Green building design decoration engineering management method and system

Abstract

The invention relates to a green building design decoration engineering management method and system. The method comprises the following steps: inputting user questionnaire information into a first neural network to obtain a user VR demand index; obtaining an evaluation index of the user understanding ability of the designer; the type of the design model is determined based on the VR demand index and the evaluation index, and the accuracy of determining the type of the design model is improved; the method comprises the following steps: obtaining construction site pictures every day in a decoration engineering construction stage to obtain sub-construction item information, construction stage information and construction progress percentage; the system automatically updates the construction progress information according to the obtained information, the complexity of manually updating the construction progress every day is avoided, by setting a grey list and judging whether the newly completed sub-construction item is the last sub-construction item or not, the situation that the construction party is directly listed in a blacklist, and consequently the serious influence is caused to the construction party is avoided, and the construction efficiency is improved. And meanwhile, serious influence on owners due to intentional or malicious delay of the construction period in the final stage due to subjective factors of a construction party due to the occurrence of a blacklist is avoided.

Description

Technical Field

[0001] The present invention relates to the field of engineering management, and in particular to a green building design and decoration engineering management method and system. Background Art

[0002] The global residential interior decoration market was valued at US$7.25 billion in 2024, and according to relevant market research, it is expected to grow at a compound annual growth rate of 6.03% by 2028. The main aspects of interior design include furniture design, interior display, interior decoration, and interior space design. However, when implementing interior decoration design, interior designers will communicate with the client frequently to ensure that the design meets the client's needs. However, due to the client's lack of 3D concept, it is difficult to quickly grasp the design key points from the floor plan or to foresee the actual appearance of the final product. This often leads to a lot of time and effort required for both parties to meet and communicate before the design plan is completed.

[0003] To address these design difficulties, designers use Revit and SketchUp to present 3D design models to help owners better understand the effects of the design proposal. However, while 3D design models or animated videos can help users better understand the actual appearance of the final product, they fail to fully present the actual space dimensions. For special owners with space requirements, such as wheelchair users who may have a larger space requirement for the kitchen width, the 3D design fails to fully present the actual space dimensions, making it impossible for special owners to better understand the final effect.

[0004] As virtual reality technology matures, it has been applied to interior design. Designers can use VR technology to convert design plans into panoramic 3D models. Before renovation, homeowners can use VR equipment to immersively "walk into" the designed space and intuitively experience the spatial layout, material texture, and lighting effects. This helps homeowners make more informed decisions and improves the acceptance of design plans. However, the application of VR technology also faces some problems, such as high technical barriers, time-consuming data conversion, and high hardware requirements. VR applications require processing large amounts of data, including 3D models, materials, lighting effects, etc., and will face data conversion and compatibility issues, which will increase the difficulty of data conversion and processing. For designers and design companies, it requires more energy and material resources to solve the problem. Although in existing solutions, designers will consult the owner's opinions to design a flat design drawing, 3D design model or VR design model during the design process, for some owners, although the flat design drawing or 3D design model can make them finally understand the design plan and complete the purpose of the design stage, the owner usually chooses the VR design model instead of the flat design drawing or 3D design model, resulting in problems such as long design cycle and waste of resources. Although the existing technology can determine the design of the flat design drawing, 3D design model or VR design model based on user demand information through neural networks, the final determination result is biased due to the limited amount of user demand information. Designers judge the design plan based on the information communicated with the client, which is easily affected by subjective factors.

[0005] During the construction phase of a decoration project, personnel are often required to manually fill out and update construction progress forms daily, resulting in inefficient progress updates. Furthermore, existing project management systems blacklist contractors if they fail to complete a sub-item during a construction phase. This can lead to specific situations, such as during wall construction, where low ambient temperatures prevent construction, resulting in the sub-item being delayed while the entire decoration project is completed on schedule. This blacklisting can severely impact the contractor. Therefore, a hierarchical, scientific, and rational decoration project management method and system is urgently needed. Summary of the Invention

[0006] In view of this, the present invention provides a green building design and decoration project management method and system, which effectively realizes the scientific formulation of decoration design plans and hierarchical, scientific and reasonable decoration project management.

[0007] In a first aspect, the present invention provides a green building design and decoration project management method, comprising: S1, obtaining questionnaire information filled out by the user, wherein the questionnaire information includes the user's design requirement information and plane understanding ability information; Inputting the questionnaire information into a first neural network to obtain a user VR demand index; Obtain the designer's evaluation index of user understanding ability; Determine and generate a planar design drawing, a 3D design model, or a VR design model based on the VR demand index and the evaluation index; S2, determining a final decoration project construction plan, wherein the decoration project construction plan includes multiple sub-construction items; and executing the decoration project construction according to the plan; S3, determine whether the entire decoration project is completed, if not, execute S4, if so, execute S10, S4: Daily construction site images are acquired during the construction phase of a sub-construction item. The acquired images are fed into a second neural network to obtain sub-construction item information, construction phase information, and construction progress percentage. The system automatically updates the construction progress information based on the acquired sub-construction item information, construction phase information, and construction progress percentage. S5, determines whether the current sub-construction progress is complete, and if so, execute S6, if not, execute S4; S6, determine whether the time of the latest completed sub-construction item is earlier than or equal to the completion time set for the sub-construction item in the construction plan; if not, execute S7; if so, execute S3; S7, determining whether the construction party is on the gray list, wherein the gray list is used to record construction parties that have failed to complete a sub-construction item within the set time in all sub-construction items except the last sub-construction item in the entire construction progress; if not, executing S8; if so, executing S12; S8, determine whether the most recently completed sub-construction item is the last sub-construction item; if not, execute S9; if so, execute S11; S9, put the construction party into the grey list and execute S4; S10, determine whether the entire decoration project construction is completed within the set time; if not, execute S12; S11, determine whether the difference between the decoration project construction end time and the final completion time set in the construction plan is greater than a threshold, if so, execute S12; if not, end; S12, blacklist the construction party.

[0008] In an optional embodiment, in the above-mentioned method embodiments of the present invention, the method further includes: S13, removing the construction party from the gray list, and step S10 further includes: determining whether the entire decoration project construction is completed within the set time; if so, executing S13.

[0009] In an optional implementation manner, in the above-mentioned method embodiments of the present invention, the sub-construction item information described in step S4 is water and electricity construction, floor heating construction, tiling construction, ceiling construction or wall painting construction.

[0010] In an optional embodiment, in the above-mentioned method embodiments of the present invention, the construction progress percentage is the completion ratio of the entire decoration project construction.

[0011] In an optional implementation, in the above-mentioned method embodiments of the present invention, the VR design model is constructed using Unity.

[0012] In a second aspect, the present invention provides a green building design and decoration project management system, the system comprising: Information acquisition module: obtains the questionnaire information filled out by the user, which includes the user's design requirements and graphic comprehension ability information; obtains the designer's evaluation index of the user's comprehension ability; Index generation module: inputs the questionnaire information into the first neural network to obtain the user VR demand index; Model generation module: determines and generates a plane design drawing, a 3D design model or a VR design model based on the VR demand index and the evaluation index; A scheme determination module determines the final decoration project construction scheme, which includes multiple sub-construction items; and executes the decoration project construction according to the scheme; Project management module: used to execute the following method flow: S1, determine whether the entire decoration project construction is completed, if not, execute S2, if so, execute S8, S2: Daily construction site images are acquired during the construction phase of a sub-construction item. These images are fed into a second neural network to obtain sub-construction item information, construction phase information, and construction progress percentage. The system automatically updates the construction progress information based on the acquired sub-construction item information, construction phase information, and construction progress percentage. S3, determines whether the current sub-construction progress is completed, if so, execute S4, if not, execute S2; S4, determine whether the time of the latest completed sub-construction item is earlier than or equal to the completion time set for the sub-construction item in the construction plan; if not, execute S5; if so, execute S1; S5: Determine whether the construction party is on the gray list, where the gray list is used to record construction parties that have failed to complete a sub-construction item within the set time in all sub-construction items except the last sub-construction item in the entire construction progress; if not, execute S6; if so, execute S10; S6, determine whether the most recently completed sub-construction item is the last sub-construction item; if not, execute S9; if so, execute S11; S7, put the construction party into the grey list and execute S2; S8, determine whether the entire decoration project is completed within the set time; if not, execute S10; S9, determining whether the difference between the decoration project construction completion time and the final completion time set in the construction plan is greater than a threshold, if so, executing S10; if not, ending; S10, blacklist the construction party.

[0013] In an optional embodiment, in the above-mentioned system embodiments of the present invention, the method flow executed by the project management module also includes: S11, removing the construction party from the gray list, and step S8 also includes: determining whether the entire decoration project construction is completed within the set time; if so, executing S11.

[0014] In an optional implementation manner, in the above-mentioned system embodiments of the present invention, the sub-construction item information described in step S2 is water and electricity construction, floor heating construction, tiling construction, ceiling construction or wall painting construction.

[0015] In an optional embodiment, in the above-mentioned system embodiments of the present invention, the construction progress percentage is the completion ratio of the entire decoration project construction.

[0016] In an optional implementation, in the above-mentioned system embodiments of the present invention, the VR design model is constructed using Unity.

[0017] In a third aspect, an embodiment of the present invention provides an electronic device, comprising: a memory and a processor, wherein the memory and the processor are coupled; the memory stores program instructions, and when the program instructions are executed by the processor, the electronic device executes the method provided in the first aspect.

[0018] In a fourth aspect, an embodiment of the present invention provides a computer-readable storage medium, comprising a computer program, which, when executed on an electronic device, enables the electronic device to execute the method provided in the first aspect.

[0019] The embodiment of the present invention provides a green building design and decoration project management method and system, which obtains questionnaire information filled out by the user, the questionnaire information including the user's design requirement information and plane comprehension ability information; inputs the questionnaire information into a first neural network to obtain the user's VR demand index; obtains the designer's evaluation index of the user's comprehension ability; determines and generates a plane design drawing, a 3D design model or a VR design model based on the VR demand index and the evaluation index; avoids the problems of long design cycle and waste of resources caused by users usually choosing VR models; at the same time, comprehensively judges the design scheme by combining the output results of the neural network and the designer's evaluation index, thereby improving the accuracy of the design scheme type; obtains construction site pictures every day during the construction stage of the decoration project, inputs the obtained pictures into a second neural network, obtains sub-construction item information, construction stage information and construction progress percentage; the system The system automatically updates the construction progress information based on the obtained sub-construction item information, construction stage information and construction progress percentage, avoiding the need for personnel to manually fill out and update the construction progress form every day, and speeding up the efficiency of construction progress updating; by judging whether the current sub-construction item is completed earlier than or equal to the time set in the construction plan; if not, it judges whether the construction party is on the gray list, and if so, it is added to the blacklist; if not, it judges whether the current sub-construction item is the last sub-construction item, and if not, it is included in the gray list to avoid adding the construction party to the blacklist due to certain special circumstances that cause a sub-construction project to be not completed on time, causing serious impact on the construction party; at the same time, it judges whether the difference between the end time of the decoration project construction and the final completion time set in the construction plan is greater than the threshold. If so, the construction party is included in the blacklist to avoid the construction party maliciously delaying the construction progress due to the existence of the gray list.

[0020] Other features and advantages of the present invention will be described in the following description, and in part will become apparent from the description, or understood by practicing the present invention. The purpose and other advantages of the present invention are realized and obtained by the structures particularly pointed out in the description and the drawings.

[0021] In order to make the above-mentioned objects, features and advantages of the present invention more obvious and easy to understand, preferred embodiments are given below and described in detail with reference to the accompanying drawings. BRIEF DESCRIPTION OF THE DRAWINGS

[0022] The above and other objects, features, and advantages of the present invention will become more apparent through a more detailed description of the embodiments of the present invention in conjunction with the accompanying drawings. The accompanying drawings are provided to provide a further understanding of the embodiments of the present invention and constitute a part of the specification. Together with the embodiments of the present invention, they are used to explain the present invention and are not intended to limit the present invention. In the drawings, the same reference numerals generally represent the same components or steps.

[0023] Figure 1A flow chart of a green building design and decoration project management method provided by one embodiment of the present invention; Figure 2 A schematic structural diagram of a system provided by an exemplary embodiment of the present invention. DETAILED DESCRIPTION

[0024] Below, the exemplary embodiments according to the present invention will be described in detail with reference to the accompanying drawings. Obviously, the described embodiments are only part of the embodiments of the present invention, rather than all the embodiments of the present invention, and it should be understood that the present invention is not limited to the exemplary embodiments described herein.

[0025] It should be noted that the relative arrangement of components and steps, the numerical expressions and numerical values ​​set forth in these embodiments do not limit the scope of the present invention unless specifically stated otherwise.

[0026] Those skilled in the art will understand that the terms "first" and "second" in the embodiments of the present invention are only used to distinguish different steps, devices or modules, and neither represent any specific technical meaning nor indicate the necessary logical order between them.

[0027] It should also be understood that, in the embodiments of the present invention, “a plurality of” may refer to two or more than two, and “at least one” may refer to one, two or more than two.

[0028] It should also be understood that any component, data or structure mentioned in the embodiments of the present invention can generally be understood as one or more, unless explicitly limited or otherwise indicated in the context.

[0029] The present invention provides a green building design and decoration project management method. Figure 1 This is a method flow chart of an embodiment of the green building design and decoration project management method provided by the present invention.

[0030] like Figure 1 As shown, according to one embodiment of the present invention, the green building design and decoration project management method includes at least the following steps: S1, obtaining questionnaire information filled out by the user, wherein the questionnaire information includes the user's design requirement information and plane understanding ability information; Inputting the questionnaire information into a first neural network to obtain a user VR demand index; Obtain the designer's evaluation index of user understanding ability; Determine and generate a planar design drawing, a 3D design model, or a VR design model based on the VR demand index and the evaluation index; Specifically, when the designer communicates with the owner about the design and decoration plan, the decoration project management system generates questionnaire information for the user to fill out. The questionnaire information includes information on the design plan requirements, such as decoration style, wall color, etc., and also includes questions for the user to fill out to understand the owner's ability to understand the plane plan. The system inputs the information filled out by the user into the first neural network to obtain the user's VR demand index, where the plane understanding ability is the user's ability to quickly grasp the design points from the design drawing or foresee the actual appearance of the final product; at the same time, in order to avoid inaccurate VR demand index due to limited information, after the designer and the owner have detailed communication, the designer will give the user's plane plan understanding ability evaluation index. Based on the user's VR demand index and evaluation index obtained by the first neural network, the system will comprehensively determine whether the rendering uses a plane design drawing, a 3D design model, or a VR design model; this avoids the inaccurate neural network results caused by insufficient questionnaire information when only the neural network is used, and also avoids the subjective factors affecting the actual results when only the designer's evaluation index is used, thereby improving the accuracy of determining the type of rendering.

[0031] S2, determining a final decoration project construction plan, wherein the decoration project construction plan includes multiple sub-construction items; and executing the decoration project construction according to the plan; S3, determine whether the entire decoration project is completed, if not, execute S4, if so, execute S10, S4: Daily construction site images are acquired during the construction phase of a sub-construction item. The acquired images are fed into a second neural network to obtain sub-construction item information, construction phase information, and construction progress percentage. The system automatically updates the construction progress information based on the acquired sub-construction item information, construction phase information, and construction progress percentage. Specifically, construction workers log in to the system via mobile terminals, take photos of the site and upload them to the system. The system will then automatically identify the current sub-construction item information through a second neural network. The sub-construction item information can include plumbing construction, floor heating construction, tiling construction, ceiling construction, or wall painting construction. The construction phase information can include the specific construction phase of the current sub-construction item, such as the water pipe network renovation phase or circuit renovation phase in plumbing construction. The construction progress percentage can be the percentage of all currently completed progress in the entire decoration project progress, or the percentage of the current sub-construction item's completed progress in the entire current sub-construction item. S5: Determine whether the current sub-construction progress is complete. If so, execute S6; if not, execute S4. S6, determine whether the time of the latest completed sub-construction item is earlier than or equal to the completion time set for the sub-construction item in the construction plan; if not, execute S7; if so, execute S3; S7, determining whether the construction party is on the gray list, wherein the gray list is used to record construction parties that have failed to complete a sub-construction item within the set time in all sub-construction items except the last sub-construction item in the entire construction progress; if not, executing S8; if so, executing S12; S8, determine whether the most recently completed sub-construction item is the last sub-construction item; if not, execute S9; if so, execute S11; S9, put the construction party into the grey list and execute S4; S10, determining whether the entire decoration project is completed within the set time; if not, executing S12; S11, determine whether the difference between the decoration project construction completion time and the final completion time set in the construction plan is greater than a threshold. If so, execute S12; if not, end; Specifically, the threshold can be set to 5 days, 10 days, etc.

[0032] S12, blacklist the construction party.

[0033] Specifically, by designing a gray list, when a construction party fails to complete a sub-construction item within the specified time, it will be included in the gray list, and the progress of subsequent construction sub-items will be managed and it will be determined whether the construction party will be included in the blacklist. This avoids the situation where, during the construction phase, due to special circumstances, a sub-construction item cannot be completed on schedule due to special circumstances, such as during the wall construction phase, due to the low ambient temperature, the ambient temperature is too low to construct, resulting in the wall construction sub-construction item being unable to be completed on schedule, and the construction party will be included in the blacklist, which will have a serious impact on the construction party. Since the last sub-construction item of the decoration project construction is usually not affected by special objective factors, it is determined whether it is the last sub-construction item. If so, it is further determined whether the difference between the end time of the decoration project construction and the final completion time set in the construction plan is greater than a threshold to determine whether the construction party will be included in the blacklist. This avoids the situation where the construction party intentionally or even maliciously delays the completion time of the last sub-construction due to its own subjective factors when all previous sub-construction items are completed on schedule due to the gray name mechanism, affecting the progress of the entire decoration project construction and causing adverse effects on the owner.

[0034] In another embodiment of the present invention, the method further includes: S13, removing the construction party from the gray list, and step S10 further includes: determining whether the entire decoration project construction is completed within the set time; if so, executing S13.

[0035] Specifically, if the construction party completes only one sub-construction item on schedule after the completion of the entire project, the construction party will be removed from the gray list after the entire decoration project construction phase to avoid any impact on the construction party.

[0036] In another embodiment of the present invention, the work described in step S4 is water and electricity construction, floor heating construction, tile tiling construction, ceiling construction or wall painting construction.

[0037] In another embodiment of the present invention, the construction progress percentage in step S4 is the completion ratio of the entire decoration project construction.

[0038] In another embodiment of the present invention, the VR design model is constructed using Unity.

[0039] Specifically, Unity supports a variety of VR development tools and plug-ins, such as Oculus Integration and SteamVRPlugin, to help designers build complete VR environments. Furthermore, Unity allows developers to customize their projects using C# or JavaScript programming languages ​​to script and meet specific needs and implement specific features, making the development process more flexible and efficient.

[0040] Corresponding to the aforementioned embodiment of a green building design and decoration project management method, the present application also provides an embodiment of a green building design and decoration project management system.

[0041] See also Figure 2 , is a block diagram of an embodiment of a green building design and decoration project management system shown in this application: like Figure 2 As shown, the system includes: Information acquisition module: obtains the questionnaire information filled out by the user, which includes the user's design requirements and graphic comprehension ability information; obtains the designer's evaluation index of the user's comprehension ability; Index generation module: inputs the questionnaire information into the first neural network to obtain the user VR demand index; Model generation module: determines and generates a plane design drawing, a 3D design model or a VR design model based on the VR demand index and the evaluation index; A scheme determination module determines the final decoration project construction scheme, which includes multiple sub-construction items; and executes the decoration project construction according to the scheme; Project management module: used to execute the following method flow: S1, determine whether the entire decoration project construction is completed, if not, execute S2, if so, execute S8, S2: Daily construction site images are acquired during the construction phase of a sub-construction item. These images are fed into a second neural network to obtain sub-construction item information, construction phase information, and construction progress percentage. The system automatically updates the construction progress information based on the acquired sub-construction item information, construction phase information, and construction progress percentage. S3, determines whether the current sub-construction progress is completed, if so, execute S4, if not, execute S2; S4, determine whether the time of the latest completed sub-construction item is earlier than or equal to the completion time set for the sub-construction item in the construction plan; if not, execute S5; if so, execute S1; S5: Determine whether the construction party is on the gray list, where the gray list is used to record construction parties that have failed to complete a sub-construction item within the set time in all sub-construction items except the last sub-construction item in the entire construction progress; if not, execute S6; if so, execute S10; S6, determine whether the most recently completed sub-construction item is the last sub-construction item; if not, execute S9; if so, execute S11; S7, put the construction party into the grey list and execute S2; S8, determine whether the entire decoration project is completed within the set time; if not, execute S10; S9, determining whether the difference between the decoration project construction completion time and the final completion time set in the construction plan is greater than a threshold, if so, executing S10; if not, ending; S10, blacklist the construction party.

[0042] The present invention further provides an electronic device, comprising: processor; A memory stores computer-readable instructions, which, when executed by a processor, implement a green building design and decoration project management method as shown above.

[0043] An embodiment of the present application also provides a computer-readable storage medium, which stores computer-executable instructions. When the computer-executable instructions are executed on an electronic device, the electronic device executes the aforementioned green building design and decoration project management method.

[0044] The above-mentioned computer-readable storage medium may adopt any combination of one or more computer-readable media. The computer-readable medium may be a computer-readable signal medium or a computer-readable storage medium. The computer-readable storage medium may be, for example, but not limited to, an electrical, magnetic, optical, electromagnetic, infrared or semiconductor system, device or component, or any combination thereof. More specific examples (a non-exhaustive list) of computer-readable storage media include: an electrical connection with one or more wires, a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM) or flash memory, an optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination thereof. In this document, a computer-readable storage medium may be any tangible medium containing or storing a program that can be used by or in conjunction with an instruction execution system, device or device.

[0045] A computer-readable signal medium may include a data signal propagated in baseband or as part of a carrier wave, which carries computer-readable program code. Such a propagated data signal may take a variety of forms, including, but not limited to, electromagnetic signals, optical signals, or any suitable combination thereof. A computer-readable signal medium may also be any computer-readable medium other than a computer-readable storage medium that can transmit, propagate, or transport a program for use by or in conjunction with an instruction execution system, apparatus, or device.

[0046] Program code embodied on a computer-readable medium may be transmitted using any appropriate medium, including but not limited to wireless, wireline, optical fiber cable, radio frequency (RF), etc., or any suitable combination of the foregoing.

[0047] Computer program code for performing the operations of this specification may be written in one or more programming languages, or a combination thereof, including object-oriented programming languages ​​such as Java, Smalltalk, C++, and conventional procedural programming languages ​​such as "C" or similar programming languages. The program code may be executed entirely on the user's computer, partially on the user's computer, as a stand-alone software package, partially on the user's computer and partially on a remote computer, or entirely on the remote computer or server. In cases involving a remote computer, the remote computer may be connected to the user's computer through any type of network, including a local area network (LAN) or a wide area network (WAN), or may be connected to an external computer (e.g., through the Internet using an Internet service provider).

[0048] An embodiment of the present application further provides a computer program product, which, when executed on a computer, enables the computer to execute some or all of the steps in the above method embodiment.

[0049] Through the description of the above implementation methods, technical personnel in the relevant field can understand that for the convenience and simplicity of description, only the division of the above-mentioned functional modules is used as an example. In actual applications, the above-mentioned functions can be distributed and completed by different functional modules as needed, that is, the internal structure of the device can be divided into different functional modules to complete all or part of the functions described above.

[0050] The basic principles of the present disclosure have been described above in conjunction with specific embodiments. However, it should be noted that the advantages, strengths, and effects mentioned in this disclosure are merely illustrative and not restrictive, and should not be construed as necessarily possessed by each embodiment of the present disclosure. Furthermore, the specific details disclosed above are provided for illustrative purposes and to facilitate understanding, and are not intended to be limiting. These details do not necessarily limit the present disclosure to the use of these specific details.

[0051] Each embodiment in this specification is described in a progressive manner. Each embodiment focuses on the differences from other embodiments. References to the same or similar parts between the various embodiments are sufficient. For system embodiments, since they are generally similar to the method embodiments, their description is relatively simple. For relevant parts, references to the description of the method embodiments are sufficient.

[0052] The block diagrams of the devices, devices, equipment, and systems involved in this disclosure are merely illustrative examples and are not intended to require or imply that they must be connected, arranged, or configured in the manner shown in the block diagrams. As will be appreciated by those skilled in the art, these devices, devices, equipment, and systems can be connected, arranged, or configured in any manner. Words such as "include," "comprise," "have," and the like are open-ended words, meaning "including but not limited to," and can be used interchangeably therewith. The words "or" and "and" used herein refer to the words "and / or" and can be used interchangeably therewith, unless the context clearly indicates otherwise. The word "such as" used herein refers to the phrase "such as but not limited to," and can be used interchangeably therewith.

[0053] The methods and apparatus of the present disclosure may be implemented in many ways. For example, the methods and apparatus of the present disclosure may be implemented by software, hardware, firmware, or any combination of software, hardware, and firmware. The above order of steps for the method is for illustration only, and the steps of the method of the present disclosure are not limited to the order specifically described above unless otherwise specified. In addition, in some embodiments, the present disclosure may also be implemented as programs recorded in a recording medium, which include machine-readable instructions for implementing the methods according to the present disclosure. Thus, the present disclosure also covers recording media that store programs for executing the methods according to the present disclosure.

[0054] It should also be noted that, in the apparatus, equipment and method of the present disclosure, each component or each step can be decomposed and / or recombined. These decompositions and / or recombinations should be regarded as equivalent schemes of the present disclosure. The above description of the disclosed aspects is provided to enable any technician in this field to make or use the present disclosure. Various modifications to these aspects will be very obvious to those skilled in the art, and the general principles defined herein can be applied to other aspects without departing from the scope of the present disclosure. Therefore, the present disclosure is not intended to be limited to the aspects shown here, but to the widest range consistent with the principles and novel features disclosed herein.

[0055] The above description has been provided for the purpose of illustration and description. In addition, this description is not intended to limit the embodiments of the present disclosure to the forms disclosed herein. Although a number of example aspects and embodiments have been discussed above, those skilled in the art will recognize certain variations, modifications, alterations, additions, and sub-combinations thereof.

Claims

1. A green building design and decoration project management method, characterized in that: The method comprises: S1, obtaining questionnaire information filled out by the user, wherein the questionnaire information includes the user's design requirement information and plane understanding ability information; Inputting the questionnaire information into a first neural network to obtain a user VR demand index; Obtain the designer's evaluation index of user understanding ability; generating a planar design drawing, a 3D design model or a VR design model based on the VR demand index and the evaluation index; S2, determining a final decoration project construction plan, wherein the decoration project construction plan includes multiple sub-construction items; and executing the decoration project construction according to the plan; S3, determine whether the entire decoration project is completed, if not, execute S4, if so, execute S10, S4: Daily construction site images are acquired during the construction phase of a sub-construction item. The acquired images are fed into a second neural network to obtain sub-construction item information, construction phase information, and construction progress percentage. The system automatically updates the construction progress information based on the acquired sub-construction item information, construction phase information, and construction progress percentage. S5, determine whether the current sub-construction progress is completed, if so, execute S6, if not, execute S4; S6, determine whether the time of the latest completed sub-construction item is earlier than or equal to the completion time set for the sub-construction item in the construction plan; if not, execute S7; if so, execute S3; S7, determining whether the construction party is on the gray list, wherein the gray list is used to record construction parties that have failed to complete a sub-construction item within the set time in all sub-construction items except the last sub-construction item in the entire construction progress; if not, executing S8; if so, executing S12; S8, determine whether the most recently completed sub-construction item is the last sub-construction item; if not, execute S9; if so, execute S11; S9, put the construction party into the grey list and execute S4; S10, determining whether the entire decoration project is completed within the set time; if not, executing S12; S11, determine whether the difference between the decoration project construction completion time and the final completion time set in the construction plan is greater than a threshold. If so, execute S12; if not, end; S12, blacklist the construction party.

2. The green building design and decoration project management method according to claim 1, further comprising: S13, removing the construction party from the gray list. Step S10 also includes: determining whether the entire decoration project construction is completed within the set time; if so, executing S13.

3. The green building design and decoration project management method according to claim 1 is characterized in that: The sub-construction item information in step S4 is water and electricity construction, floor heating construction, tile tiling construction, ceiling construction or wall painting construction.

4. The green building design and decoration project management method according to claim 1 is characterized in that: The construction progress percentage in step S4 is the completion ratio of the entire decoration project construction.

5. The green building design and decoration project management method according to claim 1 is characterized in that: The VR design model is built using Unity.

6. A green building design and decoration project management system, the system comprising: Information acquisition module: obtains the questionnaire information filled out by the user, the questionnaire information including the user's design requirement information and plane understanding ability information; Obtain the designer's evaluation index of user understanding ability; Index generation module: inputs the questionnaire information into the first neural network to obtain the user VR demand index; Model generation module: generating a plane design drawing, a 3D design model or a VR design model based on the VR demand index and the evaluation index; A scheme determination module determines the final decoration project construction scheme, which includes multiple sub-construction items; and executes the decoration project construction according to the scheme; Project management module: used to execute the following method flow: S1, determine whether the entire decoration project construction is completed, if not, execute S2, if so, execute S8, S2: Daily construction site images are acquired during the construction phase of a sub-construction item. These images are fed into a second neural network to obtain sub-construction item information, construction phase information, and construction progress percentage. The system automatically updates the construction progress information based on the acquired sub-construction item information, construction phase information, and construction progress percentage. S3, determines whether the current sub-construction progress is completed, if so, execute S4, if not, execute S2; S4, determine whether the time of the latest completed sub-construction item is earlier than or equal to the completion time set for the sub-construction item in the construction plan; if not, execute S5; if so, execute S1; S5: Determine whether the construction party is on the gray list, where the gray list is used to record construction parties that have failed to complete a sub-construction item within the set time in all sub-construction items except the last sub-construction item in the entire construction progress; if not, execute S6; if so, execute S10; S6, determine whether the most recently completed sub-construction item is the last sub-construction item; if not, execute S9; if so, execute S11; S7, put the construction party into the grey list and execute S2; S8, determine whether the entire decoration project is completed within the set time; if not, execute S10; S9, determining whether the difference between the decoration project construction completion time and the final completion time set in the construction plan is greater than a threshold, if so, executing S10; if not, ending; S10, blacklist the construction party.

7. The green building design and decoration project management system according to claim 6 is characterized in that: The method flow executed by the project management module further includes: S11, removing the construction party from the gray list, and step S8 further includes: judging whether the entire decoration project construction is completed within the set time; if so, executing S11.

8. The green building design and decoration project management system according to claim 6 is characterized in that: The sub-construction item information described in step S2 is water and electricity construction, floor heating construction, tile construction, ceiling construction or wall painting construction.

9. The green building design and decoration project management system according to claim 6 is characterized in that: The construction progress percentage is the completion ratio of the entire decoration project.

10. The green building design and decoration project management system according to claim 6, characterized in that: The VR design model is built using Unity.

11. An electronic device, comprising: a memory and a processor, the memory and the processor being coupled; The memory stores program instructions, and when the program instructions are executed by the processor, the electronic device executes the green building design and decoration project management method according to any one of claims 1 to 5.

12. A computer-readable storage medium comprising a computer program, which, when executed on an electronic device, enables the electronic device to execute the green building design and decoration project management method according to any one of claims 1 to 5.

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