Construction project quality monitoring and supervision platform and method

Abstract

The invention discloses a construction project quality monitoring and supervision platform and method. The platform comprises a data acquisition module, a data transmission module, a data processing and analysis module, a supervision module, a decision support module and a user management module. According to the construction project quality monitoring and supervision platform and method, various quality data of a construction site can be acquired in real time through the intelligent sensor and the data acquisition equipment, and the timeliness of monitoring is guaranteed; an advanced artificial intelligence algorithm is utilized to automatically process and analyze a large amount of data, potential quality problems can be effectively identified, and early warning can be carried out in advance; through multi-party supervision and data sharing of the platform, a supervisor can carry out project quality monitoring anytime and anywhere, and the supervision efficiency is greatly improved. The dependence of traditional manual inspection is reduced, and the risk of human errors and omission is reduced; the platform helps a decision maker to make a scientific and accurate quality management decision through big data analysis, thereby improving the quality control level of the construction process.

Description

Technical Field

[0001] The present invention relates to the technical field of the construction industry, and in particular to a construction project quality monitoring and supervision platform and method. Background Art

[0002] With the rapid development of the construction industry, the quality and safety issues of construction projects have become increasingly prominent. Traditional project quality monitoring relies on manual inspections and on-site spot checks, which have problems such as low monitoring efficiency, non-real-time data, and delayed supervision. In addition, since construction projects involve many links and multiple parties, the complexity of information transmission and management also increases the difficulty of quality supervision. Summary of the invention

[0003] In view of the above-mentioned deficiencies in the prior art, the present invention provides a construction project quality monitoring and supervision platform and method, which aims to solve the problems of low monitoring efficiency, non-real-time data, and delayed supervision.

[0004] In order to achieve the above-mentioned purpose of the invention, the technical solution adopted by the present invention is: a construction project quality monitoring and supervision platform and method, including a data acquisition module, a data transmission module, a data processing and analysis module, a supervision module, a decision support module, and a user management module.

[0005] Furthermore, the data acquisition module includes sensor acquisition, video monitoring and image acquisition, and on-site data acquisition terminal; the sensor acquisition includes temperature and humidity sensors, vibration sensors, gas sensors and noise sensors, and the video monitoring and image acquisition includes high-definition cameras and drone image acquisition, which collects data related to the quality of construction projects in real time.

[0006] Furthermore, the data transmission module collects quality monitoring data from various sensors, monitoring equipment or other relevant terminals at the construction site, and realizes data transmission through wireless transmission technology, which is suitable for a more flexible on-site environment.

[0007] Furthermore, the data processing and analysis module includes standardization processing according to data formats from different sources to unify and structure the data for subsequent analysis, noise reduction, missing data filling, outlier removal and smoothing of the collected data; real-time data processing, data analysis and model building, quality inspection and evaluation, and multi-dimensional data fusion. The real-time data processing includes the use of streaming computing technology to quickly process and monitor real-time collected data; the data analysis and model building includes analyzing historical data through statistical analysis, building a predictive model, evaluating engineering quality trends, and identifying potential quality risks; the quality inspection and evaluation includes quality evaluation of engineering data according to set quality standards; and the multi-dimensional data fusion includes fusing data from different monitoring points.

[0008] Furthermore, the supervision module includes quality inspection and evaluation, construction process supervision, problem warning and rectification; the quality inspection and evaluation includes that the supervision platform can conduct regular quality sampling, rely on artificial intelligence to perform data analysis, and identify quality risks and problems; the construction process supervision includes combining video surveillance, image recognition and other technologies to monitor the construction site in real time and promptly discover potential safety hazards and quality problems.

[0009] Furthermore, the decision support module includes decision models, multi-party collaboration and communication, and intelligent suggestions; the decision model includes establishing a data-based decision support model to help managers develop optimization plans; through modeling, the influencing factors of various quality issues are analyzed to provide targeted improvement measures and plans; the multi-party collaboration and communication includes allowing project managers, supervision units, construction units, quality inspection personnel and other different roles to share quality data and decision information through multi-party collaboration to achieve transparent management throughout the process; the intelligent suggestions include that through artificial intelligence technology, the decision support module can continuously optimize the decision model and automatically give suggestions on quality management and control.

[0010] Furthermore, the user management module includes user registration and login, authority management, authority delegation and agency. The user registration and login includes creating a new account when the user fills out a registration form or registers through the invitation of the system administrator; the authority management includes granting different access rights to each role, such as data viewing, data editing, report generation, approval process, etc., to ensure that users can only operate functions within their own authority; the authority delegation and agency include that in special circumstances, users can entrust others to handle certain work on their behalf, as well as display the current user's to-do tasks and allow the transfer and processing of tasks.

[0011] The beneficial effects of the present invention are:

[0012] The construction project quality monitoring and supervision platform and method of the present invention can obtain various quality data of the construction site in real time through intelligent sensors and data acquisition equipment to ensure the timeliness of monitoring; it uses advanced artificial intelligence algorithms to automatically process and analyze large amounts of data, which can effectively identify potential quality problems and provide early warnings; through the platform's multi-party supervision and data sharing, supervisors can monitor project quality anytime and anywhere, greatly improving supervision efficiency; it reduces reliance on traditional manual inspections and reduces the risks of human errors and omissions; the platform helps decision makers make scientific and accurate quality management decisions through big data analysis, thereby improving the quality control level of the construction process. BRIEF DESCRIPTION OF THE DRAWINGS

[0013] Figure 1 A flowchart of the construction project quality monitoring and supervision platform and method of the present invention;

[0014] Figure 2 It is a data acquisition module flow chart of the construction project quality monitoring and supervision platform and method of the present invention;

[0015] Figure 3 It is a flow chart of the data processing and analysis module of the construction project quality monitoring and supervision platform and method of the present invention;

[0016] Figure 4 It is a flow chart of the supervision module of the construction project quality monitoring and supervision platform and method of the present invention;

[0017] Figure 5 It is a flow chart of the decision support module of the construction project quality monitoring and supervision platform and method of the present invention;

[0018] Figure 6 It is a flow chart of the user management module of the construction project quality monitoring and supervision platform and method of the present invention. DETAILED DESCRIPTION

[0019] The specific implementation of the present invention is further described below in conjunction with the accompanying drawings, wherein the same components are represented by the same reference numerals.

[0020] It should be noted that the words "front", "rear", "left", "right", "up" and "down" used in the following description refer to directions in the drawings, and the words "inside" and "outside" refer to directions toward or away from the geometric center of a specific component, respectively.

[0021] In order to make the contents of the present invention more clearly understood, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present invention.

[0022] like Figures 1 to 6 As shown, the construction project quality monitoring and supervision platform and method include a data acquisition module, a data transmission module, a data processing and analysis module, a supervision module, a decision support module, and a user management module.

[0023] The data acquisition module includes sensor acquisition, video monitoring and image acquisition, and on-site data acquisition terminal; the sensor acquisition includes temperature and humidity sensors, vibration sensors, gas sensors and noise sensors, and the video monitoring and image acquisition includes high-definition cameras and drone image acquisition, which collect data related to the quality of construction projects in real time.

[0024] Through the above scheme, temperature and humidity sensors are mainly used to monitor the impact of environmental temperature and humidity on building materials and construction processes. Vibration sensors are used to detect vibration conditions during the construction process, especially in large buildings or underground projects, to prevent vibration damage caused by construction. Gas sensors are used to monitor air quality, especially the concentration of harmful gases (such as carbon monoxide, ammonia, methane, etc.) that are easily generated at construction sites. Noise sensors monitor the noise level generated during the construction process to ensure compliance with environmental noise standards. High-definition cameras are used to record important links in the construction process in real time, capture project progress, and discover potential quality problems. UAV image acquisition uses drones for high-altitude photography to obtain panoramic views or images of parts that are difficult to reach.

[0025] The data transmission module collects quality monitoring data from various sensors, monitoring equipment or other related terminals at the construction site, and realizes data transmission through wireless transmission technology, which is suitable for a more flexible on-site environment.

[0026] Through the above solution, the transmission, synchronization and sharing of various types of data between different devices, systems and platforms can be ensured during the quality monitoring and supervision of construction projects.

[0027] The data processing and analysis module includes standardization processing according to data formats from different sources to make the data unified and structured for subsequent analysis, noise reduction, missing data filling, outlier removal and smoothing of the collected data; real-time data processing, data analysis and model building, quality inspection and evaluation, and multi-dimensional data fusion. The real-time data processing includes the use of streaming computing technology to quickly process and monitor real-time collected data; the data analysis and model building includes analyzing historical data through statistical analysis, building prediction models, evaluating engineering quality trends, and identifying potential quality risks; the quality inspection and evaluation includes quality evaluation of engineering data according to set quality standards; the multi-dimensional data fusion includes fusing data from different monitoring points.

[0028] Through the above solution, various types of collected engineering data are processed, analyzed and mined to provide effective decision-making support and quality management. Through real-time monitoring and data analysis, the quality and safety of construction projects can be ensured, the construction management efficiency can be improved, and the risk of quality problems can be reduced.

[0029] The supervision module includes quality inspection and evaluation, construction process supervision, problem warning and rectification; the quality inspection and evaluation includes that the supervision platform can conduct regular quality sampling, rely on artificial intelligence to perform data analysis, and identify quality risks and problems; the construction process supervision includes combining video surveillance, image recognition and other technologies to monitor the construction site in real time and promptly discover potential safety hazards and quality problems.

[0030] Through the above scheme, a quality assessment report is automatically generated based on monitoring data and inspection results, and the project quality compliance, problem points and rectification suggestions are indicated. At the same time, the construction site is monitored in real time, potential safety hazards and quality problems are discovered in time, and a quality hazard report is generated. The responsible party is urged to make rectifications and the rectification is supervised until the problem is resolved. This can achieve all-round, real-time and precise supervision of the entire process of construction project quality, ensure that the project is completed according to standards and quality requirements, and thus ensure the smooth progress of the construction project.

[0031] The decision support module includes decision models, multi-party collaboration and communication, and intelligent suggestions; the decision model includes establishing a data-based decision support model to help managers develop optimization plans; through modeling and analyzing the influencing factors of various quality issues, targeted improvement measures and plans are provided; the multi-party collaboration and communication includes allowing project managers, supervision units, construction units, quality inspection personnel and other different roles to share quality data and decision information through multi-party collaboration to achieve transparent management throughout the process; the intelligent suggestions include using artificial intelligence technology, the decision support module can continuously optimize the decision model, and automatically give suggestions on quality management and control.

[0032] Through the above scheme, the influencing factors of various quality problems are analyzed according to modeling, and targeted improvement measures and solutions are provided to promote timely feedback and decision support of problems. For some standardizable quality control tasks, the system can execute through automated rules, such as automatically identifying unqualified materials and notifying relevant personnel to handle them, reducing manual intervention. The decision support module is a system that integrates multiple data analysis, risk assessment, decision optimization and early warning functions. It can help managers at all levels to identify problems in a timely manner, optimize decisions, improve quality management efficiency, and ultimately ensure that the quality of the project meets the expected requirements.

[0033] The user management module includes user registration and login, authority management, authority delegation and agency. The user registration and login includes creating a new account when the user fills out a registration form or registers through the invitation of the system administrator; the authority management includes granting different access rights to each role, such as data viewing, data editing, report generation, approval process, etc., to ensure that users can only operate functions within their own authority; the authority delegation and agency include that in special circumstances, users can entrust others to handle certain work on their behalf, as well as display the current user's to-do tasks and allow the transfer and processing of tasks.

[0034] Through the above solution, it is ensured that every user in the system can operate efficiently and safely within the scope of their authority, and at the same time, convenient management tools are provided to administrators to control and supervise the use of the platform. Through the perfect user management function, the platform can ensure data security, improve system efficiency, and ensure that all types of users can conveniently use the system to monitor and supervise the quality of construction projects.

[0035] The above description is only a preferred embodiment of the present invention and is not intended to limit the present invention. Any modifications, equivalent substitutions and improvements made within the spirit and principles of the present invention shall be included in the protection scope of the present invention.

Claims

1. A construction project quality monitoring and supervision platform and method, characterized in that: It includes data acquisition module, data transmission module, data processing and analysis module, supervision module, decision support module and user management module.

2. The construction project quality monitoring and supervision platform and method according to claim 1, characterized in that: The data acquisition module includes sensor acquisition, video monitoring and image acquisition, and on-site data acquisition terminal; the sensor acquisition includes temperature and humidity sensors, vibration sensors, gas sensors and noise sensors, and the video monitoring and image acquisition includes high-definition cameras and drone image acquisition, which collect data related to the quality of construction projects in real time.

3. The construction project quality monitoring and supervision platform and method according to claim 1, characterized in that: The data transmission module collects quality monitoring data from various sensors, monitoring equipment or other related terminals at the construction site, and realizes data transmission through wireless transmission technology, which is suitable for a more flexible on-site environment.

4. The construction project quality monitoring and supervision platform and method according to claim 1, characterized in that: The data processing and analysis module includes standardization according to the data formats of different sources to make the data unified and structured for subsequent analysis, noise reduction, missing data filling, outlier removal and smoothing of the collected data; Real-time data processing, data analysis and model building, quality inspection and evaluation, and multi-dimensional data fusion; the real-time data processing includes the use of streaming computing technology to quickly process and monitor data collected in real time; the data analysis and model building includes analyzing historical data through statistical analysis, building predictive models, evaluating project quality trends, and identifying potential quality risks; the quality inspection and evaluation includes quality evaluation of project data based on set quality standards; the multi-dimensional data fusion includes fusing data from different monitoring points.

5. The construction project quality monitoring and supervision platform and method according to claim 1, characterized in that: The supervision module includes quality inspection and evaluation, construction process supervision, problem warning and rectification; the quality inspection and evaluation includes that the supervision platform can conduct regular quality sampling, rely on artificial intelligence to perform data analysis, and identify quality risks and problems; the construction process supervision includes combining video surveillance, image recognition and other technologies to monitor the construction site in real time and promptly discover potential safety hazards and quality problems.

6. The construction project quality monitoring and supervision platform and method according to claim 1, characterized in that: The decision support module includes decision models, multi-party collaboration and communication, and intelligent suggestions; the decision model includes establishing a data-based decision support model to help managers develop optimization plans; through modeling and analyzing the influencing factors of various quality issues, targeted improvement measures and plans are provided; the multi-party collaboration and communication includes allowing project managers, supervision units, construction units, quality inspection personnel and other different roles to share quality data and decision information through multi-party collaboration to achieve transparent management throughout the process; the intelligent suggestions include using artificial intelligence technology, the decision support module can continuously optimize the decision model, and automatically give suggestions on quality management and control.

7. The construction project quality monitoring and supervision platform and method according to claim 1, characterized in that: The user management module includes user registration and login, authority management, authority delegation and agency. The user registration and login includes creating a new account when the user fills out a registration form or registers through the invitation of the system administrator; the authority management includes granting different access rights to each role, such as data viewing, data editing, report generation, approval process, etc., to ensure that users can only operate functions within their own authority; the authority delegation and agency include that in special circumstances, users can entrust others to handle certain work on their behalf, as well as display the current user's to-do tasks and allow the transfer and processing of tasks.

Images