Decoration progress quality control optimization method

Abstract

The invention relates to the technical field of data processing, and provides a decoration progress quality management and control optimization method, which comprises the steps of acquiring decoration progress information by tracking and monitoring a decoration progress and construction quality, and dividing the decoration progress information into N decoration construction segments; collecting construction quality information so as to divide construction stages, and generating a standard progress matching table; and synchronously inputting the N decoration construction segments into the standard progress matching table, forming a predicted construction plan, and performing time progress, construction quality and construction quality management of the decoration project, thereby solving the technical problem that the construction progress and quality are difficult to guarantee due to lack of effective progress and quality control measures, and improving the construction efficiency. The technical effects that the construction progress and quality are checked and evaluated regularly, each detail in the construction process is managed and controlled finely, construction progress delay or decoration quality hidden danger is found in time, the construction plan is adjusted and optimized, and the construction efficiency and quality are improved are achieved.

Description

Technical Field

[0001] The present invention relates to the technical field related to data processing, and in particular to a method for optimizing the quality control of renovation progress. Background Art

[0002] The building decoration industry has developed rapidly in recent years. With the improvement of people's living standards, the demand for living environment is also increasing. Therefore, the quality and progress control of building decoration projects is particularly important. Most of the common decoration progress quality control methods have major problems in material management. For example, the management of material procurement is not rigorous enough, which easily confuses the performance of materials, hinders the management of decoration projects, and directly leads to serious quality problems in the project.

[0003] In summary, the existing technology lacks effective progress and quality control measures, which leads to technical problems that make it difficult to ensure construction progress and quality. Summary of the invention

[0004] This application provides a renovation progress quality control optimization method, aiming to solve the technical problem in the prior art of lack of effective progress and quality control measures, which makes it difficult to ensure construction progress and quality.

[0005] In view of the above problems, this application provides a method for optimizing the quality control of decoration progress.

[0006] The first aspect disclosed in the present application provides a method for optimizing the quality control of the progress of decoration, wherein the method comprises: obtaining decoration progress information, wherein the decoration progress information comprises demolition progress information, water and electricity transformation progress information, wall transformation progress information, ground decoration progress information, wall decoration progress information, ceiling installation progress information, and lamp installation progress information; obtaining construction quality information, wherein the construction quality information comprises construction material quality, construction team qualification, and construction quality requirements; dividing the construction phases based on the decoration progress information, and outputting N decoration construction segments, wherein the N decoration construction segments at least comprise a building material procurement segment, a foundation construction phase, a main body construction phase, and a decoration construction phase; generating a standard progress matching table based on historical qualified decoration cases, wherein the standard progress matching table comprises a time progress matching table and a quality progress matching table; before the decoration project is started, synchronously inputting the N decoration construction segments into the standard progress matching table to generate an estimated construction plan, wherein the estimated construction plan comprises a time progress, a construction progress, and a construction quality judgment standard; before the decoration project is started, using the decoration progress information as a decoration progress control symbol, and using the construction quality information as a construction quality control symbol, and performing real-time optimization control according to the standard construction plan.

[0007] Another aspect disclosed in the present application provides a decoration progress quality control optimization system, wherein the system includes: a progress information acquisition module, used to acquire decoration progress information, the decoration progress information includes demolition progress information, water and electricity renovation progress information, wall renovation progress information, floor decoration progress information, wall decoration progress information, ceiling installation progress information, and lamp installation progress information; a quality information acquisition module, used to acquire construction quality information, the construction quality information includes construction material quality, construction team qualifications, and construction quality requirements; a construction segmentation module, used to divide the construction phases based on the decoration progress information, and output N decoration construction segments, the N decoration construction segments at least including a building material procurement segment , foundation construction phase, main construction phase, decoration construction phase; a progress matching table generation module, used to generate a standard progress matching table based on historical qualified decoration cases, the standard progress matching table includes a time progress matching table and a quality progress matching table; a construction plan generation module, used to input N decoration construction segments into the standard progress matching table synchronously before the start of the decoration project, and generate an estimated construction plan, wherein the estimated construction plan includes time progress, construction progress, and construction quality judgment standards; a real-time optimization control module, used to use the decoration progress information as a decoration progress control symbol, and the construction quality information as a construction quality control symbol before the start of the decoration project, and perform real-time optimization control according to the standard construction plan.

[0008] One or more technical solutions provided in this application have at least the following technical effects or advantages:

[0009] The method adopts the method of obtaining decoration progress information, obtaining construction quality information, dividing the construction phases based on the decoration progress information, and outputting N decoration construction segments, wherein the N decoration construction segments at least include the building materials procurement segment, the foundation construction phase, the main body construction phase, and the decoration construction phase; generating a standard progress matching table based on historical qualified decoration cases, wherein the standard progress matching table includes a time progress matching table and a quality progress matching table; before the start of the decoration project, the N decoration construction segments are synchronously input into the standard progress matching table to generate an estimated construction plan; before the start of the decoration project, the decoration progress information is used as the decoration progress control symbol, and the construction quality information is used as the construction quality control symbol, and according to the standard construction plan, real-time optimization and control are performed, thereby achieving regular inspection and evaluation of the construction progress and quality, fine management and control of every detail in the construction process, timely discovery of construction progress delays or decoration quality risks, adjustment and optimization of the construction plan, and improving the technical effect of construction efficiency and quality.

[0010] The above description is only an overview of the technical solution of the present application. In order to more clearly understand the technical means of the present application, it can be implemented in accordance with the contents of the specification. In order to make the above and other purposes, features and advantages of the present application more obvious and easy to understand, the specific implementation methods of the present application are listed below. BRIEF DESCRIPTION OF THE DRAWINGS

[0011] Figure 1 A possible flow chart of a renovation progress quality control optimization method is provided for the embodiment of the present application;

[0012] Figure 2 A possible flow chart of generating a standard progress matching table in a renovation progress quality control optimization method is provided for an embodiment of the present application;

[0013] Figure 3 A possible structural schematic diagram of a decoration progress quality control optimization system is provided for the embodiment of the present application.

[0014] Explanation of the accompanying drawings: progress information acquisition module 100, quality information acquisition module 200, construction segmentation module 300, progress matching table generation module 400, construction plan generation module 500, real-time optimization management and control module 600. DETAILED DESCRIPTION

[0015] The following is a description of exemplary embodiments of the present invention in conjunction with the accompanying drawings, including various details of the embodiments of the present invention to facilitate understanding, which should be considered as merely exemplary. Therefore, it should be recognized by those of ordinary skill in the art that various changes and modifications may be made to the embodiments described herein without departing from the scope and spirit of the present invention. Similarly, for clarity and conciseness, the description of well-known functions and structures is omitted in the following description.

[0016] Embodiment 1

[0017] like Figure 1 As shown, the embodiment of the present application provides a renovation progress quality control optimization method, wherein the method includes:

[0018] Step-1: Obtain decoration progress information, which includes demolition progress information, water and electricity renovation progress information, wall renovation progress information, floor decoration progress information, wall decoration progress information, ceiling installation progress information, and lighting installation progress information;

[0019] Step-2: Obtain construction quality information, which includes construction material quality, construction team qualifications, and construction quality requirements;

[0020] Step-3: Based on the decoration progress information, the construction phase is divided and N decoration construction sections are output. The N decoration construction sections at least include the building materials procurement section, the foundation construction stage, the main body construction stage, and the decoration construction stage;

[0021] Renovation progress information refers to various information about the progress of decoration projects, including but not limited to demolition progress information (such as the progress of demolition of old decorations), water and electricity renovation progress information (such as the progress of renovation and installation of water and electricity facilities), wall renovation progress information (such as the progress of wall masonry or demolition), ground decoration progress information (such as the progress of ground paving projects), wall decoration progress information (such as the progress of wall painting or tiling), ceiling installation progress information (such as the progress of ceiling installation projects) and lighting installation progress information (such as the progress of lighting installation projects).

[0022] Construction quality information refers to various information about construction quality, including the quality of construction materials (such as the quality of building materials), construction team qualifications (such as the professional skills and experience of the construction team), and construction quality requirements (such as the standards and quality requirements that the construction should meet). By obtaining and analyzing decoration progress information and analyzing construction quality information, we can better understand and control each stage of construction, ensure that the project proceeds as planned, monitor the quality of the construction process, and ensure that the project meets the expected quality standards.

[0023] According to the progress information of decoration, the whole decoration process is divided into different stages, which usually include building materials procurement stage, foundation construction stage, main construction stage and decoration construction stage. The division helps to better manage and control the construction process. By comprehensively analyzing the progress information of decoration and construction quality information, and dividing the construction stages, we can have a more comprehensive understanding of the construction process and provide support for analytical decision-making.

[0024] Step-4: Generate a standard progress matching table based on historical qualified decoration cases, which includes a time progress matching table and a quality progress matching table;

[0025] Step-5: Before the renovation project starts, N renovation construction stages are synchronously input into the standard progress matching table to generate an estimated construction plan, wherein the estimated construction plan includes time schedule, construction progress, and construction quality judgment criteria;

[0026] Step-6: Before the decoration project starts, the decoration progress information is used as a decoration progress control indicator, and the construction quality information is used as a construction quality control indicator to perform real-time optimization control according to the standard construction plan.

[0027] The standard progress matching table includes a time progress matching table and a quality progress matching table. The standard progress matching table is generated based on the key characteristic indicators of historical qualified decoration cases, and is used to match and compare the actual construction progress and construction quality. The time progress matching table is used to record and compare the estimated time and actual completion time of each decoration construction section, to help evaluate and adjust the construction progress; the quality progress matching table is used to record and compare the estimated quality standard and the actual quality level achieved for each decoration construction section, to help evaluate and adjust the construction quality.

[0028] According to the complexity and characteristics of the decoration project, the entire decoration process is divided into N relatively independent but interrelated decoration construction segments, such as building materials procurement segment, foundation construction stage, main construction stage, decoration construction stage, etc.; the estimated construction plan refers to the construction plan generated according to the standard progress matching table, including time progress, construction progress, construction quality judgment standards, etc. It predicts future construction conditions based on historical experience and data;

[0029] The decoration progress control symbol is real-time data about the progress of the decoration project, such as the completion status of each stage, the workload, etc., which can be used as a reference for adjusting the construction progress; the construction quality control symbol is real-time data about the construction quality, such as material quality, construction technology, quality sampling results, etc., which can be used as a reference for adjusting the construction quality; real-time optimization and control includes collecting and analyzing decoration progress information and construction quality information, comparing them with the standard progress matching table, and adjusting and optimizing the estimated construction plan according to the comparison results to ensure that the construction progress and quality meet expectations. Through the standard progress matching table and estimated construction plan generated based on historical qualified decoration cases, the future construction progress and quality can be predicted and controlled more accurately. At the same time, through real-time collection and analysis of construction quality information, potential quality problems can be discovered and solved in a timely manner, thereby enhancing the controllability of construction quality.

[0030] Furthermore, if Figure 2 As shown, based on historical qualified renovation cases, a standard progress matching table is generated, including:

[0031] Collect historical qualified decoration cases, including project type, project scale, decoration style, and decoration materials;

[0032] Analyze the collected historical qualified decoration cases and extract key characteristic indicators of each case, including construction stage indicators, construction time indicators, and construction quality indicators;

[0033] Based on the key characteristic indicators of the historical qualified decoration cases, a standard progress matching table is generated.

[0034] Historical qualified decoration cases refer to decoration projects that have been completed and met the expected quality within a period of time in the past, including information such as the project type, scale, decoration style and decoration materials used; key characteristic indicators refer to the characteristics of the construction phase, construction time and construction quality in historical qualified decoration cases, including the duration of each phase, the sequence of each phase, the workload of each phase, etc.; the standard progress matching table is a reference table or template used to guide how to carry out the construction of new decoration projects. It is based on the key characteristic indicators of historical qualified decoration cases and provides reference construction phase division, time planning and construction quality standards for new decoration projects.

[0035] Obtain successful renovation cases (historical qualified renovation cases) as samples for subsequent analysis; conduct in-depth research and analysis on the collected historical qualified renovation cases, and extract the key characteristic indicators of each case; summarize and organize the extracted key characteristic indicators to generate a standard progress matching table, which provides a reference for new renovation projects and helps new renovation projects make decisions in terms of construction phase division, time planning and construction quality standards. By referring to historical cases, new renovation projects can better arrange construction phases and time planning, avoid unnecessary delays and waste, and thus improve construction efficiency.

[0036] Furthermore, based on the key characteristic indicators of the historical qualified renovation cases, a standard progress matching table is generated, which also includes:

[0037] Based on each historical qualified renovation case, fill the data information corresponding to the key characteristic indicators into the standard progress matching table;

[0038] After the data information is filled, the standard progress matching table is fine-tuned in combination with the environmental impact factors to generate a new standard progress matching table;

[0039] Apply the new standard schedule matching table to new renovation projects.

[0040] Data filling is to fill the data information corresponding to the key characteristic indicators of each historical qualified decoration case into the standard progress matching table. The data information may include the detailed arrangements of each construction stage, the duration of each stage, and the workload of each stage; environmental impact factors refer to various environmental factors that may affect the construction progress and quality during the decoration process, such as climate, geological conditions, surrounding environment, etc.

[0041] After the data is filled, the standard schedule matching table is fine-tuned in combination with environmental impact factors in order to make appropriate adjustments to the construction phase division, time planning and construction quality standards according to environmental factors to better adapt to new decoration projects; after data filling and fine-tuning, a new standard schedule matching table is generated. The new standard schedule matching table is based on the comprehensive consideration of historical data and environmental factors, providing more accurate construction guidance for new decoration projects; the new standard schedule matching table is applied to new decoration projects to help project teams better control the construction progress and quality and improve the success rate of the project. By taking into account the comprehensive consideration of historical data and environmental impact factors, the new standard schedule matching table can more accurately predict the time schedule and workload of the construction phase, thereby improving the accuracy of the construction plan. At the same time, by referring to the successful experience of historical cases and adding adjustments to environmental impact factors in the new standard schedule matching table, the new decoration project can better control the construction quality during the construction process to ensure consistency with historical cases.

[0042] Furthermore, the decoration progress information is used as a decoration progress control indicator, and the construction quality information is used as a construction quality control indicator. According to the standard construction plan, real-time optimization control is performed, which also includes:

[0043] Before you start optimizing control, you need to set control goals;

[0044] During the construction process, it is necessary to regularly collect periodic decoration progress information and periodic construction quality information;

[0045] Based on the periodic decoration progress information and periodic construction quality information, periodic optimization management and control are carried out.

[0046] The control target means that before starting to optimize and control, a clear target needs to be set, which may include construction time, construction cost, construction quality and other aspects, and is set according to the actual situation; during the construction process, it is necessary to regularly collect information reflecting the progress and quality of the decoration, and the regularly collected information includes periodic decoration progress information and periodic construction quality information; based on the periodic decoration progress information and periodic construction quality information, the construction progress and construction quality are regularly monitored, evaluated and adjusted to ensure that the construction process meets the preset goals and standards. By collecting and analyzing the information on the progress and quality of decoration in real time, problems can be discovered and adjusted in a timely manner to avoid delays and rework, thereby improving construction efficiency. At the same time, through regular optimization and control, construction quality problems can be discovered and solved in a timely manner to ensure that the construction quality meets the preset standards and requirements.

[0047] Furthermore, based on the periodic renovation progress information and periodic construction quality information, periodic optimization management and control are performed, including:

[0048] Comparing the differences between the periodic decoration progress information and the periodic construction quality information, and calculating a decoration progress difference set and a construction quality difference set;

[0049] Building a decoration progress quality prediction curve through the decoration progress difference set and the construction quality difference set;

[0050] According to the decoration progress quality prediction curve, the standard construction plan is adjusted in advance.

[0051] Periodic decoration progress information and periodic construction quality information are real-time data on decoration progress and construction quality collected at certain time intervals (periods) during the construction process. By comparing the periodic decoration progress information and construction quality information for differences, a "difference set" is formed. The difference set can reflect the difference between the actual construction progress and construction quality and the expected standards. Correspondingly, the periodic decoration progress information corresponds to the decoration progress difference set, and the periodic construction quality information corresponds to the construction quality difference set.

[0052] The decoration progress quality prediction curve means that by analyzing the decoration progress difference set and the construction quality difference set, the future construction progress and quality trends can be predicted, and a prediction curve can be generated, which can be used to evaluate the stability of the construction progress and the trend of construction quality. According to the decoration progress quality prediction curve, the standard construction plan can be adjusted in advance to deal with possible problems and risks. This adjustment can be to adjust the time schedule of the construction phase, increase or decrease resource input, change the construction strategy, etc. By regularly comparing the actual construction progress and construction quality with the expected standards, the standard construction plan can be flexibly adjusted to adapt to changes in the actual construction situation. At the same time, by predicting the construction progress and quality trends, potential quality problems can be discovered and solved in a timely manner, thereby enhancing the stability of construction quality.

[0053] Furthermore, building a decoration progress quality prediction curve through the decoration progress difference set and the construction quality difference set also includes:

[0054] Using a time series analysis method, based on the prediction of the decoration progress difference set and the construction quality difference set, obtain first predicted decoration progress information and first predicted construction quality information within a preset time period;

[0055] Using regression analysis method, based on the prediction of the decoration progress difference set and the construction quality difference set, obtain the second predicted decoration progress information and the second predicted construction quality information within a preset time period;

[0056] Based on the first predicted decoration progress information, the second predicted decoration progress information, the first predicted construction quality information, and the second predicted construction quality information, the coordinate distribution in the preset time period in the decoration progress quality prediction curve is determined.

[0057] Two methods, time series analysis and regression analysis, are used to predict the future progress and quality of decoration based on the decoration progress difference set and the construction quality difference set, and determine the coordinate distribution of the prediction curve within a preset time period. Among them, the time series analysis method is a statistical method used to analyze data sequences arranged in chronological order to predict future trends. In this embodiment of the application, it is used to predict the future progress and quality of decoration based on the decoration progress difference set and the construction quality difference set; regression analysis is a statistical method for studying the relationship between dependent variables and independent variables. In this embodiment of the application, it is used to predict the future progress and quality of decoration based on the decoration progress difference set and the construction quality difference set.

[0058] The first predicted decoration progress information and the first predicted construction quality information are prediction results obtained by time series analysis; the second predicted decoration progress information and the second predicted construction quality information are prediction results obtained by regression analysis; the decoration progress quality prediction curve is determined based on the first predicted decoration progress information, the second predicted decoration progress information and the first predicted construction quality information and the second predicted construction quality information, reflecting the decoration progress and quality trends within a preset time period. By combining the two methods of time series analysis and regression analysis, more comprehensive prediction information can be obtained. For example, time series analysis may be more suitable for capturing long-term trends, while regression analysis may be more suitable for capturing short-term fluctuations. The combination of the two can provide more comprehensive prediction information, thereby more accurately predicting future trends.

[0059] In summary, the renovation progress quality control optimization method provided by the embodiment of the present application has the following technical effects:

[0060] 1. By selecting decoration materials with strong environmental protection and strengthening the inspection and control of material quality, we can ensure that the quality of construction materials is stable and meets relevant standards, thereby improving the decoration effect and quality.

[0061] 2. Accelerate construction progress and quality by designing and selecting appropriate construction processes and technologies, and applying new technologies and new materials.

[0062] 3. Improve construction efficiency and ensure construction safety by strengthening construction site management, rationally allocating resources.

[0063] 4. Improve construction efficiency and quality by implementing effective progress and quality control measures, timely discovering and solving problems, and optimizing construction plans and schedules.

[0064] 5. Due to the use of time series analysis, based on the prediction of the decoration progress difference set and the construction quality difference set, the first predicted decoration progress information and the first predicted construction quality information within the preset time period are obtained; the regression analysis method is used, based on the prediction of the decoration progress difference set and the construction quality difference set, the second predicted decoration progress information and the second predicted construction quality information within the preset time period are obtained; based on the first predicted decoration progress information, the second predicted decoration progress information and the first predicted construction quality information and the second predicted construction quality information, the coordinate distribution in the decoration progress quality prediction curve in the preset time period is determined. By combining the two methods of time series analysis and regression analysis, more comprehensive prediction information can be obtained. For example, time series analysis may be more suitable for capturing long-term trends, while regression analysis may be more suitable for capturing short-term fluctuations. The combination of the two can provide more comprehensive prediction information, thereby more accurately predicting future trends.

[0065] Embodiment 2

[0066] Based on the same inventive concept as the decoration progress quality control optimization method in the above-mentioned embodiment, Figure 3 As shown, the embodiment of the present application provides a renovation progress quality control optimization system, wherein the system includes:

[0067] The progress information acquisition module 100 is used to acquire the renovation progress information, which includes demolition progress information, water and electricity renovation progress information, wall renovation progress information, floor renovation progress information, wall renovation progress information, ceiling installation progress information, and lamp installation progress information;

[0068] The quality information acquisition module 200 is used to acquire construction quality information, wherein the construction quality information includes the quality of construction materials, the qualifications of the construction team, and the construction quality requirements;

[0069] The construction segmentation module 300 is used to divide the construction phases based on the decoration progress information and output N decoration construction segments, wherein the N decoration construction segments at least include a building material procurement segment, a foundation construction phase, a main body construction phase, and a decoration construction phase;

[0070] A progress matching table generating module 400 is used to generate a standard progress matching table based on historical qualified renovation cases, wherein the standard progress matching table includes a time progress matching table and a quality progress matching table;

[0071] The construction plan generation module 500 is used to synchronously input N decoration construction sections into the standard progress matching table before the decoration project starts, and generate an estimated construction plan, wherein the estimated construction plan includes time progress, construction progress, and construction quality judgment criteria;

[0072] The real-time optimization control module 600 is used to perform real-time optimization control according to the standard construction plan by using the decoration progress information as a decoration progress control indicator and the construction quality information as a construction quality control indicator before the decoration project starts.

[0073] Furthermore, the system also includes:

[0074] Collect historical qualified decoration cases, including project type, project scale, decoration style, and decoration materials;

[0075] Analyze the collected historical qualified decoration cases and extract key characteristic indicators of each case, including construction stage indicators, construction time indicators, and construction quality indicators;

[0076] Based on the key characteristic indicators of the historical qualified decoration cases, a standard progress matching table is generated.

[0077] Furthermore, the system also includes:

[0078] Based on each historical qualified renovation case, fill the data information corresponding to the key characteristic indicators into the standard progress matching table;

[0079] After the data information is filled, the standard progress matching table is fine-tuned in combination with the environmental impact factors to generate a new standard progress matching table;

[0080] Apply the new standard schedule matching table to new renovation projects.

[0081] Furthermore, the system also includes:

[0082] Before you start optimizing control, you need to set control goals;

[0083] During the construction process, it is necessary to regularly collect periodic decoration progress information and periodic construction quality information;

[0084] Based on the periodic decoration progress information and periodic construction quality information, periodic optimization management and control are carried out.

[0085] Furthermore, the system also includes:

[0086] Comparing the differences between the periodic decoration progress information and the periodic construction quality information, and calculating a decoration progress difference set and a construction quality difference set;

[0087] Building a decoration progress quality prediction curve through the decoration progress difference set and the construction quality difference set;

[0088] According to the decoration progress quality prediction curve, the standard construction plan is adjusted in advance.

[0089] Furthermore, the system also includes:

[0090] Using a time series analysis method, based on the prediction of the decoration progress difference set and the construction quality difference set, obtain first predicted decoration progress information and first predicted construction quality information within a preset time period;

[0091] Using regression analysis method, based on the prediction of the decoration progress difference set and the construction quality difference set, obtain the second predicted decoration progress information and the second predicted construction quality information within a preset time period;

[0092] Based on the first predicted decoration progress information, the second predicted decoration progress information, the first predicted construction quality information, and the second predicted construction quality information, the coordinate distribution in the preset time period in the decoration progress quality prediction curve is determined.

[0093] Any step of the method described above can be stored as a computer instruction or program in an unlimited computer memory, and can be called and recognized by an unlimited computer processor to implement any method in the embodiments of the present application, without any unnecessary restrictions.

[0094] Furthermore, the first or second mentioned above may not only represent an order relationship, but may also represent a specific concept, and / or refer to multiple elements that can be selected individually or in full. Obviously, those skilled in the art can make various changes and modifications to the present application without departing from the scope of the present application. Thus, if these modifications and variations of the present application fall within the scope of the present application and its equivalents, the present application intends to include these modifications and variations.

Claims

1. The decoration progress quality control optimization method is characterized by: The method comprises: Obtaining renovation progress information, the renovation progress information including demolition progress information, water and electricity renovation progress information, wall renovation progress information, floor renovation progress information, wall renovation progress information, ceiling installation progress information, and lighting installation progress information; Obtaining construction quality information, wherein the construction quality information includes construction material quality, construction team qualifications, and construction quality requirements; Based on the decoration progress information, the construction phase is divided and N decoration construction sections are output, wherein the N decoration construction sections at least include a building material procurement section, a foundation construction stage, a main body construction stage, and a decoration construction stage; Based on historical qualified renovation cases, a standard progress matching table is generated, wherein the standard progress matching table includes a time progress matching table and a quality progress matching table; Before the decoration project starts, N decoration construction stages are synchronously input into the standard progress matching table to generate an estimated construction plan, wherein the estimated construction plan includes time schedule, construction progress, and construction quality judgment criteria; Before the decoration project is started, the decoration progress information is used as a decoration progress control indicator, and the construction quality information is used as a construction quality control indicator to perform real-time optimization control according to the standard construction plan.

2. The decoration progress quality control optimization method according to claim 1, characterized in that: Based on historical qualified renovation cases, a standard progress matching table is generated, the method comprising: Collect historical qualified decoration cases, including project type, project scale, decoration style, and decoration materials; Analyze the collected historical qualified decoration cases and extract key characteristic indicators of each case, including construction stage indicators, construction time indicators, and construction quality indicators; Based on the key characteristic indicators of the historical qualified decoration cases, a standard progress matching table is generated.

3. The decoration progress quality control optimization method according to claim 2, characterized in that: Based on the key characteristic indicators of the historical qualified renovation cases, a standard progress matching table is generated, and the method further includes: Based on each historical qualified renovation case, fill the data information corresponding to the key characteristic indicators into the standard progress matching table; After the data information is filled, the standard progress matching table is fine-tuned in combination with the environmental impact factors to generate a new standard progress matching table; Apply the new standard schedule matching table to new renovation projects.

4. The decoration progress quality control optimization method according to claim 1, characterized in that: The decoration progress information is used as a decoration progress control indicator, and the construction quality information is used as a construction quality control indicator, and real-time optimization control is performed according to a standard construction plan. The method further includes: Before you start optimizing control, you need to set control goals; During the construction process, it is necessary to regularly collect periodic decoration progress information and periodic construction quality information; Based on the periodic decoration progress information and periodic construction quality information, periodic optimization management and control are carried out.

5. The decoration progress quality control optimization method according to claim 4, characterized in that: Based on the periodic renovation progress information and the periodic construction quality information, periodic optimization control is performed, and the method includes: Comparing the differences between the periodic decoration progress information and the periodic construction quality information, and calculating a decoration progress difference set and a construction quality difference set; Building a decoration progress quality prediction curve through the decoration progress difference set and the construction quality difference set; According to the decoration progress quality prediction curve, the standard construction plan is adjusted in advance.

6. The decoration progress quality control optimization method according to claim 5, characterized in that: By using the decoration progress difference set and the construction quality difference set, a decoration progress quality prediction curve is constructed, and the method further includes: Using a time series analysis method, based on the prediction of the decoration progress difference set and the construction quality difference set, obtain first predicted decoration progress information and first predicted construction quality information within a preset time period; Using regression analysis method, based on the prediction of the decoration progress difference set and the construction quality difference set, obtain the second predicted decoration progress information and the second predicted construction quality information within a preset time period; Based on the first predicted decoration progress information, the second predicted decoration progress information, the first predicted construction quality information, and the second predicted construction quality information, the coordinate distribution in the preset time period in the decoration progress quality prediction curve is determined.

7. The decoration progress quality control optimization system is characterized by: The method for optimizing the quality control of the renovation progress according to any one of claims 1 to 6 comprises: A progress information acquisition module is used to acquire decoration progress information, wherein the decoration progress information includes demolition progress information, water and electricity transformation progress information, wall transformation progress information, floor decoration progress information, wall decoration progress information, ceiling installation progress information, and lamp installation progress information; A quality information acquisition module is used to acquire construction quality information, wherein the construction quality information includes the quality of construction materials, the qualifications of the construction team, and the construction quality requirements; A construction segmentation module is used to divide the construction phases based on the decoration progress information and output N decoration construction segments, wherein the N decoration construction segments at least include a building material procurement segment, a foundation construction phase, a main body construction phase, and a decoration construction phase; A progress matching table generation module is used to generate a standard progress matching table based on historical qualified decoration cases, wherein the standard progress matching table includes a time progress matching table and a quality progress matching table; The construction plan generation module is used to synchronously input N decoration construction sections into the standard progress matching table before the decoration project starts, and generate an estimated construction plan, wherein the estimated construction plan includes time progress, construction progress, and construction quality judgment criteria; The real-time optimization control module is used to use the decoration progress information as a decoration progress control indicator and the construction quality information as a construction quality control indicator before the decoration project starts, and perform real-time optimization control according to the standard construction plan.

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