embodiment of the present invention can be adjusted in order, combined and deleted according to actual needs. The units in the device of the embodiment of the present invention can be combined, divided and deleted according to actual needs. In addition, the functional units in the various embodiments of the present invention can be integrated into one processing unit, or each unit can exist physically separately, or two or more units can be integrated into one unit.

[0147] If the integrated unit is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a storage medium. Based on this understanding, the technical solution of the present invention is essentially or the part that contributes to the prior art, or all or part of the technical solution can be embodied in the form of a software product, and the computer software product is stored in a storage medium, including a number of instructions for a computer device (which can be a personal computer, terminal, or network device, etc.) to perform all or part of the steps of the method described in each embodiment of the present invention.

[0148] The above is only a specific embodiment of the present invention, but the protection scope of the present invention is not limited thereto. Any technician familiar with the technical field can easily think of various equivalent modifications or replacements within the technical scope disclosed by the present invention, and these modifications or replacements should be included in the protection scope of the present invention. Therefore, the protection scope of the present invention shall be based on the protection scope of the claims.

Claims

1. An air conditioning method, characterized in that: The air conditioning method is applied to an air conditioning system, and the air conditioning system is used to control multiple air conditioning devices installed in the same space. The method includes: Acquiring equipment operation data and environmental data of a plurality of the air conditioning equipment; Determine a target control strategy according to a preset intelligent control model, the operation data of each of the devices and the environmental data; The plurality of air conditioning devices are jointly controlled according to the target control strategy.

2. The method according to claim 1, characterized in that The determining of the target control strategy according to the preset intelligent control model, the operation data of each device and the environmental data includes: Determine the target environment regulation effect based on the intelligent control model, the operation data of each of the devices and the environmental data; Determining at least one candidate control strategy that can achieve the target environment control effect based on the plurality of air conditioning devices; Determining the unit power consumption of each of the candidate control strategies; The candidate control strategy with the lowest unit power consumption is determined as the target control strategy.

3. The method according to claim 2, characterized in that The step of determining the candidate control strategy with the lowest unit power consumption as the target control strategy includes: If there is only one candidate control strategy with the lowest unit power consumption, the candidate control strategy with the lowest unit power consumption is determined as the target control strategy; If there is more than one candidate control strategy with the lowest unit power consumption, the equipment operating noise of the air conditioning equipment corresponding to each of the multiple candidate control strategies with the lowest unit power consumption is obtained, and the candidate control strategy with the lowest equipment operating noise is determined as the target control strategy.

4. The method according to claim 1, characterized in that: The jointly controlling the plurality of air conditioning devices according to the target control strategy includes: generating a device state change suggestion according to the target control strategy; Sending the device status change suggestion to the target user terminal; Receiving change confirmation feedback information sent by the target user terminal based on the device state change suggestion; In response to the determined change feedback information, generating device control instructions corresponding to each of the air conditioning devices according to the target control strategy; The corresponding device control instructions are sent to each of the air conditioning devices respectively.

5. The method according to claim 1, characterized in that Before determining the target control strategy according to the preset intelligent control model, the operation data of each device and the environmental data, the method further includes: Acquire historical equipment operation data and historical environmental data of a plurality of the air conditioning equipment; The intelligent control model is trained according to the historical equipment operation data and the historical environment data.

6. The method according to claim 1, characterized in that After jointly controlling the plurality of air conditioning devices according to the target control strategy, the method further comprises: The air conditioning equipment operation adjustment information corresponding to the target control strategy is reported.

7. The method according to claim 1, characterized in that The plurality of air conditioning devices include air conditioners, fans and circulation fans.

8. An air conditioning system, characterized in that: The air conditioning system is used to control multiple air conditioning devices installed in the same space, and the air conditioning system includes: An acquisition unit, used for acquiring equipment operation data and environmental data of a plurality of the air conditioning equipment; A determination unit, configured to determine a target control strategy according to a preset intelligent control model, the operation data of each of the devices, and the environmental data; A control unit is used to jointly control the plurality of air conditioning devices according to the target control strategy.

9. A computer device comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, characterized in that: When the processor executes the computer program, the air conditioning method according to any one of claims 1 to 7 is implemented.

10. A storage medium, characterized in that: The storage medium stores a computer program, wherein the computer program includes program instructions, and when the program instructions are executed by a processor, the processor executes the air conditioning method according to any one of claims 1 to 7.

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