Intelligent air conditioner screening method and device based on multi-mode installation requirements

Abstract

The invention discloses an intelligent air conditioner screening method and device based on multi-mode installation requirements. The method comprises the steps that screening requirement information used for screening out air conditioner models of air conditioners to be installed is obtained; determining at least one screening parameter according to the screening demand information, and analyzing air conditioner demand information corresponding to the screening parameter according to the screening demand information; and according to all the screening parameters and the air conditioner requirement information, the final recommended air conditioner model of the to-be-installed air conditioner is determined. Therefore, the intelligent screening and recommendation functions of the air conditioner models can be achieved, the comprehensiveness and reasonability of the air conditioner model screening mode are improved, then the diversity and pertinence of the air conditioner model screening consideration parameters are improved, and therefore the accuracy and reliability of the determined recommended air conditioner model are improved; and the screening efficiency and screening convenience of the recommended air conditioner models are improved, so that the recommendation accuracy and recommendation efficiency of the to-be-mounted air conditioners are improved, and the use experience of a user using the air conditioners is improved to a certain extent.

Description

Technical Field

[0001] The present invention relates to the technical field of information recommendation, and in particular to an intelligent screening method and device for air conditioners based on multi-modal installation requirements. Background Art

[0002] With the development of economy and the continuous improvement of people's living standards, air conditioners are widely used in homes, schools, companies and other places. The traditional way of buying air conditioners is mainly for sales staff to subjectively recommend air conditioner models to buyers based on the buyers' rough verbal descriptions, or for buyers to judge whether they like or need the air conditioner model they want to buy based on the air conditioner product introduction. However, there are many types of air conditioner functions, and the air conditioner application environments and air conditioner needs corresponding to different buyers are also different. It is difficult to accurately screen out suitable air conditioners through subjective human selection. Therefore, it is particularly important to provide a new air conditioner screening method to improve the screening accuracy and screening efficiency of air conditioners. Summary of the invention

[0003] The technical problem to be solved by the present invention is to provide an intelligent air conditioner screening method and device based on multi-modal installation requirements, which can improve the screening accuracy and screening efficiency of air conditioners.

[0004] In order to solve the above technical problems, the first aspect of the present invention discloses an intelligent screening method for air conditioners based on multi-modal installation requirements, the method comprising:

[0005] Acquire screening requirement information for screening out air conditioner models to be installed, the screening requirement information including one or more of installation requirement information, operation energy consumption requirement information, operation efficiency requirement information, and use control requirement information of the air conditioner to be installed;

[0006] Determine at least one screening parameter according to the screening requirement information, and analyze the air conditioning requirement information corresponding to each screening parameter according to the screening requirement information;

[0007] According to all the screening parameters and the air conditioning requirement information corresponding to each of the screening parameters, a final recommended air conditioning model of the air conditioner to be installed is determined.

[0008] As an optional implementation manner, in the first aspect of the present invention, determining the final recommended air conditioner model of the air conditioner to be installed according to all the screening parameters and the air conditioner requirement information corresponding to each of the screening parameters includes:

[0009] Calculate the number of parameters corresponding to all the screening parameters;

[0010] When the number of parameters is 1, determining matching air conditioner model information corresponding to the screening parameters according to the air conditioner requirement information corresponding to the screening parameters, and determining a final recommended air conditioner model of the air conditioner to be installed according to the matching air conditioner model information;

[0011] When the number of parameters is greater than 1, for each of the screening parameters, according to the air conditioning requirement information corresponding to the screening parameter, the matching air conditioning model information corresponding to the screening parameter is determined; according to the matching air conditioning model information corresponding to each of the screening parameters and the corresponding air conditioning requirement information, the final recommended air conditioning model of the air conditioner to be installed is determined;

[0012] Among them, the screening parameters include one or more of installation screening parameters, operation energy consumption screening parameters, operation efficiency screening parameters and usage control screening parameters; the installation screening parameters include one or more of cost screening parameters, installation location screening parameters and installation condition screening parameters.

[0013] As an optional implementation, in the first aspect of the present invention, determining the final recommended air conditioner model of the air conditioner to be installed according to the matching air conditioner model information and the corresponding air conditioner requirement information corresponding to each of the screening parameters includes:

[0014] According to the matching air conditioner model information corresponding to each of the screening parameters, analyzing the correlation between the matching air conditioner models corresponding to all the screening parameters;

[0015] Determine whether the correlation is greater than or equal to a preset correlation threshold, and when the determination result is yes, determine the final recommended air conditioner model of the air conditioner to be installed according to all the matching air conditioner model information;

[0016] When the judgment result is no, the filtering conflicts corresponding to all the filtering parameters are determined according to the air-conditioning requirement information corresponding to each of the filtering parameters, and at least two conflicting filtering parameters that meet the filtering conflict conditions are determined from all the filtering parameters according to the filtering conflicts; the filtering priorities corresponding to all the filtering parameters are determined, and the priority filtering results corresponding to all the conflicting filtering parameters are analyzed according to the filtering priorities and the air-conditioning requirement information corresponding to all the conflicting filtering parameters; the final recommended air-conditioning model of the air-conditioning to be installed is determined according to the priority filtering results, the filtering priorities, the matching air-conditioning model information corresponding to each of the filtering parameters and the corresponding air-conditioning requirement information.

[0017] As an optional implementation, in the first aspect of the present invention, analyzing the priority screening results corresponding to all the conflicting screening parameters according to the screening priority situation and the air conditioning requirement information corresponding to all the conflicting screening parameters includes:

[0018] Determine the priority weights corresponding to all the conflicting screening parameters according to the screening priority situation, and analyze the first comprehensive requirement information corresponding to all the conflicting screening parameters according to the priority weights and the air conditioning requirement information corresponding to all the conflicting screening parameters;

[0019] According to the screening conflict situation and the air conditioning requirement information corresponding to each of the screening parameters, determining the matching screening parameter situation, and according to the matching screening parameter situation and the air conditioning requirement information corresponding to each of the screening parameters, analyzing the second comprehensive requirement information corresponding to all of the screening parameters;

[0020] According to the first comprehensive requirement information and the second comprehensive requirement information, priority screening results corresponding to all the conflicting screening parameters are analyzed.

[0021] As an optional implementation manner, in the first aspect of the present invention, analyzing the air conditioning requirement information corresponding to each of the screening parameters according to the screening requirement information includes:

[0022] When the screening parameters include installation screening parameters and the installation screening parameters include cost screening parameters, analyzing the disposable cost information corresponding to the air conditioner to be installed according to the screening requirement information; determining acceptable cost expenditure information corresponding to the air conditioner to be installed according to the screening requirement information and the disposable cost information, wherein the cost expenditure information includes one or more of the air conditioner purchase cost information, air conditioner installation cost information and air conditioner operation cost information of the air conditioner to be installed; determining the air conditioner requirement information corresponding to the cost screening parameters according to the cost expenditure information;

[0023] When the screening parameters include installation screening parameters and the installation screening parameters include installation location screening parameters, determining the area information corresponding to the expected use area of ​​the air conditioner to be installed; determining at least one installable sub-area in the expected use area according to the screening requirement information and the area information, and determining at least one wind-receiving sub-area in the expected use area according to the screening requirement information and the area information; determining the air conditioning requirement information corresponding to the installation location screening parameters according to the location information corresponding to all the installable sub-areas and the location information corresponding to all the wind-receiving sub-areas;

[0024] When the screening parameters include installation screening parameters and the installation screening parameters include installation condition screening parameters, the installation configuration information corresponding to the air conditioner to be installed is determined according to the screening requirement information, and the installation configuration information includes one or more of installation operation information, installation behavior information, installation personnel information and installation environment information; based on the installation configuration information, the air conditioner requirement information corresponding to the installation condition screening parameters is determined.

[0025] As an optional implementation manner, in the first aspect of the present invention, analyzing the air conditioning requirement information corresponding to each of the screening parameters according to the screening requirement information includes:

[0026] When the screening parameters include an operation energy consumption screening parameter, at least one application scenario corresponding to the air conditioner to be installed is determined according to the screening requirement information; the equipment operation energy consumption information of each application scenario is determined according to the screening requirement information and the equipment information of the expected use area corresponding to the air conditioner to be installed; the air conditioner requirement information corresponding to the operation energy consumption screening parameter is determined according to the equipment operation energy consumption information of each application scenario;

[0027] When the screening parameters include operating efficacy screening parameters, the area function information of the expected usage area corresponding to the air conditioner to be installed is determined according to the screening requirement information; the interactive linkage information of the smart devices in the expected usage area is determined according to the screening requirement information and the area function information; and the air conditioner requirement information corresponding to the operating efficacy screening parameters is determined according to the area function information and the interactive linkage information.

[0028] As an optional implementation manner, in the first aspect of the present invention, analyzing the air conditioning requirement information corresponding to each of the screening parameters according to the screening requirement information includes:

[0029] When the screening parameters include a use and control screening parameter, determining user attribute information of a user who uses and controls the air conditioner to be installed according to the screening requirement information;

[0030] Analyzing the user's proficiency and efficiency in using the smart device according to the user attribute information and the screening requirement information;

[0031] The air conditioning requirement information corresponding to the usage control screening parameter is determined according to the user attribute information, the usage proficiency and the mastery efficiency.

[0032] The second aspect of the present invention discloses an intelligent air conditioner screening device based on multi-modal installation requirements, the device comprising:

[0033] An information acquisition module, used to acquire screening requirement information for screening out air conditioner models to be installed, wherein the screening requirement information includes one or more of installation requirement information, operation energy consumption requirement information, operation efficacy requirement information, and use control requirement information of the air conditioner to be installed;

[0034] A determination module, used to determine at least one screening parameter according to the screening requirement information;

[0035] An analysis module, used for analyzing the air conditioning requirement information corresponding to each of the screening parameters according to the screening requirement information;

[0036] The air conditioning determination module is used to determine the final recommended air conditioning model of the air conditioning to be installed according to all the screening parameters and the air conditioning requirement information corresponding to each of the screening parameters.

[0037] As an optional implementation, in the second aspect of the present invention, the air conditioning determination module determines the final recommended air conditioning model of the air conditioning to be installed according to all the screening parameters and the air conditioning requirement information corresponding to each of the screening parameters, specifically including:

[0038] Calculate the number of parameters corresponding to all the screening parameters;

[0039] When the number of parameters is 1, determining matching air conditioner model information corresponding to the screening parameters according to the air conditioner requirement information corresponding to the screening parameters, and determining a final recommended air conditioner model of the air conditioner to be installed according to the matching air conditioner model information;

[0040] When the number of parameters is greater than 1, for each of the screening parameters, according to the air conditioning requirement information corresponding to the screening parameter, the matching air conditioning model information corresponding to the screening parameter is determined; according to the matching air conditioning model information corresponding to each of the screening parameters and the corresponding air conditioning requirement information, the final recommended air conditioning model of the air conditioner to be installed is determined;

[0041] Among them, the screening parameters include one or more of installation screening parameters, operation energy consumption screening parameters, operation efficiency screening parameters and usage control screening parameters; the installation screening parameters include one or more of cost screening parameters, installation location screening parameters and installation condition screening parameters.

[0042] As an optional implementation, in the second aspect of the present invention, the air conditioning determination module determines the final recommended air conditioning model of the air conditioning to be installed according to the matching air conditioning model information and the corresponding air conditioning requirement information corresponding to each of the screening parameters, specifically including:

[0043] According to the matching air conditioner model information corresponding to each of the screening parameters, analyzing the correlation between the matching air conditioner models corresponding to all the screening parameters;

[0044] Determine whether the correlation is greater than or equal to a preset correlation threshold, and when the determination result is yes, determine the final recommended air conditioner model of the air conditioner to be installed according to all the matching air conditioner model information;

[0045] When the judgment result is no, the filtering conflicts corresponding to all the filtering parameters are determined according to the air-conditioning requirement information corresponding to each of the filtering parameters, and at least two conflicting filtering parameters that meet the filtering conflict conditions are determined from all the filtering parameters according to the filtering conflicts; the filtering priorities corresponding to all the filtering parameters are determined, and the priority filtering results corresponding to all the conflicting filtering parameters are analyzed according to the filtering priorities and the air-conditioning requirement information corresponding to all the conflicting filtering parameters; the final recommended air-conditioning model of the air-conditioning to be installed is determined according to the priority filtering results, the filtering priorities, the matching air-conditioning model information corresponding to each of the filtering parameters and the corresponding air-conditioning requirement information.

[0046] As an optional implementation, in the second aspect of the present invention, the air conditioning determination module analyzes the priority screening results corresponding to all the conflicting screening parameters according to the screening priority situation and the air conditioning requirement information corresponding to all the conflicting screening parameters, specifically including:

[0047] Determine the priority weights corresponding to all the conflicting screening parameters according to the screening priority situation, and analyze the first comprehensive requirement information corresponding to all the conflicting screening parameters according to the priority weights and the air conditioning requirement information corresponding to all the conflicting screening parameters;

[0048] According to the screening conflict situation and the air conditioning requirement information corresponding to each of the screening parameters, determining the matching screening parameter situation, and according to the matching screening parameter situation and the air conditioning requirement information corresponding to each of the screening parameters, analyzing the second comprehensive requirement information corresponding to all of the screening parameters;

[0049] According to the first comprehensive requirement information and the second comprehensive requirement information, priority screening results corresponding to all the conflicting screening parameters are analyzed.

[0050] As an optional implementation, in the second aspect of the present invention, the analysis module analyzes the air conditioning requirement information corresponding to each of the screening parameters according to the screening requirement information, specifically including:

[0051] When the screening parameters include installation screening parameters and the installation screening parameters include cost screening parameters, analyzing the disposable cost information corresponding to the air conditioner to be installed according to the screening requirement information; determining acceptable cost expenditure information corresponding to the air conditioner to be installed according to the screening requirement information and the disposable cost information, wherein the cost expenditure information includes one or more of the air conditioner purchase cost information, air conditioner installation cost information and air conditioner operation cost information of the air conditioner to be installed; determining the air conditioner requirement information corresponding to the cost screening parameters according to the cost expenditure information;

[0052] When the screening parameters include installation screening parameters and the installation screening parameters include installation location screening parameters, determining the area information corresponding to the expected use area of ​​the air conditioner to be installed; determining at least one installable sub-area in the expected use area according to the screening requirement information and the area information, and determining at least one wind-receiving sub-area in the expected use area according to the screening requirement information and the area information; determining the air conditioning requirement information corresponding to the installation location screening parameters according to the location information corresponding to all the installable sub-areas and the location information corresponding to all the wind-receiving sub-areas;

[0053] When the screening parameters include installation screening parameters and the installation screening parameters include installation condition screening parameters, the installation configuration information corresponding to the air conditioner to be installed is determined according to the screening requirement information, and the installation configuration information includes one or more of installation operation information, installation behavior information, installation personnel information and installation environment information; based on the installation configuration information, the air conditioner requirement information corresponding to the installation condition screening parameters is determined.

[0054] As an optional implementation, in the second aspect of the present invention, the analysis module analyzes the air conditioning requirement information corresponding to each of the screening parameters according to the screening requirement information, specifically including:

[0055] When the screening parameters include an operation energy consumption screening parameter, at least one application scenario corresponding to the air conditioner to be installed is determined according to the screening requirement information; the equipment operation energy consumption information of each application scenario is determined according to the screening requirement information and the equipment information of the expected use area corresponding to the air conditioner to be installed; the air conditioner requirement information corresponding to the operation energy consumption screening parameter is determined according to the equipment operation energy consumption information of each application scenario;

[0056] When the screening parameters include operating efficacy screening parameters, the area function information of the expected usage area corresponding to the air conditioner to be installed is determined according to the screening requirement information; the interactive linkage information of the smart devices in the expected usage area is determined according to the screening requirement information and the area function information; and the air conditioner requirement information corresponding to the operating efficacy screening parameters is determined according to the area function information and the interactive linkage information.

[0057] As an optional implementation, in the second aspect of the present invention, the analysis module analyzes the air conditioning requirement information corresponding to each of the screening parameters according to the screening requirement information, specifically including:

[0058] When the screening parameters include a use and control screening parameter, determining user attribute information of a user who uses and controls the air conditioner to be installed according to the screening requirement information;

[0059] Analyzing the user's proficiency and efficiency in using the smart device according to the user attribute information and the screening requirement information;

[0060] The air conditioning requirement information corresponding to the usage control screening parameter is determined according to the user attribute information, the usage proficiency and the mastery efficiency.

[0061] The third aspect of the present invention discloses another intelligent air conditioner screening device based on multi-modal installation requirements, the device comprising:

[0062] A memory storing executable program code;

[0063] a processor coupled to the memory;

[0064] The processor calls the executable program code stored in the memory to execute the intelligent air conditioner screening method based on multi-modal installation requirements disclosed in the first aspect of the present invention.

[0065] The fourth aspect of the present invention discloses a computer storage medium, which stores computer instructions. When the computer instructions are called, they are used to execute the intelligent air conditioner screening method based on multimodal installation requirements disclosed in the first aspect of the present invention.

[0066] Compared with the prior art, the embodiments of the present invention have the following beneficial effects:

[0067] In an embodiment of the present invention, screening requirement information for screening out the air conditioner model of the air conditioner to be installed is obtained, and the screening requirement information includes one or more of the installation requirement information, operation energy consumption requirement information, operation efficiency requirement information and use control requirement information of the air conditioner to be installed; according to the screening requirement information, at least one screening parameter is determined, and according to the screening requirement information, the air conditioner requirement information corresponding to each screening parameter is analyzed; according to all the screening parameters and the air conditioner requirement information corresponding to each screening parameter, the final recommended air conditioner model of the air conditioner to be installed is determined. It can be seen that the present invention can analyze the final recommended air conditioner model for the air conditioner to be installed according to the multi-modal screening requirement information, realize the intelligent screening and recommendation function of the air conditioner model, which is conducive to improving the comprehensiveness and rationality of the air conditioner model screening method, and then it is conducive to improving the diversity and pertinence of the screening consideration parameters of the air conditioner model, so as to improve the accuracy and reliability of the determined air conditioner recommended model, in addition, it is also conducive to improving the screening efficiency and screening convenience of the air conditioner recommended model, so as to improve the recommendation accuracy and recommendation efficiency of the air conditioner to be installed, and to a certain extent, it is conducive to improving the user experience of using the air conditioner. BRIEF DESCRIPTION OF THE DRAWINGS

[0068] In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the following briefly introduces the drawings required for use in the description of the embodiments. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without creative work.

[0069] Figure 1 It is a schematic diagram of a scenario to which an intelligent air conditioner screening method based on multi-modal installation requirements disclosed in an embodiment of the present invention is applicable;

[0070] Figure 2 It is a flow chart of an intelligent air conditioner screening method based on multi-modal installation requirements disclosed in an embodiment of the present invention;

[0071] Figure 3 It is a structural schematic diagram of an air conditioner intelligent screening device based on multi-modal installation requirements disclosed in an embodiment of the present invention;

[0072] Figure 4 It is a structural schematic diagram of another intelligent air-conditioning screening device based on multi-modal installation requirements disclosed in an embodiment of the present invention. DETAILED DESCRIPTION

[0073] In order to enable those skilled in the art to better understand the scheme of the present invention, the technical scheme in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only 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.

[0074] The terms "first", "second", etc. in the specification and claims of the present invention and the above-mentioned drawings are used to distinguish different objects rather than to describe a specific order. In addition, the terms "including" and "having" and any variations thereof are intended to cover non-exclusive inclusions. For example, a process, method, device, product or end including a series of steps or units is not limited to the listed steps or units, but may optionally include steps or units that are not listed, or may optionally include other steps or units inherent to these processes, methods, products or ends.

[0075] Reference to "embodiments" herein means that a particular feature, structure, or characteristic described in conjunction with the embodiments may be included in at least one embodiment of the present invention. The appearance of the phrase in various places in the specification does not necessarily refer to the same embodiment, nor is it an independent or alternative embodiment that is mutually exclusive with other embodiments. It is explicitly and implicitly understood by those skilled in the art that the embodiments described herein may be combined with other embodiments.

[0076] The present invention discloses an intelligent screening method and device for air conditioners based on multi-modal installation requirements, which can analyze the final recommended air conditioner model for the air conditioner to be installed according to the multi-modal screening requirement information, realize the intelligent screening and recommendation function of the air conditioner model, and is conducive to improving the comprehensiveness and rationality of the air conditioner model screening method, and then is conducive to improving the diversity and pertinence of the parameters considered in the screening of the air conditioner model, so as to improve the accuracy and reliability of the determined recommended air conditioner model, in addition, it is also conducive to improving the screening efficiency and screening convenience of the recommended air conditioner model, so as to improve the recommendation accuracy and efficiency of the air conditioner to be installed, and to a certain extent, it is conducive to improving the user experience of using the air conditioner. The following are detailed descriptions.

[0077] In order to better understand the air conditioner intelligent screening method and device based on multi-modal installation requirements described in the present invention, firstly, the scenario architecture applicable to the air conditioner intelligent screening method based on multi-modal installation requirements is described. Specifically, the scenario architecture can be as follows: Figure 1 As shown, the server analyzes and filters the demand information. The server determines that the air-conditioning requirement information of the cost filtering parameters is used to indicate the requirement of economy, and the air-conditioning requirement information of the control filtering parameters is used to indicate that the control steps are simple and intelligent. Furthermore, the server determines that the final recommended air-conditioning model is air-conditioning model B by comparing the configuration information of air-conditioning model A, air-conditioning model B and air-conditioning model C, so as to realize the intelligent determination and recommendation functions of the air-conditioning model.

[0078] It should be noted that Figure 1 The scenario diagram shown is only to illustrate a scenario applicable to an intelligent air conditioner screening method based on multi-modal installation requirements. The various smart devices involved are only schematically displayed. The specific structure / size / shape / location / installation method and the communication method between the various smart devices can be adaptively adjusted according to the actual scenario. Figure 1 The scenario shown is not limiting in this regard.

[0079] Embodiment 1

[0080] See also Figure 2 , Figure 2 : is a flow chart of an intelligent air conditioner screening method based on multi-modal installation requirements disclosed in an embodiment of the present invention. Figure 2The described method can be applied to an intelligent air conditioning screening device based on multi-modal installation requirements, wherein the device may include a server, wherein the server includes a local server or a cloud server, which is not limited in the embodiments of the present invention. Figure 2 As shown, the intelligent air conditioner screening method based on multi-modal installation requirements includes the following operations:

[0081] 101. Obtain screening requirement information for screening out air conditioner models to be installed, the screening requirement information including one or more of installation requirement information, operation energy consumption requirement information, operation efficiency requirement information, and use control requirement information of the air conditioner to be installed.

[0082] 102. Determine at least one screening parameter based on the screening requirement information.

[0083] Further optionally, the determining of at least one screening parameter according to the screening requirement information may include:

[0084] Determine, according to the screening requirement information, a first screening parameter set that is directly related to the screening requirement information;

[0085] Determine a second screening parameter set indirectly related to the screening requirement information according to the screening requirement information, the first screening parameter set, the set screening parameter association relationship and the set requirement information association relationship;

[0086] At least one screening parameter is determined according to the first screening parameter set and the second screening parameter set.

[0087] Optionally, if there is no first screening parameter directly related to the screening requirement information, the first screening parameter set is empty; if there is a second screening parameter indirectly related to the screening requirement information, the second screening parameter set is empty, which is not limited in this embodiment of the present invention.

[0088] 103. According to the screening demand information, analyze the air conditioning requirement information corresponding to each screening parameter.

[0089] 104. Determine a final recommended air conditioner model for the air conditioner to be installed based on all screening parameters and air conditioner requirement information corresponding to each screening parameter.

[0090] It can be seen that the implementation of the intelligent air-conditioning screening method based on multimodal installation requirements described in the embodiment of the present invention can analyze the final recommended air-conditioning model for the air-conditioner to be installed according to the multimodal screening requirement information, and realize the intelligent screening and recommendation functions of the air-conditioning model, which is conducive to improving the comprehensiveness and rationality of the air-conditioning model screening method, and then conducive to improving the diversity and pertinence of the screening consideration parameters of the air-conditioning model, thereby facilitating improving the accuracy and reliability of the determined recommended air-conditioning model. In addition, it is also conducive to improving the screening efficiency and screening convenience of the recommended air-conditioning models, thereby facilitating improving the recommendation accuracy and efficiency of the air-conditioning to be installed, and to a certain extent, it is conducive to improving the user experience of using the air-conditioning.

[0091] In an optional embodiment, determining the final recommended air conditioner model of the air conditioner to be installed based on all the screening parameters and the air conditioner requirement information corresponding to each screening parameter may include:

[0092] Calculate the number of parameters corresponding to all screening parameters;

[0093] When the number of parameters is 1, the matching air conditioner model information corresponding to the screening parameters is determined according to the air conditioner requirement information corresponding to the screening parameters, and the final recommended air conditioner model of the air conditioner to be installed is determined according to the matching air conditioner model information;

[0094] When the number of parameters is greater than 1, for each screening parameter, the matching air conditioner model information corresponding to the screening parameter is determined according to the air conditioner requirement information corresponding to the screening parameter; the final recommended air conditioner model of the air conditioner to be installed is determined according to the matching air conditioner model information corresponding to each screening parameter and the corresponding air conditioner requirement information;

[0095] Among them, the screening parameters include one or more of installation screening parameters, operation energy consumption screening parameters, operation efficiency screening parameters and usage control screening parameters; the installation screening parameters include one or more of cost screening parameters, installation location screening parameters and installation condition screening parameters.

[0096] Optionally, the matching air conditioner model information corresponding to the screening parameters may be understood as information of the matching air conditioner model determined for the screening parameters, which is not limited in the embodiment of the present invention.

[0097] Further optionally, the above-mentioned determining the final recommended air conditioner model of the air conditioner to be installed according to the matching air conditioner model information may include:

[0098] The matching air conditioner model corresponding to the matching air conditioner model information is determined as the final recommended air conditioner model of the air conditioner to be installed, or, further information analysis operation is performed on the matching air conditioner model information to obtain the air conditioner model analysis result and the air conditioner model analysis result is determined as the final recommended air conditioner model of the air conditioner to be installed.

[0099] Optionally, the operating energy consumption screening parameters can be understood as: relevant parameters that can reflect the operating energy consumption of the air conditioner, and relevant parameters that are associated with the operating energy consumption of the air conditioner, which is not limited in the embodiment of the present invention.

[0100] Optionally, the operating efficacy in the operating efficacy screening parameters can be understood as the functions and operating effects of the air conditioner; further, the operating efficacy screening parameters can be understood as: relevant parameters that can reflect the operating efficacy of the air conditioner, and relevant parameters that are related to the operating efficacy of the air conditioner, which is not limited in the embodiments of the present invention.

[0101] Optionally, the usage control in the usage control screening parameters can be understood as the usage control method, usage control authority, usage control regulations, usage control conditions, usage control behavior steps, etc. of the air conditioner; further, the usage control screening parameters can be understood as: relevant parameters that can reflect the usage control situation of the air conditioner, and relevant parameters that are related to the usage control situation of the air conditioner, which is not limited in the embodiments of the present invention.

[0102] Optionally, the costs in the cost screening parameters can be understood as the cost of the air conditioner itself, the cost of air conditioner installation, the cost of air conditioner maintenance, the cost of air conditioner repair, the cost of air conditioner transportation and other costs related to the air conditioner; further, the cost screening parameters can be understood as: relevant parameters that can reflect the cost situation of the air conditioner, and relevant parameters that are related to the cost situation of the air conditioner, which are not limited in the embodiments of the present invention.

[0103] Optionally, the installation position in the installation position screening parameters can be understood as the installation position of the air conditioner itself, the installation position of the air conditioner outdoor unit, the placement of other equipment in the air conditioner installation area, equipment layout, etc.; further, the installation position screening parameters can be understood as: relevant parameters that can reflect the installation location of the air conditioner, the installation location requirements, and relevant parameters that are associated with the installation location of the air conditioner and the installation location requirements, which are not limited in the embodiments of the present invention.

[0104] Optionally, the installation conditions in the installation condition screening parameters can be understood as the installation requirements of the air conditioner itself, the installation requirements of the air conditioner outdoor unit, the requirements of other equipment in the air conditioner installation area, etc., specifically: installation environment requirements, installation scene requirements, installation area area requirements, ventilation requirements, heat dissipation requirements, power supply requirements, etc.; further, the installation condition screening parameters can be understood as: relevant parameters that can reflect the installation conditions of the air conditioner, and relevant parameters that are related to the installation conditions of the air conditioner, which are not limited in the embodiments of the present invention.

[0105] It can be seen that this optional embodiment can match the corresponding air-conditioning model determination method according to the number of parameters of the screening parameters, which is conducive to improving the comprehensiveness and rationality of the air-conditioning model determination method, and then is conducive to improving the pertinence and flexibility of the air-conditioning model determination method, thereby helping to improve the accuracy and reliability of the final recommended air-conditioning model.

[0106] In another optional embodiment, the above-mentioned determining the final recommended air conditioner model of the air conditioner to be installed according to the matching air conditioner model information and the corresponding air conditioner requirement information corresponding to each screening parameter may include:

[0107] According to the matching air conditioner model information corresponding to each screening parameter, analyzing the correlation between the matching air conditioner models corresponding to all the screening parameters;

[0108] Determine whether the correlation is greater than or equal to a preset correlation threshold, and when the determination result is yes, determine the final recommended air conditioner model of the air conditioner to be installed based on all matching air conditioner model information;

[0109] When the judgment result is no, determine the filtering conflicts corresponding to all filtering parameters according to the air conditioning requirement information corresponding to each filtering parameter, and determine at least two conflicting filtering parameters that meet the filtering conflict conditions from all filtering parameters according to the filtering conflicts; determine the filtering priorities corresponding to all filtering parameters, and analyze the priority filtering results corresponding to all conflicting filtering parameters according to the filtering priorities and the air conditioning requirement information corresponding to all conflicting filtering parameters; determine the final recommended air conditioning model of the air conditioner to be installed according to the priority filtering results, the filtering priorities, the matching air conditioning model information corresponding to each filtering parameter and the corresponding air conditioning requirement information.

[0110] Optionally, the correlation of matching air-conditioning models can be understood as: the similarity between the air-conditioners corresponding to different air-conditioning models in terms of one or more aspects such as required cost, installation location, installation conditions, operating energy consumption, operating function effect, and usage control, which is not limited in the embodiments of the present invention; further, for example: when the operating energy consumption of the air-conditioning model A is higher and the operating energy consumption of the air-conditioning model B is lower, the correlation between the air-conditioning model A and the air-conditioning model B is low; when the usage control of the air-conditioning model A is more intelligent and the usage control of the air-conditioning model B is simpler, the correlation between the air-conditioning model A and the air-conditioning model B is high; other situations are similarly obtainable and will not be described one by one here.

[0111] Optionally, the above-mentioned determining the final recommended air conditioner model of the air conditioner to be installed based on all matching air conditioner model information may include:

[0112] Analyze the comprehensive screening satisfaction of each matching air conditioner model according to the comprehensive requirement information corresponding to the screening demand information, the air conditioner requirement information corresponding to each screening parameter, and the information of each matching air conditioner model;

[0113] A target matching air-conditioning model whose comprehensive screening satisfaction meets the comprehensive screening satisfaction condition is screened out from all matching air-conditioning models, and the target matching air-conditioning model is determined as the final recommended air-conditioning model of the air-conditioning to be installed.

[0114] Optionally, satisfying the comprehensive screening satisfaction condition may be the comprehensive screening satisfaction with the largest satisfaction value among all comprehensive screening satisfactions, and / or the comprehensive screening satisfaction with a satisfaction value greater than or equal to a preset satisfaction value threshold among all comprehensive screening satisfactions, which is not limited in the embodiments of the present invention.

[0115] Optionally, filter conflict situations. For example: when the air conditioning requirement information corresponding to the cost filtering parameter indicates that low cost is required, and the air conditioning requirement information corresponding to the operating efficiency filtering parameter indicates that the air conditioning is required to be equipped with multiple functions, then there is a conflict between the cost filtering parameter and the operating efficiency filtering parameter. Other situations are similarly applicable and will not be described one by one here.

[0116] Optionally, the screening priority situation can be understood as the order of emphasis on different screening parameters, which is not limited in the embodiments of the present invention; further, for example: the affordability of the air conditioner is the most important (i.e. the cost screening parameter has the highest priority), and the air conditioner only needs to be equipped with basic functions (i.e. the operating efficiency screening parameter has a low priority), and other situations are similarly applicable, and no further examples are given here.

[0117] It can be seen that this optional embodiment can determine the final recommended air-conditioning model of the air-conditioning to be installed according to the correlation of the matching air-conditioning models corresponding to all screening parameters, the corresponding screening conflicts and the screening priority situations, which is conducive to improving the comprehensiveness and rationality of the final recommended air-conditioning model determination method, and further conducive to improving the diversity and rationality of the analysis parameters (correlation, screening conflicts, screening priority situations) of the final recommended air-conditioning model, thereby helping to improve the accuracy and reliability of the determined most popular recommended air-conditioning model.

[0118] In yet another optional embodiment, the above-mentioned analyzing the priority screening results corresponding to all conflicting screening parameters according to the screening priority situation and the air conditioning requirement information corresponding to all conflicting screening parameters may include:

[0119] According to the screening priority situation, the priority weights corresponding to all conflicting screening parameters are determined, and according to the priority weights and the air conditioning requirement information corresponding to all conflicting screening parameters, the first comprehensive requirement information corresponding to all conflicting screening parameters is analyzed;

[0120] According to the screening conflict situation and the air conditioning requirement information corresponding to each screening parameter, determine the matching screening parameter situation, and according to the matching screening parameter situation and the air conditioning requirement information corresponding to each screening parameter, analyze the second comprehensive requirement information corresponding to all the screening parameters;

[0121] According to the first comprehensive requirement information and the second comprehensive requirement information, priority screening results corresponding to all conflicting screening parameters are analyzed.

[0122] Optionally, the first comprehensive requirement information may be understood as comprehensive requirement information obtained by determining air-conditioning requirement information of different conflicting screening parameters according to priority weights, which is not limited in the embodiment of the present invention.

[0123] Optionally, the second comprehensive requirement information may be understood as comprehensive requirement information determined based on air-conditioning requirement information with different matching screening parameters, which is not limited in the embodiment of the present invention.

[0124] Optionally, the matching filtering parameter situation may be that all filtering parameters except the conflicting filtering parameters are matching filtering parameters, or that all filtering parameters that meet the matching conditions of the air-conditioning requirements are matching filtering parameters, which is not limited in the embodiment of the present invention; further, meeting the matching conditions of the air-conditioning requirements is illustrated by way of example: the cost filtering parameter requires low cost and the operating efficiency filtering parameter requires multi-function, then it can be determined that the cost filtering parameter and the operating efficiency filtering parameter meet the matching conditions of the air-conditioning requirements, and other situations are obtainable in the same way, which will not be further described one by one here.

[0125] It can be seen that this optional embodiment can determine the first comprehensive requirement information according to the priority weight and determine the second comprehensive requirement information according to the matching screening parameters to further determine the priority screening results, which is beneficial to improving the rationality and comprehensiveness of the method for determining the priority screening results, and then beneficial to improving the pertinence and diversity of the determination parameters of the priority screening results (the first comprehensive requirement information and the second comprehensive requirement information), thereby helping to improve the accuracy and reliability of the determined priority screening results.

[0126] In yet another optional embodiment, the above-mentioned analyzing the air conditioning requirement information corresponding to each screening parameter according to the screening requirement information may include:

[0127] When the screening parameters include installation screening parameters and the installation screening parameters include cost screening parameters, analyzing the disposable cost information corresponding to the air conditioner to be installed according to the screening requirement information; determining acceptable cost expenditure information corresponding to the air conditioner to be installed according to the screening requirement information and the disposable cost information, the cost expenditure information including one or more of the air conditioner purchase cost information, the air conditioner installation cost information and the air conditioner operation cost information of the air conditioner to be installed; determining the air conditioner requirement information corresponding to the cost screening parameters according to the cost expenditure information;

[0128] When the screening parameters include installation screening parameters and the installation screening parameters include installation location screening parameters, determining the area information corresponding to the expected use area of ​​the air conditioner to be installed; determining at least one installable sub-area in the expected use area according to the screening requirement information and the area information, and determining at least one wind-receiving sub-area in the expected use area according to the screening requirement information and the area information; determining the air conditioner requirement information corresponding to the installation location screening parameters according to the location information corresponding to all installable sub-areas and the location information corresponding to all wind-receiving sub-areas;

[0129] When the screening parameters include installation screening parameters and the installation screening parameters include installation condition screening parameters, the installation configuration information corresponding to the air conditioner to be installed is determined according to the screening requirement information, and the installation configuration information includes one or more of installation operation information, installation behavior information, installation personnel information and installation environment information; based on the installation configuration information, the air conditioner requirement information corresponding to the installation condition screening parameters is determined.

[0130] Optionally, when determining the disposable expense information, the screening requirement information may include, but is not limited to, one or more of the screening price range information set by the user for the air conditioner to be installed, the user's income information, the user's occupational attribute information, the direct disposable expense range information set by the user for the air conditioner to be installed, and other information that can determine the disposable expense for the air conditioner to be installed, etc., and the embodiments of the present invention are not limited thereto.

[0131] Optionally, the air conditioning installation cost information may include, but is not limited to, cost information of parts and equipment required for air conditioning installation, cost information required for air conditioning installation staff, environmental maintenance cost information involved in air conditioning installation (such as maintenance costs for wall-drilling installation of air conditioners, etc.), cost information of resources consumed by air conditioning installation (such as electricity costs, water costs, odor removal costs, etc.) and other cost information generated by installing air conditioners, etc., and the embodiments of the present invention are not limited thereto.

[0132] Optionally, the air conditioning operation cost information may include, but is not limited to, one or more of air conditioning operation electricity cost information, air conditioning maintenance cost information, air conditioning repair cost information, operation cost information of other interactive devices related to air conditioning operation, other cost information generated by air conditioning operation, etc., and the embodiment of the present invention is not limited thereto.

[0133] Optionally, the area information corresponding to the intended use area may include, but is not limited to, one or more of the environmental information of the intended use area, scene information, location placement information of other devices in the intended use area, location movement status of other devices in the intended use area, ventilation information in the intended use area, personnel information in the intended use area, requirement information of other devices in the intended use area for air conditioning output (such as needing to be exposed to wind, not being exposed to wind, etc.), impact information of other devices in the intended use area on the air conditioning output effect, etc., and the embodiments of the present invention are not limited thereto.

[0134] Optionally, the installable sub-area may be understood as a specific location area in the expected use area where the air conditioner can be installed, which is not limited in the embodiment of the present invention.

[0135] Optionally, the wind-receiving sub-area can be understood as a specific location area in the expected use area that needs to receive the air outlet effect of the air conditioner, or a specific location area in the expected use area that can withstand the impact of the air outlet of the air conditioner, and the embodiment of the present invention is not limited thereto.

[0136] Optional, installation configuration information and air conditioning requirement information, for example: when the installation configuration information is used to indicate that the installation position of the air-conditioning outdoor unit is narrow, it is necessary to select an air-conditioning outdoor unit with a smaller specification. The same applies to other situations, and examples will not be given here one by one.

[0137] It can be seen that this optional embodiment can match the corresponding air-conditioning requirement information determination method according to the situation where the screening parameters include installation screening parameters and the installation screening parameters include cost screening parameters, installation location screening parameters, and installation condition screening parameters, which is beneficial to improving the comprehensiveness and rationality of the air-conditioning requirement information determination method, as well as improving the pertinence and flexibility of the air-conditioning requirement information determination method, and further beneficial to improving the accuracy and reliability of the determined air-conditioning requirement information.

[0138] In yet another optional embodiment, the above-mentioned analyzing the air conditioning requirement information corresponding to each screening parameter according to the screening requirement information may include:

[0139] When the screening parameters include an operation energy consumption screening parameter, at least one application scenario corresponding to the air conditioner to be installed is determined according to the screening requirement information; the equipment operation energy consumption information of each application scenario is determined according to the screening requirement information and the equipment information of the expected use area corresponding to the air conditioner to be installed; the air conditioner requirement information corresponding to the operation energy consumption screening parameter is determined according to the equipment operation energy consumption information of each application scenario;

[0140] When the screening parameters include operating efficacy screening parameters, determine the regional function information of the expected usage area corresponding to the air conditioner to be installed based on the screening requirement information; determine the interactive linkage information of the smart devices in the expected usage area based on the screening requirement information and the regional function information; determine the air conditioner requirement information corresponding to the operating efficacy screening parameters based on the regional function information and the interactive linkage information.

[0141] Optionally, the air conditioning requirement information is determined based on the application scenario. It can be understood that different scenarios can bear different operating energy consumptions, which is not limited in the embodiment of the present invention.

[0142] Optionally, the device operation energy consumption information is determined based on the application scenario. It can be understood that different application scenarios require different devices to run, and different application scenarios have different specific operation energy consumptions for the same operation device, which is not limited in the embodiments of the present invention.

[0143] Optionally, the above-mentioned determining the air conditioning requirement information corresponding to the operation energy consumption screening parameter according to the equipment operation energy consumption information of each application scenario may include:

[0144] Based on the equipment operation energy consumption information of each application scenario, the tolerable energy consumption information of the air conditioner to be installed in each application scenario is determined, and based on the tolerable energy consumption information of each application scenario, the air conditioner requirement information corresponding to the operation energy consumption screening parameters is determined.

[0145] Optionally, the air conditioning requirement information is determined based on the regional function information. It can be understood that the functions required by the air conditioner for different regional attributes are different, and the embodiments of the present invention are not limited thereto. Further, an example is given: if the expected use area is an ordinary warehouse, the air conditioner only needs to realize the ordinary air outlet function; if the expected use area is a smart home area, the air conditioner needs to realize diverse and intelligent air outlet functions. Other situations are similarly obtainable, and examples will not be given one by one here.

[0146] Optionally, the regional function information of the intended use area can be used to indicate the regional properties, regional attributes, regional functions, etc. of the intended use area; further, for example: the regional function information is used to indicate that the intended use area is an ordinary warehouse, a smart home area, a constant temperature storage room, etc., which is not limited in the embodiments of the present invention.

[0147] Optionally, the interactive linkage information can be used to indicate whether there are smart devices in the expected use area, specific smart devices and specific device information of the smart devices in the expected use area, interactive linkage configuration between smart devices in the expected use area, etc., which is not limited in the embodiments of the present invention.

[0148] It can be seen that this optional embodiment can match the corresponding air-conditioning requirement information determination method according to the screening parameters including operating energy consumption screening parameters and operating efficiency screening parameters, which is beneficial to improving the comprehensiveness and rationality of the air-conditioning requirement information determination method, as well as improving the pertinence and flexibility of the air-conditioning requirement information determination method, and further helps to improve the accuracy and reliability of the determined air-conditioning requirement information.

[0149] In yet another optional embodiment, the above-mentioned analyzing the air conditioning requirement information corresponding to each screening parameter according to the screening requirement information may include:

[0150] When the screening parameters include a use control screening parameter, determining user attribute information of a user who uses the control of the air conditioner to be installed according to the screening requirement information;

[0151] Analyze users’ proficiency and efficiency in using smart devices based on user attribute information and screening demand information;

[0152] According to the user attribute information, usage proficiency and high efficiency, the air conditioning requirement information corresponding to the control screening parameters is determined.

[0153] Optionally, the user attribute information may include, but is not limited to, one or more of user age information, user occupation information, user education status, user experience information, user involved field information, etc., and is not limited in the embodiment of the present invention.

[0154] Optionally, the air conditioning requirement information is determined based on the user attribute information. For example: if the user who uses the air conditioner to be installed is a child or an elderly person, the use and operation of the air conditioner should be as simple and intelligent as possible. The same applies to other situations, and no further examples are given here.

[0155] Optionally, the air conditioning requirement information is determined based on the proficiency of using the smart device. For example: if the user who is to operate the air conditioner to be installed does not know how to use a smart device, the operation of the air conditioner should be as simple and intelligent as possible. The same applies to other situations, and examples will not be given here one by one.

[0156] Optionally, the air conditioning requirement information is determined based on the efficiency of the smart device. For example, if the user who uses the smart device to control the air conditioner to be installed is inefficient in learning to use the smart device, the use and operation of the air conditioner should be as simple and intelligent as possible. The same applies to other situations, and no further examples will be given here.

[0157] Optionally, the efficiency of the user's mastery of the smart device may be understood as the efficiency of the user's mastery of the smart device, which is not limited in the embodiment of the present invention.

[0158] Optionally, the proficiency in use and the efficiency in mastering the smart devices are determined based on the user attribute information. For example, compared with young people, the elderly are relatively less proficient in using smart devices and have relatively lower efficiency in mastering the smart devices. The same is true for other situations, and examples will not be given here one by one.

[0159] It can be seen that this optional embodiment can target screening parameters, including using manipulation of screening parameters to match corresponding air-conditioning requirement information determination methods, which is beneficial to improving the comprehensiveness and rationality of the air-conditioning requirement information determination method, as well as improving the pertinence of the air-conditioning requirement information determination method, thereby helping to improve the accuracy and reliability of the determined air-conditioning requirement information.

[0160] Embodiment 2

[0161] See also Figure 3 , Figure 3 : is a schematic diagram of the structure of an intelligent air conditioning screening device based on multi-modal installation requirements disclosed in an embodiment of the present invention. Figure 3 The described device may include a server, wherein the server includes a local server or a cloud server, which is not limited in the embodiment of the present invention. Figure 3 As shown, the air conditioner intelligent screening device based on multi-modal installation requirements may include:

[0162] The information acquisition module 301 is used to obtain screening requirement information for screening out air conditioner models to be installed, and the screening requirement information includes one or more of the installation requirement information, operation energy consumption requirement information, operation efficiency requirement information and use control requirement information of the air conditioner to be installed.

[0163] The determination module 302 is used to determine at least one screening parameter according to the screening requirement information.

[0164] The analysis module 303 is used to analyze the air conditioning requirement information corresponding to each screening parameter according to the screening requirement information.

[0165] The air conditioning determination module 304 is used to determine the final recommended air conditioning model of the air conditioning to be installed according to all the screening parameters and the air conditioning requirement information corresponding to each screening parameter.

[0166] It can be seen that implementation Figure 3The described intelligent air-conditioning screening device based on multimodal installation requirements can analyze the final recommended air-conditioning model for the air-conditioner to be installed according to the multimodal screening requirement information, and realize the intelligent screening and recommendation functions of the air-conditioning model, which is conducive to improving the comprehensiveness and rationality of the air-conditioning model screening method, and then conducive to improving the diversity and pertinence of the screening consideration parameters of the air-conditioning model, thereby facilitating improving the accuracy and reliability of the determined recommended air-conditioning model. In addition, it is also conducive to improving the screening efficiency and screening convenience of the recommended air-conditioning models, thereby facilitating improving the recommendation accuracy and efficiency of the air-conditioning to be installed, and to a certain extent, it is conducive to improving the user experience of using the air-conditioning.

[0167] In an optional embodiment, the air conditioning determination module 304 determines the final recommended air conditioning model of the air conditioning to be installed according to all the screening parameters and the air conditioning requirement information corresponding to each screening parameter, specifically including:

[0168] Calculate the number of parameters corresponding to all screening parameters;

[0169] When the number of parameters is 1, the matching air conditioner model information corresponding to the screening parameters is determined according to the air conditioner requirement information corresponding to the screening parameters, and the final recommended air conditioner model of the air conditioner to be installed is determined according to the matching air conditioner model information;

[0170] When the number of parameters is greater than 1, for each screening parameter, the matching air conditioner model information corresponding to the screening parameter is determined according to the air conditioner requirement information corresponding to the screening parameter; the final recommended air conditioner model of the air conditioner to be installed is determined according to the matching air conditioner model information corresponding to each screening parameter and the corresponding air conditioner requirement information;

[0171] Among them, the screening parameters include one or more of installation screening parameters, operation energy consumption screening parameters, operation efficiency screening parameters and usage control screening parameters; the installation screening parameters include one or more of cost screening parameters, installation location screening parameters and installation condition screening parameters.

[0172] It can be seen that implementation Figure 3 The described device can also match the corresponding air-conditioning model determination method according to the number of parameters of the screening parameters, which is conducive to improving the comprehensiveness and rationality of the air-conditioning model determination method, and then is conducive to improving the pertinence and flexibility of the air-conditioning model determination method, thereby helping to improve the accuracy and reliability of the final recommended air-conditioning model.

[0173] In another optional embodiment, the air conditioner determination module 304 determines the final recommended air conditioner model of the air conditioner to be installed according to the matching air conditioner model information and the corresponding air conditioner requirement information corresponding to each screening parameter, specifically including:

[0174] According to the matching air conditioner model information corresponding to each screening parameter, analyzing the correlation between the matching air conditioner models corresponding to all the screening parameters;

[0175] Determine whether the correlation is greater than or equal to a preset correlation threshold, and when the determination result is yes, determine the final recommended air conditioner model of the air conditioner to be installed based on all matching air conditioner model information;

[0176] When the judgment result is no, determine the filtering conflicts corresponding to all filtering parameters according to the air conditioning requirement information corresponding to each filtering parameter, and determine at least two conflicting filtering parameters that meet the filtering conflict conditions from all filtering parameters according to the filtering conflicts; determine the filtering priorities corresponding to all filtering parameters, and analyze the priority filtering results corresponding to all conflicting filtering parameters according to the filtering priorities and the air conditioning requirement information corresponding to all conflicting filtering parameters; determine the final recommended air conditioning model of the air conditioner to be installed according to the priority filtering results, the filtering priorities, the matching air conditioning model information corresponding to each filtering parameter and the corresponding air conditioning requirement information.

[0177] It can be seen that implementation Figure 3 The described device can also determine the final recommended air conditioning model of the air conditioner to be installed based on the correlation of the matching air conditioning models corresponding to all screening parameters, the corresponding screening conflicts and the screening priority situations, which is conducive to improving the comprehensiveness and rationality of the method for determining the final recommended air conditioning model, and further conducive to improving the diversity and rationality of the analysis parameters (correlation, screening conflicts, screening priority situations) of the final recommended air conditioning model, thereby helping to improve the accuracy and reliability of the determined most popular recommended air conditioning model.

[0178] In another optional embodiment, the air conditioning determination module 304 analyzes the priority screening results corresponding to all conflicting screening parameters according to the screening priority and the air conditioning requirement information corresponding to all conflicting screening parameters in a manner that specifically includes:

[0179] According to the screening priority situation, the priority weights corresponding to all conflicting screening parameters are determined, and according to the priority weights and the air conditioning requirement information corresponding to all conflicting screening parameters, the first comprehensive requirement information corresponding to all conflicting screening parameters is analyzed;

[0180] According to the screening conflict situation and the air conditioning requirement information corresponding to each screening parameter, determine the matching screening parameter situation, and according to the matching screening parameter situation and the air conditioning requirement information corresponding to each screening parameter, analyze the second comprehensive requirement information corresponding to all the screening parameters;

[0181] According to the first comprehensive requirement information and the second comprehensive requirement information, priority screening results corresponding to all conflicting screening parameters are analyzed.

[0182] It can be seen that implementation Figure 3 The described device can also determine the first comprehensive requirement information according to the priority weight and determine the second comprehensive requirement information according to the matching screening parameters to further determine the priority screening results, which is conducive to improving the rationality and comprehensiveness of the method for determining the priority screening results, and then conducive to improving the pertinence and diversity of the determination parameters of the priority screening results (the first comprehensive requirement information and the second comprehensive requirement information), thereby helping to improve the accuracy and reliability of the determined priority screening results.

[0183] In another optional embodiment, the analysis module 303 analyzes the air conditioning requirement information corresponding to each screening parameter according to the screening requirement information in a manner specifically including:

[0184] When the screening parameters include installation screening parameters and the installation screening parameters include cost screening parameters, analyzing the disposable cost information corresponding to the air conditioner to be installed according to the screening requirement information; determining acceptable cost expenditure information corresponding to the air conditioner to be installed according to the screening requirement information and the disposable cost information, the cost expenditure information including one or more of the air conditioner purchase cost information, the air conditioner installation cost information and the air conditioner operation cost information of the air conditioner to be installed; determining the air conditioner requirement information corresponding to the cost screening parameters according to the cost expenditure information;

[0185] When the screening parameters include installation screening parameters and the installation screening parameters include installation location screening parameters, determining the area information corresponding to the expected use area of ​​the air conditioner to be installed; determining at least one installable sub-area in the expected use area according to the screening requirement information and the area information, and determining at least one wind-receiving sub-area in the expected use area according to the screening requirement information and the area information; determining the air conditioner requirement information corresponding to the installation location screening parameters according to the location information corresponding to all installable sub-areas and the location information corresponding to all wind-receiving sub-areas;

[0186] When the screening parameters include installation screening parameters and the installation screening parameters include installation condition screening parameters, the installation configuration information corresponding to the air conditioner to be installed is determined according to the screening requirement information, and the installation configuration information includes one or more of installation operation information, installation behavior information, installation personnel information and installation environment information; based on the installation configuration information, the air conditioner requirement information corresponding to the installation condition screening parameters is determined.

[0187] It can be seen that implementation Figure 3 The described device can also match the corresponding air-conditioning requirement information determination method according to the situation where the screening parameters include installation screening parameters and the installation screening parameters include cost screening parameters, installation location screening parameters, and installation condition screening parameters, which is beneficial to improving the comprehensiveness and rationality of the air-conditioning requirement information determination method, as well as improving the pertinence and flexibility of the air-conditioning requirement information determination method, and further beneficial to improving the accuracy and reliability of the determined air-conditioning requirement information.

[0188] In another optional embodiment, the analysis module 303 analyzes the air conditioning requirement information corresponding to each screening parameter according to the screening requirement information in a manner specifically including:

[0189] When the screening parameters include an operation energy consumption screening parameter, at least one application scenario corresponding to the air conditioner to be installed is determined according to the screening requirement information; the equipment operation energy consumption information of each application scenario is determined according to the screening requirement information and the equipment information of the expected use area corresponding to the air conditioner to be installed; the air conditioner requirement information corresponding to the operation energy consumption screening parameter is determined according to the equipment operation energy consumption information of each application scenario;

[0190] When the screening parameters include operating efficacy screening parameters, determine the regional function information of the expected usage area corresponding to the air conditioner to be installed based on the screening requirement information; determine the interactive linkage information of the smart devices in the expected usage area based on the screening requirement information and the regional function information; determine the air conditioner requirement information corresponding to the operating efficacy screening parameters based on the regional function information and the interactive linkage information.

[0191] It can be seen that implementation Figure 3 The described device can also match the corresponding air-conditioning requirement information determination method according to the screening parameters including operating energy consumption screening parameters and operating efficiency screening parameters, which is conducive to improving the comprehensiveness and rationality of the air-conditioning requirement information determination method, as well as improving the pertinence and flexibility of the air-conditioning requirement information determination method, and further helps to improve the accuracy and reliability of the determined air-conditioning requirement information.

[0192] In another optional embodiment, the analysis module 303 analyzes the air conditioning requirement information corresponding to each screening parameter according to the screening requirement information in a manner specifically including:

[0193] When the screening parameters include a use control screening parameter, determining user attribute information of a user who uses the control of the air conditioner to be installed according to the screening requirement information;

[0194] Analyze users’ proficiency and efficiency in using smart devices based on user attribute information and screening demand information;

[0195] According to the user attribute information, usage proficiency and high efficiency, the air conditioning requirement information corresponding to the control screening parameters is determined.

[0196] It can be seen that implementation Figure 3The described device can also target screening parameters, including using manipulation of screening parameters to match corresponding air conditioning requirement information determination methods, which is beneficial to improving the comprehensiveness and rationality of the air conditioning requirement information determination method, as well as improving the pertinence of the air conditioning requirement information determination method, thereby helping to improve the accuracy and reliability of the determined air conditioning requirement information.

[0197] Embodiment 3

[0198] See also Figure 4 , Figure 4 is a structural diagram of another air conditioner intelligent screening device based on multi-modal installation requirements disclosed in an embodiment of the present invention. Figure 4 The described device may include a server, wherein the server includes a local server or a cloud server, which is not limited in the embodiment of the present invention. Figure 4 As shown, the device may include:

[0199] A memory 401 storing executable program codes;

[0200] a processor 402 coupled to the memory 401;

[0201] Furthermore, it may also include an input interface 403 and an output interface 404 coupled to the processor 402;

[0202] The processor 402 calls the executable program code stored in the memory 401 to execute the steps of the intelligent air conditioner screening method based on multi-modal installation requirements described in the first embodiment.

[0203] Embodiment 4

[0204] An embodiment of the present invention discloses a computer storage medium storing a computer program for electronic data exchange, wherein the computer program enables a computer to execute the steps of the intelligent air conditioner screening method based on multi-modal installation requirements described in the first embodiment.

[0205] Embodiment 5

[0206] An embodiment of the present invention discloses a computer program product, which includes a non-transitory computer-readable storage medium storing a computer program, and the computer program is operable to enable a computer to execute the steps of the intelligent air conditioner screening method based on multimodal installation requirements described in Example 1 or Example 2.

[0207] The device embodiments described above are only illustrative, wherein the modules described as separate components may or may not be physically separated, and the components displayed as modules may or may not be physical modules, i.e., they may be located in one place, or they may be distributed on multiple network modules. Some or all of the modules may be selected according to actual needs to achieve the purpose of the scheme of this embodiment. Those of ordinary skill in the art may understand and implement it without creative work.

[0208] Through the specific description of the above embodiments, those skilled in the art can clearly understand that each implementation method can be implemented by means of software plus a necessary general hardware platform, and of course, it can also be implemented by hardware. Based on such an understanding, the above technical solution can be essentially or partly contributed to the prior art in the form of a software product, and the computer software product can be stored in a computer-readable storage medium, and the storage medium includes a read-only memory (ROM), a random access memory (RAM), a programmable read-only memory (PROM), an erasable programmable read-only memory (EPROM), a one-time programmable read-only memory (OTPROM), an electronically erasable rewritable read-only memory (EEPROM), a compact disc (CD-ROM) or other optical disc storage, magnetic disk storage, magnetic tape storage, or any other computer-readable medium that can be used to carry or store data.

[0209] Finally, it should be noted that the intelligent air-conditioning screening method and device based on multi-modal installation requirements disclosed in the embodiment of the present invention only discloses the preferred embodiments of the present invention, which are only used to illustrate the technical solution of the present invention, rather than to limit it. Although the present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that the technical solutions described in the aforementioned embodiments can still be modified, or some of the technical features can be replaced by equivalents. However, these modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the embodiments of the present invention.

Claims

1. An intelligent air conditioner screening method based on multi-modal installation requirements, characterized in that: The method comprises: Acquire screening requirement information for screening out air conditioner models to be installed, the screening requirement information including one or more of installation requirement information, operation energy consumption requirement information, operation efficiency requirement information, and use control requirement information of the air conditioner to be installed; Determine at least one screening parameter according to the screening requirement information, and analyze the air conditioning requirement information corresponding to each screening parameter according to the screening requirement information; According to all the screening parameters and the air conditioning requirement information corresponding to each of the screening parameters, a final recommended air conditioning model of the air conditioner to be installed is determined.

2. The intelligent air conditioner screening method based on multi-modal installation requirements according to claim 1 is characterized in that: The step of determining the final recommended air conditioner model of the air conditioner to be installed according to all the screening parameters and the air conditioner requirement information corresponding to each of the screening parameters includes: Calculate the number of parameters corresponding to all the screening parameters; When the number of parameters is 1, determining matching air conditioner model information corresponding to the screening parameters according to the air conditioner requirement information corresponding to the screening parameters, and determining a final recommended air conditioner model of the air conditioner to be installed according to the matching air conditioner model information; When the number of parameters is greater than 1, for each of the screening parameters, according to the air conditioning requirement information corresponding to the screening parameter, the matching air conditioning model information corresponding to the screening parameter is determined; according to the matching air conditioning model information corresponding to each of the screening parameters and the corresponding air conditioning requirement information, the final recommended air conditioning model of the air conditioner to be installed is determined; Among them, the screening parameters include one or more of installation screening parameters, operation energy consumption screening parameters, operation efficiency screening parameters and usage control screening parameters; the installation screening parameters include one or more of cost screening parameters, installation location screening parameters and installation condition screening parameters.

3. The intelligent air conditioner screening method based on multi-modal installation requirements according to claim 2 is characterized in that: The step of determining the final recommended air conditioner model of the air conditioner to be installed according to the matching air conditioner model information and the corresponding air conditioner requirement information corresponding to each of the screening parameters includes: According to the matching air conditioner model information corresponding to each of the screening parameters, analyzing the correlation between the matching air conditioner models corresponding to all the screening parameters; Determine whether the correlation is greater than or equal to a preset correlation threshold, and when the determination result is yes, determine the final recommended air conditioner model of the air conditioner to be installed according to all the matching air conditioner model information; When the judgment result is no, the filtering conflicts corresponding to all the filtering parameters are determined according to the air-conditioning requirement information corresponding to each of the filtering parameters, and at least two conflicting filtering parameters that meet the filtering conflict conditions are determined from all the filtering parameters according to the filtering conflicts; the filtering priorities corresponding to all the filtering parameters are determined, and the priority filtering results corresponding to all the conflicting filtering parameters are analyzed according to the filtering priorities and the air-conditioning requirement information corresponding to all the conflicting filtering parameters; the final recommended air-conditioning model of the air-conditioning to be installed is determined according to the priority filtering results, the filtering priorities, the matching air-conditioning model information corresponding to each of the filtering parameters and the corresponding air-conditioning requirement information.

4. The intelligent air conditioner screening method based on multi-modal installation requirements according to claim 3 is characterized in that: The step of analyzing the priority screening results corresponding to all the conflicting screening parameters according to the screening priority and the air conditioning requirement information corresponding to all the conflicting screening parameters includes: Determine the priority weights corresponding to all the conflicting screening parameters according to the screening priority situation, and analyze the first comprehensive requirement information corresponding to all the conflicting screening parameters according to the priority weights and the air conditioning requirement information corresponding to all the conflicting screening parameters; According to the screening conflict situation and the air conditioning requirement information corresponding to each of the screening parameters, determining the matching screening parameter situation, and according to the matching screening parameter situation and the air conditioning requirement information corresponding to each of the screening parameters, analyzing the second comprehensive requirement information corresponding to all of the screening parameters; According to the first comprehensive requirement information and the second comprehensive requirement information, priority screening results corresponding to all the conflicting screening parameters are analyzed.

5. The intelligent air conditioner screening method based on multi-modal installation requirements according to any one of claims 1 to 4, characterized in that: The step of analyzing the air conditioning requirement information corresponding to each of the screening parameters according to the screening requirement information includes: When the screening parameters include installation screening parameters and the installation screening parameters include cost screening parameters, analyzing the disposable cost information corresponding to the air conditioner to be installed according to the screening requirement information; determining acceptable cost expenditure information corresponding to the air conditioner to be installed according to the screening requirement information and the disposable cost information, wherein the cost expenditure information includes one or more of the air conditioner purchase cost information, air conditioner installation cost information and air conditioner operation cost information of the air conditioner to be installed; determining the air conditioner requirement information corresponding to the cost screening parameters according to the cost expenditure information; When the screening parameters include installation screening parameters and the installation screening parameters include installation location screening parameters, determining the area information corresponding to the expected use area of ​​the air conditioner to be installed; determining at least one installable sub-area in the expected use area according to the screening requirement information and the area information, and determining at least one wind-receiving sub-area in the expected use area according to the screening requirement information and the area information; determining the air conditioning requirement information corresponding to the installation location screening parameters according to the location information corresponding to all the installable sub-areas and the location information corresponding to all the wind-receiving sub-areas; When the screening parameters include installation screening parameters and the installation screening parameters include installation condition screening parameters, the installation configuration information corresponding to the air conditioner to be installed is determined according to the screening requirement information, and the installation configuration information includes one or more of installation operation information, installation behavior information, installation personnel information and installation environment information; based on the installation configuration information, the air conditioner requirement information corresponding to the installation condition screening parameters is determined.

6. The intelligent air conditioner screening method based on multi-modal installation requirements according to any one of claims 1 to 4, characterized in that: The step of analyzing the air conditioning requirement information corresponding to each of the screening parameters according to the screening requirement information includes: When the screening parameters include an operation energy consumption screening parameter, at least one application scenario corresponding to the air conditioner to be installed is determined according to the screening requirement information; the equipment operation energy consumption information of each application scenario is determined according to the screening requirement information and the equipment information of the expected use area corresponding to the air conditioner to be installed; the air conditioner requirement information corresponding to the operation energy consumption screening parameter is determined according to the equipment operation energy consumption information of each application scenario; When the screening parameters include operating efficacy screening parameters, the area function information of the expected usage area corresponding to the air conditioner to be installed is determined according to the screening requirement information; the interactive linkage information of the smart devices in the expected usage area is determined according to the screening requirement information and the area function information; and the air conditioner requirement information corresponding to the operating efficacy screening parameters is determined according to the area function information and the interactive linkage information.

7. The intelligent air conditioner screening method based on multi-modal installation requirements according to any one of claims 1 to 4, characterized in that: The step of analyzing the air conditioning requirement information corresponding to each of the screening parameters according to the screening requirement information includes: When the screening parameters include a use and control screening parameter, determining user attribute information of a user who uses and controls the air conditioner to be installed according to the screening requirement information; Analyzing the user's proficiency and efficiency in using the smart device according to the user attribute information and the screening requirement information; The air conditioning requirement information corresponding to the usage control screening parameter is determined according to the user attribute information, the usage proficiency and the mastery efficiency.

8. An intelligent air conditioning screening device based on multi-modal installation requirements, characterized in that: The device comprises: An information acquisition module, used to acquire screening requirement information for screening out air conditioner models to be installed, wherein the screening requirement information includes one or more of installation requirement information, operation energy consumption requirement information, operation efficacy requirement information, and use control requirement information of the air conditioner to be installed; A determination module, used to determine at least one screening parameter according to the screening requirement information; An analysis module, used for analyzing the air conditioning requirement information corresponding to each of the screening parameters according to the screening requirement information; The air conditioning determination module is used to determine the final recommended air conditioning model of the air conditioning to be installed according to all the screening parameters and the air conditioning requirement information corresponding to each of the screening parameters.

9. An intelligent air conditioning screening device based on multi-modal installation requirements, characterized in that: The device comprises: A memory storing executable program code; a processor coupled to the memory; The processor calls the executable program code stored in the memory to execute the intelligent air conditioner screening method based on multimodal installation requirements as described in any one of claims 1-7.

10. A computer storage medium, characterized in that: The computer storage medium stores computer instructions, and when the computer instructions are called, they are used to execute the intelligent air conditioner screening method based on multi-modal installation requirements as described in any one of claims 1-7.

Images