Decoration project quality detection method and system for mechanical and electrical installation
By constructing an automated detection method for functional test channels and acceptance units, the problems of low efficiency and insufficient precision in traditional quality inspection methods have been solved, and efficient and accurate quality inspection and early warning of electromechanical installation projects have been achieved.
Patent Information
- Application Number
- CN202510647609.6
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-05-20
- Publication Date
- 2025-10-17
AI Technical Summary
Traditional quality inspection methods require a lot of manual operations, have low inspection efficiency, large errors, and are unable to automatically judge and warn, resulting in low inspection accuracy.
Machine learning and artificial intelligence technologies are used to build a functional test channel, and the model is trained using the qualified decoration records to obtain the functional qualification rate. The mechanical and electrical installation parameters are accepted through the acceptance unit to obtain the quality inspection results.
It realizes automated quality inspection, improves inspection efficiency and accuracy, reduces errors, and can provide early warning of potential problems, ensuring project quality and safety.
Smart Images

Figure CN120806695A_ABST
Abstract
Description
TECHNICAL FIELD
[0001] The present application relates to the technical field of decoration detection, and particularly relates to a decoration engineering quality detection method and system for electromechanical installation. BACKGROUND
[0002] Quality detection is an indispensable link in decoration engineering. Through detection, defects and problems in decoration engineering can be found and corrected to ensure the quality and safety of the engineering. Decoration engineering needs to meet certain design and use requirements, such as beautiful appearance, comfortable use, safety and reliability, etc. Through quality detection, it can be checked whether the decoration engineering meets the design and use requirements, so as to ensure the practicability and reliability of the engineering. In the construction process of decoration engineering, various potential problems and risks may be encountered, such as material defects, construction errors, unreasonable design, etc. Through quality detection, these problems can be found and solved in time to avoid greater impact on the engineering. In the decoration market, quality and reputation are the core competitiveness of enterprises. Through strict quality detection, the reputation and competitiveness of enterprises can be improved to attract more customers and business. Decoration engineering needs to comply with relevant regulations and standard requirements, such as building law, safety production law, fire law, etc. Through quality detection, it can be ensured that the decoration engineering meets the relevant regulations and standard requirements to achieve the standard of being legal and compliant. The background of the decoration engineering quality detection method for electromechanical installation is mainly to ensure the quality and safety of the engineering, meet the design and use requirements, prevent potential problems and risks, improve competitiveness and comply with regulations and standard requirements.
[0003] However, in the process of implementing the technical scheme of the embodiments of the present application, it is found that the above-mentioned technology at least has the following technical problems:
[0004] The traditional quality detection method usually needs a large amount of manual operation and detection, and has the problems of low detection efficiency, large error, low detection precision, and inability to automatically judge and warn. SUMMARY
[0005] The present application mainly solves the problem that the traditional quality detection method usually needs a large amount of manual operation and detection, has low detection efficiency, large error, low detection precision, and cannot automatically judge and warn.
[0006] In view of the above problems, the present application provides a decoration engineering quality detection method and system for mechanical and electrical installation. In a first aspect, the present application provides a decoration engineering quality detection method for mechanical and electrical installation, which comprises: obtaining mechanical and electrical installation parameters of a target decoration engineering through interactive decoration demand; constructing a functional test channel, training the functional test channel with decoration qualified records to obtain a functional qualified rate; analyzing the mechanical and electrical installation parameters according to the functional test channel to obtain a target functional qualified rate; and performing acceptance on the mechanical and electrical installation parameters according to an acceptance unit to obtain a quality detection result of the target decoration engineering.
[0007] In a second aspect, the present application provides a decoration engineering quality detection system for mechanical and electrical installation, which comprises: an installation parameter acquisition module for obtaining mechanical and electrical installation parameters of a target decoration engineering through interactive decoration demand; a performance qualified rate acquisition module for constructing a functional test channel, training the functional test channel with decoration qualified records to obtain a functional qualified rate; a parameter analysis module for analyzing the mechanical and electrical installation parameters according to the functional test channel to obtain a target functional qualified rate; and a quality detection result acquisition module for performing acceptance on the mechanical and electrical installation parameters according to an acceptance unit to obtain a quality detection result of the target decoration engineering.
[0008] The one or more technical solutions provided in the present application have at least the following technical effects or advantages:
[0009] The present application provides a decoration engineering quality detection method and system for mechanical and electrical installation, which relates to the technical field of decoration detection. The method comprises: obtaining mechanical and electrical installation parameters of a target decoration engineering through interactive decoration demand; constructing a functional test channel, training the functional test channel with decoration qualified records to obtain a functional qualified rate, analyzing the mechanical and electrical installation parameters according to the functional test channel to obtain a target functional qualified rate, and performing acceptance on the mechanical and electrical installation parameters according to an acceptance unit to obtain a quality detection result of the target decoration engineering.
[0010] The present application mainly solves the problems of traditional quality detection methods, which usually require a large amount of manual operation and detection, have low detection efficiency, large errors, low detection precision, and cannot automatically judge and warn. The present application ensures to obtain accurate quality detection results.
[0011] The above description is only a summary of the technical solutions of the present application. In order to more clearly understand the technical means of the present application, the present application can be implemented according to the content of the specification, and in order to make the above and other purposes, characteristics and advantages of the present application more obvious and easy to understand, the following specific embodiments of the present application are described. BRIEF DESCRIPTION OF DRAWINGS
[0012] In order to more clearly illustrate the technical solutions in this application or the prior art, the following briefly introduces the drawings required for use in the embodiments or the description of the prior art. Obviously, the drawings described below are merely exemplary, and a person of ordinary skill in the art can obtain other drawings based on the provided drawings without creative work.
[0013] Figure 1 A flow chart of a method for inspecting the quality of a decoration project for electromechanical installation is provided for an embodiment of the present application;
[0014] Figure 2 A flowchart of a method for obtaining a qualified acceptance result in a quality inspection method for a decoration project for electromechanical installation is provided for an embodiment of the present application;
[0015] Figure 3 A flow chart of a method for obtaining quality inspection results in a decoration engineering quality inspection method for electromechanical installation is provided for an embodiment of the present application;
[0016] Figure 4 A structural diagram of a decoration engineering quality inspection system for electromechanical installation is provided for an embodiment of the present application.
[0017] Description of the reference numerals: installation parameter acquisition module 10 , performance qualification rate acquisition module 20 , parameter analysis module 30 , quality inspection result acquisition module 40 . DETAILED DESCRIPTION
[0018] The following will be combined with the drawings in the embodiments of this application to clearly and completely describe the technical solutions in the embodiments of this application. Obviously, the embodiments described are only part of the embodiments of this application, not all of the embodiments. Based on the embodiments in this application, all other embodiments obtained by ordinary technicians in this field without making creative efforts are within the scope of protection of this application.
[0019] This application mainly solves the problems of traditional quality inspection methods, which usually require a lot of manual operation and inspection, have low inspection efficiency, large errors, low inspection accuracy, and cannot automatically judge and warn, ensuring accurate quality inspection results.
[0020] In order to better understand the above technical solution, the following will introduce the above solution in detail with reference to the accompanying drawings and specific implementation methods:
[0021] Example 1
[0022] like Figure 1 The quality inspection method for decoration engineering of electromechanical installation is shown, and the method comprises:
[0023] Obtaining the electromechanical installation parameters of the target decoration project through interactive decoration demand acquisition;
[0024] Specifically, obtaining the electromechanical installation parameters of the target decoration project through interactive decoration demand acquisition, first needs to determine the target decoration project, including project type, area, decoration style, etc. These information is crucial for subsequent electromechanical installation parameter acquisition. Collect basic information of the project: Collect the basic information of the target decoration project, such as project location, building structure type, total building area, electromechanical equipment installation location, etc. These information helps to understand the basic situation of the project and the distribution of electromechanical equipment. Understand the needs of the owner: Communicate with the owner and understand their specific needs and requirements for electromechanical installation. For example, the owner's specific requirements for the brand, model, performance, and use effect of electromechanical equipment. Determine the electromechanical installation scheme: According to the needs of the owner and the actual situation of the target decoration project, develop a suitable electromechanical installation scheme. This includes the selection of electromechanical equipment, installation location, pipe arrangement, cable connection, and other specific planning and design. Determine the electromechanical installation parameters: According to the developed electromechanical installation scheme, determine the specific electromechanical installation parameters. These parameters include but are not limited to: pipe diameter, cable specification, voltage level, fluid type, pressure level, etc. These parameters need to be designed and calculated in detail according to the scheme to meet the needs of the owner and the actual needs of the project. Confirm the parameters with the owner: Communicate and confirm the determined electromechanical installation parameters with the owner to ensure the owner's approval and satisfaction. If the owner has any questions or suggestions about the parameters, the corresponding adjustments and improvements need to be made according to the feedback of the owner. Complete the interactive decoration demand acquisition: Through the above steps, the interactive decoration demand acquisition of the electromechanical installation parameters of the target decoration project can be completed. These parameters will provide important reference and guidance for subsequent decoration design and construction. Obtaining the electromechanical installation parameters of the target decoration project through interactive decoration demand acquisition needs to communicate and exchange with the owner fully to ensure that the obtained parameters can meet the needs of the owner and the actual needs of the project. At the same time, detailed design and calculation of the parameters are also needed to ensure the quality and safety of electromechanical installation.
[0025] Building a functional test channel, training the functional test channel with decoration qualification records, and obtaining a functional qualification rate;
[0026] Specifically, a functional test channel is constructed, which can utilize machine learning and artificial intelligence techniques to train a functional test model. This model can receive decoration qualification records as input and output a functional qualification rate. A dataset containing decoration qualification records is collected, which should include various types and formats of qualified decoration engineering data. Data preprocessing: clean, organize and standardize the collected data to ensure the quality and availability of the data. This may include removing outliers, filling missing values, data type conversion, etc. Feature engineering: extract relevant features from the decoration qualification records, which should be able to represent various aspects of the decoration engineering, such as decoration type, decoration area, mechanical and electrical equipment type, pipe diameter, etc. Model selection and training: select a suitable machine learning or artificial intelligence model, such as decision tree, support vector machine, neural network, etc., and use the processed data to train the model. Model evaluation and adjustment: use a portion of the data as a test set to evaluate the performance of the model, and adjust and optimize the model according to the evaluation results. This may include parameter adjustment, feature selection, model structure optimization, etc. Functional test channel construction: apply the trained model to the functional test channel to achieve the goal of using decoration qualification records to predict the functional qualification rate. Functional qualification rate output: through the functional test channel, input the relevant information of the decoration engineering, and the model will output the functional qualification rate to represent the quality and safety of the decoration engineering in terms of functionality.
[0027] According to the functional test channel, the mechanical and electrical installation parameters are analyzed to obtain a target functional qualification rate.
[0028] Specifically, according to the functional test channel, the mechanical and electrical installation parameters can be analyzed to obtain a target functional qualification rate. Input mechanical and electrical installation parameters: input the mechanical and electrical installation parameters to be analyzed into the functional test channel. Analyze mechanical and electrical installation parameters: the functional test channel uses the trained model to analyze and predict the input mechanical and electrical installation parameters. Calculate functional qualification rate: according to the analysis results, calculate the target functional qualification rate. This qualification rate can represent the quality and safety of the mechanical and electrical installation parameters in terms of functionality. Output functional qualification rate: output the calculated functional qualification rate for subsequent decoration engineering reference and use.
[0029] According to the acceptance unit, the mechanical and electrical installation parameters are accepted to obtain the quality detection result of the target decoration engineering.
[0030] Specifically, according to the acceptance unit, the quality detection result of the target decoration project can be obtained. Determine the acceptance unit: according to the actual situation and demand of the target decoration project, the project is divided into several acceptance units. Each acceptance unit can be an independent device, a system or a region, according to the actual situation. Formulate acceptance standards: according to the characteristics and requirements of each acceptance unit, formulate the corresponding acceptance standards. These standards can include performance test of mechanical and electrical equipment, sealing test of pipeline, insulation test of cable, etc. Perform acceptance test: according to the acceptance standard, the corresponding test and inspection are carried out for each acceptance unit. This can include equipment operation test, pipeline pressure test, cable pressure test, etc. Analyze the acceptance result: according to the test result, the quality of each acceptance unit is evaluated and analyzed. This can include the evaluation and analysis of the performance parameters of the equipment, the sealing of the pipeline, the insulation of the cable, etc. Summarize the quality detection result: summarize and analyze the quality detection result of each acceptance unit to obtain the quality detection result of the target decoration project. This result can include the overall project quality, the quality of each part of the project, etc.
[0031] Further, the method of the present application, the construction of the functional test channel, trains the functional test channel with the decoration qualified record, obtains the functional qualified rate, and the method comprises:
[0032] The decoration qualified record includes mechanical and electrical installation parameter record and functional detection record;
[0033] According to the mechanical and electrical installation parameter record and the functional detection record, the functional test channel is trained, and when the output result converges, the functional qualified rate is output.
[0034] Specifically, the decoration qualification records here include electromechanical installation parameter records and functional detection records, which can be used to train the functional test channel. During the training process, the electromechanical installation parameters and functional detection results in these records can be used to train a functional test model through machine learning and artificial intelligence techniques. During the training process, the model parameters can be continuously adjusted and optimized so that the output results of the model gradually converge, and eventually reach a relatively stable result. When the output results converge, it can be considered that the model has accurately predicted the functional qualification rate. Based on the output of the functional qualification rate when the output results converge, a data set containing decoration qualification records is collected, which should include electromechanical installation parameter records and functional detection records. Data preprocessing: clean, organize and standardize the collected data to ensure the quality and availability of the data. Feature engineering: extract relevant features from the decoration qualification records, which should be able to represent various aspects of the decoration project, such as decoration type, decoration area, electromechanical equipment type, pipe diameter, etc. Model selection and training: select a suitable machine learning or artificial intelligence model, such as decision tree, support vector machine, neural network, etc., and use the processed data to train the model. Model evaluation and adjustment: use a part of the data as a test set to evaluate the performance of the model, and adjust and optimize the model according to the evaluation results. Training convergence evaluation: during the model training process, the convergence of the model needs to be continuously evaluated. This can be evaluated by observing the stability, change trend, etc. of the model output results. Functional qualification rate output: when the model training converges, the relevant information of the decoration project can be input, and the model will output the functional qualification rate to represent the quality and safety of the decoration project in terms of function.
[0035] Further, the method of the present application further comprises:
[0036] The functional qualification rate is divided by the average functional qualification rate to obtain the reciprocal of the ratio;
[0037] The functional test channel is corrected according to the reciprocal of the ratio to obtain the functional qualification rate.
[0038] Specifically, to calculate the inverse of the ratio, first calculate the ratio of the functional pass rate to the average functional pass rate. For example, given a functional pass rate of 0.95 and an average functional pass rate of 0.9, according to the ratio formula, the ratio of the functional pass rate to the average functional pass rate can be calculated as 0.95 / 0.9 = 1.0555555555555556. According to the definition of the inverse, the inverse of the ratio can be calculated as 1 / 1.0555555555555556 = 0.9473684210526315. According to the correction formula, the corrected functional pass rate can be calculated as 0.95 x 0.9473684210526315 = 0.9. Therefore, the corrected functional pass rate is 0.9. Inverse of the ratio of the functional pass rate to the average functional pass rate. Correct the functional test channel: correct the parameters or models of the functional test channel according to the inverse of the ratio. Obtain the functional pass rate: re-evaluate the functional pass rate of the electromechanical installation parameter through the corrected functional test channel. The functional test channel can be better adjusted and optimized to improve its accuracy and reliability in evaluating the functionality of the electromechanical installation parameter.
[0039] Further, the method of the present application, the functional test channel is used to analyze the electromechanical installation parameter and obtain the target functional pass rate, the method comprising:
[0040] The functional test channel is used to analyze the electromechanical installation parameter and obtain the target functional pass rate;
[0041] According to the difference between the target functional pass rate and the functional pass rate, when the difference is less than or equal to the preset pass rate difference index, the target functional pass rate is obtained.
[0042] Specifically, by analyzing the electromechanical installation parameters through the functional test channel, the target functional pass rate can be obtained. This pass rate represents the functional level that the electromechanical installation parameters can achieve according to the current analysis results. Next, the difference between the target functional pass rate and the functional pass rate is calculated. This difference can reflect the gap between the electromechanical installation parameters and the expected functional standards. The preset pass rate difference index is a pre-set threshold value for judging whether the gap between the pass rate and the functional pass rate is acceptable. If the difference is less than or equal to the preset pass rate difference index, it can be considered that the electromechanical installation parameters meet the functional requirements, i.e. the target functional pass rate is obtained. Calculate the difference: the difference between the target functional pass rate and the functional pass rate = |functional pass rate - functional pass rate|. Judge the difference: whether the difference is less than or equal to the preset pass rate difference index. If the difference is less than or equal to the preset pass rate difference index, then: the target functional pass rate = the functional pass rate. If the difference is greater than the preset pass rate difference index, then: the electromechanical installation parameters need to be further adjusted, and the functional test needs to be performed again until the conditions are met. Reflects the acceptable degree of the gap between the electromechanical installation parameters and the functional standards. If the preset pass rate difference index is set relatively leniently, the electromechanical installation parameters may need to be adjusted to ensure that the functional requirements are met. If the preset pass rate difference index is set relatively strictly, the electromechanical installation parameters may need to be further optimized to minimize the gap with the functional standards.
[0043] Further, as shown in Figure 2 The method of the present application, the quality detection result of the target decoration project is obtained by accepting the electromechanical installation parameters through the acceptance unit, and the method comprises the following steps:
[0044] The acceptance quality analysis of the electromechanical installation parameters is carried out through the acceptance unit, and the target acceptance quality result is compared with the acceptance quality threshold value of the acceptance unit.
[0045] When the target acceptance quality result meets the acceptance quality threshold value, the quality detection result is obtained as an acceptance qualified result.
[0046] Specifically, by performing quality analysis on the mechanical and electrical installation parameters through the acceptance unit, the target acceptance quality result can be compared with the acceptance quality threshold of the acceptance unit. The acceptance quality threshold refers to the quality standard or condition that the mechanical and electrical installation parameters must meet in the acceptance unit. If the target acceptance quality result meets the acceptance quality threshold, it means that the quality of the mechanical and electrical installation parameters in the acceptance unit meets the expected requirements, and therefore the quality detection result of the acceptance unit can be determined as an acceptance qualified result. Determine the acceptance unit: According to the actual situation and requirements of the target decoration project, the project is divided into several acceptance units. Each acceptance unit can be an independent device, a system or a region, and is divided according to the actual situation. Develop acceptance standards: According to the characteristics and requirements of each acceptance unit, develop corresponding acceptance standards. These standards can include performance testing of mechanical and electrical equipment, sealing testing of pipelines, insulation testing of cables, etc. Perform acceptance test: According to the acceptance standards, perform corresponding tests and inspections on each acceptance unit. This can include device operation test, pipeline pressure test, cable voltage test, etc. Analyze the target acceptance quality result: According to the test results and analysis, the target acceptance quality result of each acceptance unit is obtained. This result can include performance indicators, safety, stability, etc. Compare the acceptance quality threshold: Compare the target acceptance quality result of each acceptance unit with the corresponding acceptance quality threshold. If the target acceptance quality result meets the acceptance quality threshold, it is considered that the quality detection result of the acceptance unit is an acceptance qualified result. Output quality detection report: Compile the quality detection results of each acceptance unit into a report and output to relevant personnel. This report can include detailed description of each part of the project quality, existing problems and suggestions, etc.
[0047] Further, as shown in Figure 3 the method of the present application further comprises:
[0048] performing multi-scale functional decomposition on the decoration requirements, and performing correction calculation on the quality detection result according to the decomposition result;
[0049] correcting the quality detection result according to the correction calculation result to obtain the quality detection result.
[0050] In particular, the multi-scale functional decomposition of decoration requirements is to better understand and analyze the decoration engineering requirements and functions, so as to better perform quality detection and correction calculation. In the multi-scale functional decomposition, the decoration requirements are decomposed into different levels and scales, such as equipment level, system level, and region level. Each level and scale can correspond to different functions and requirements, such as the air conditioning system in the equipment level needs to ensure the refrigeration effect and air quality, and the lighting system in the system level needs to ensure the brightness and color temperature. According to the decomposition results, the quality detection results are corrected and calculated. According to the functions and requirements of each level and scale, the corresponding quality detection results are corrected and calculated. For example, in the equipment level, if the refrigeration effect of the air conditioning system does not meet the standard, the correction calculation can be performed according to the actual situation, such as adjusting the parameters of the air conditioning system or replacing the equipment, etc. The correction calculation results can correct the quality detection results, so as to obtain more accurate quality detection results. In the correction, various factors are considered, such as the performance parameters of the equipment, the quality of the pipeline, the specifications of the cable, etc., as well as the actual operating environment and requirements, etc. The multi-scale functional decomposition of decoration requirements is performed, and the functions and requirements of each level and scale are obtained. According to the decomposition results, the corresponding quality detection results are corrected and calculated. According to the correction calculation results, the quality detection results are corrected. The corrected quality detection results are output.
[0051] Embodiment Two
[0052] Based on the same inventive concept as the aforementioned embodiment for the decoration engineering quality detection method for mechanical and electrical installation, as shown in Figure 4 The present application provides a decoration engineering quality detection system for mechanical and electrical installation, which comprises:
[0053] An installation parameter acquisition module 10 is used to interact with the decoration requirements to obtain the mechanical and electrical installation parameters of the target decoration engineering.
[0054] A performance qualification rate acquisition module 20 is used to construct a functional test channel, train the functional test channel with decoration qualification records, and obtain a functional qualification rate.
[0055] A parameter analysis module 30 is used to analyze the mechanical and electrical installation parameters according to the functional test channel, and obtain a target functional qualification rate.
[0056] A quality detection result acquisition module 40 is used to accept the mechanical and electrical installation parameters according to an acceptance unit, and obtain the quality detection result of the target decoration engineering.
[0057] Further, the system further comprises:
[0058] The qualified rate output module is configured to output the functional qualified rate based on the convergence of the output result.
[0059] Further, the system further comprises:
[0060] The test channel correction module is configured to obtain the reciprocal of the ratio of the functional qualified rate to the average functional qualified rate, and correct the functional test channel according to the reciprocal of the ratio to obtain the functional qualified rate.
[0061] Further, the system further comprises:
[0062] The target functional qualified rate acquisition module is configured to analyze the electromechanical installation parameters through the functional test channel to obtain a target functional qualified rate, and perform difference calculation on the target functional qualified rate and the functional qualified rate, and obtain the target functional qualified rate when the difference is less than or equal to a preset qualified rate difference index.
[0063] Further, the system further comprises:
[0064] The qualified result acceptance module is configured to perform acceptance quality analysis on the electromechanical installation parameters through the acceptance unit, compare a target acceptance quality result with an acceptance quality threshold of the acceptance unit, and obtain the quality detection result as an acceptance qualified result when the target acceptance quality result meets the acceptance quality threshold.
[0065] Further, the system further comprises:
[0066] The result correction module is configured to perform multi-scale functional decomposition on the decoration demand, perform correction calculation on the quality detection result according to the decomposition result, correct the quality detection result according to the correction calculation result, and obtain the quality detection result.
[0067] Through the foregoing detailed description of the method for quality detection of decoration engineering for electromechanical installation, those skilled in the art can clearly know the quality detection system for decoration engineering for electromechanical installation in the embodiment. For the system disclosed in the embodiment, since it corresponds to the device disclosed in the embodiment, the description is relatively simple, and reference can be made to the method part for relevant parts.
[0068] The foregoing description of the disclosed embodiments enables a person skilled in the art to make or use the application. Modifications of these embodiments will occur to persons of skill in the art, and, while certain modifications are discussed, it is desired to be protected in accordance with the spirit and scope of the application. Accordingly, it is not intended that the application be limited to the embodiments illustrated herein, but that it be given the broadest possible scope commensurate with the principles and novel features disclosed herein.
Claims
1. A method for detecting the quality of decoration works for electromechanical installation, characterized in that: The method comprises: Interactive decoration requirements to obtain the mechanical and electrical installation parameters of the target decoration project; Constructing a functional test channel, and using the renovation qualification record to train the functional test channel to obtain a functional qualification rate; Analyzing the electromechanical installation parameters according to the functional test channel to obtain a target functional qualification rate; The electromechanical installation parameters are inspected and accepted by the acceptance unit to obtain the quality inspection results of the target decoration project.
2. The method according to claim 1, wherein The method of constructing a functional test channel, training the functional test channel using renovation qualification records, and obtaining a functional qualification rate includes: The renovation qualification record includes mechanical and electrical installation parameter records and functional test records; The functional test channel is trained according to the electromechanical installation parameter record and the functional test record, and the functional qualification rate is output when the output result converges.
3. The method according to claim 2, wherein The method further comprises: Ratioing the functional qualified rate to the average functional qualified rate to obtain the inverse of the ratio; The functional test channel is corrected according to the inverse of the ratio to obtain the functional qualification rate.
4. The method according to claim 1, wherein The method of analyzing the electromechanical installation parameters according to the functional test channel to obtain a target functional qualification rate includes: Analyzing the electromechanical installation parameters through the functional test channel to obtain a target functional qualification rate; A difference calculation is performed between the target functional qualified rate and the functional qualified rate. When the difference is less than or equal to a preset qualified rate difference index, the target functional qualified rate is obtained.
5. The method according to claim 1, wherein The method of accepting the electromechanical installation parameters according to the acceptance unit to obtain the quality inspection results of the target decoration project includes: Performing an acceptance quality analysis on the electromechanical installation parameters by the acceptance unit, and comparing a target acceptance quality result with an acceptance quality threshold of the acceptance unit; When the target acceptance quality result meets the acceptance quality threshold, the quality inspection result is obtained as a qualified acceptance result.
6. The method according to claim 5, wherein The method further comprises: Perform multi-scale functional decomposition on the decoration requirements, and perform correction calculation on the quality inspection results according to the decomposition results; The quality detection result is corrected according to the correction calculation result to obtain the quality detection result.
7. The decoration engineering quality detection system for electromechanical installation is characterized by: The system comprises: An installation parameter acquisition module, which is used to acquire electromechanical installation parameters of a target decoration project based on interactive decoration requirements; A performance qualification rate acquisition module is used to construct a functional test channel, train the functional test channel using renovation qualification records, and obtain a functional qualification rate; a parameter analysis module, configured to analyze the electromechanical installation parameters according to the functional test channel to obtain a target functional qualification rate; The quality inspection result acquisition module is used to inspect the electromechanical installation parameters according to the acceptance unit to obtain the quality inspection results of the target decoration project.
Citation Information
Patent Citations
Decoration industry engineering insurance claim payment method
CN117670562A
Intelligent supervision method for decoration industry project quality effect
CN117829679A
Multi-dimensional construction project quality detection system
CN118536877A