BIM-based low-energy-consumption prefabricated housing integrated intelligent building construction management system

The BIM-based integrated intelligent building construction management system for low-energy prefabricated residential buildings integrates multiple positioning technologies and data analysis, solving the problem of insufficient communication between customers and construction parties, realizing personalized services and efficient management, reducing energy consumption and failure rate, and improving construction efficiency and user satisfaction.

CN121937252APending Publication Date: 2026-04-28XINYU UNIV
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
XINYU UNIV
Filing Date
2024-10-28
Publication Date
2026-04-28

AI Technical Summary

Technical Problem

The lack of a communication system between customers and construction parties in existing technologies leads to discrepancies between smart building designs and actual customer needs, increasing failure rates and energy consumption, and hindering personalized services and efficient management.

Method used

The BIM-based integrated intelligent building construction management system for low-energy prefabricated modular housing includes a client and a construction end. Through service positioning modules, energy monitoring modules, and after-sales service modules, it enables personalized services for users and efficient building management. It integrates multiple positioning technologies such as Wi-Fi, Bluetooth Low Energy, and Ultra-Broadband, and combines advanced data analysis and machine learning to perform real-time monitoring and analysis.

Benefits of technology

It enables personalized services and an integrated construction process, improves construction efficiency, reduces energy consumption, ensures residential comfort and accurate energy consumption monitoring, and provides efficient construction solutions to meet customer needs and reduce costs.

✦ Generated by Eureka AI based on patent content.

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Abstract

The invention mainly relates to the field of prefabricated building construction, and discloses a BIM-based zero-energy-consumption prefabricated house intelligent building management system, which comprises a client and a construction end, and is characterized in that a user performs service positioning module, a related cost module and an energy monitoring module on the client through a user interface; the after-sales service module is used for positioning decoration styles and using building materials according to the selection of related house types of the user, and monitoring management of energy and related after-sales service can be carried out in real time; the building end comprises an information data acquisition unit, a structure design unit, a BIM building model processing unit, a data analysis unit, a virtual simulation unit, an automatic control unit and a man-machine interaction unit. The intelligent building management system has the beneficial effects that more personalized services are provided for users, the construction efficiency of building integration is improved, the time cost of construction parties and the users is greatly saved, meanwhile, the intelligent building management system has a more efficient construction scheme, and the construction efficiency is improved. And the comfort of living is guaranteed, and the economical efficiency and practicability of living are guaranteed through accurate energy consumption monitoring.
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Description

Technical Field

[0001] This invention relates to the field of intelligent building construction, specifically to a BIM-based integrated intelligent building construction management system for low-energy prefabricated modular housing. Background Technology

[0002] Against the backdrop of rapid development of information technology, increasing maturity of IoT and AI technologies, and continuous improvement in consumers' demands for quality of life, safety, and convenience, a BIM-based integrated intelligent building construction management system for low-energy prefabricated modular housing has emerged. It aims to enhance the living experience by integrating innovative technologies to achieve intelligent interconnection and efficient management of home devices.

[0003] In most existing buildings, construction companies can only build a new model home first, then leave the interior design and decoration to the client, making it difficult to guarantee the client's personalized requirements. Traditional housing construction involves collaboration among developers, builders, designers, contractors, supervisors, and relevant government departments, making it difficult to provide a one-stop customized service. Construction companies cannot accurately control the client's desired floor plan, instead building according to the construction drawings. This results in minimal regional differences in housing types, hindering the creation of innovative and unique architectural styles. Furthermore, with the advancement of technology, many traditional decoration and renovation companies are starting to take on business through online platforms. They often win contracts by offering the lowest bids during the bidding process. However, to increase profit margins, these companies may resort to unethical practices, such as reducing the quality of construction materials, simplifying construction processes, or even arbitrarily increasing the scope of work, ultimately harming the client's interests.

[0004] In the face of the various problems in contemporary society, intelligent building construction management systems urgently need a scientific, rational, transparent, and comprehensive construction system that integrates network, information, and physical services. This system would provide customized, integrated services for prospective homebuyers, and offer a transparent, secure communication platform for both construction companies and clients to make informed choices. It would provide integrated management for both clients and construction companies, ensuring complete construction information, customized services, and full traceability throughout the entire construction process. This would significantly reduce time and management costs for both parties, providing clients with high-quality, low-cost, and more comfortable customized services, and offering construction companies more accurate and complete construction solutions. Summary of the Invention

[0005] This invention provides a BIM-based integrated intelligent building construction management system for low-energy prefabricated residential buildings. This system addresses the technical problems of existing technologies, which lack a construction system for communication between customers and construction parties during the design process and cannot effectively verify and monitor the actual operation of the designed intelligent building in real time. This results in discrepancies between the design content of the intelligent building and the actual needs of customers, leading to increased failure rates and higher energy consumption in actual use of the intelligent building.

[0006] To achieve the above objectives, the present invention adopts the following technical solution: a BIM-based integrated intelligent building construction management system for low-energy prefabricated modular housing, characterized by comprising a client and a construction end. The client, through a user interface, allows users to access service positioning modules, related fee modules, energy monitoring modules, and after-sales service modules. Based on the user's selected apartment type, users can choose decoration styles and building materials, and can monitor and manage energy and provide related after-sales services in real time. The construction end includes an information data acquisition unit, a structural design unit, a BIM building model processing unit, a data analysis unit, a virtual simulation unit, an automatic control unit, and a human-computer interaction unit. The results are analyzed, and any non-compliant content is sent to the structural design unit. The structural design unit optimizes and adjusts the structure of the prefabricated building based on the analysis data from the simulation unit. The simulation unit performs a secondary simulation of the optimized prefabricated building structure. The drawing generation unit converts the prefabricated building design content into drawing information.

[0007] The principle and advantages of this solution are as follows: It enables personalized services and efficient building management for users through a client-side and construction-side approach. Users can select decoration styles, choose building materials, monitor energy consumption in real time, and access after-sales service on the client-side. Meanwhile, the construction-side, through its information data acquisition unit, structural design unit, BIM building model processing unit, data analysis unit, virtual simulation unit, automatic control unit, and human-computer interaction unit, improves construction efficiency, saves time and costs, and provides efficient construction solutions. It ensures residential comfort and accurate energy consumption monitoring, thereby achieving both economy and practicality. This invention, with its personalized services, integrated construction process, and environmentally friendly and energy-saving characteristics, brings innovative solutions to the prefabricated building field.

[0008] The four key units of the BIM-based intelligent building construction management system client are characterized by their high degree of integration, intelligence, and user orientation. The service orientation unit provides a unified positioning and management platform aimed at improving space utilization efficiency and service quality, enhancing user experience, and promoting intelligent building management. The associated cost unit, through cost classification management, demonstrates the system's refined and flexible cost control, adapting to all stages from intelligent building design to maintenance. The energy monitoring unit utilizes advanced technology modules to achieve comprehensive energy consumption monitoring and management, highlighting the system's advantages in energy conservation and efficiency improvement. The after-sales service unit ensures the long-term operation of the building and user satisfaction, reflecting the system's full lifecycle service support. Overall, through the collaborative work of these units, the system achieves intelligent, efficient, and personalized building management, showcasing its innovation and practicality in the modern construction field.

[0009] The BIM-based intelligent building construction management system achieves efficient management through seven interconnected units. The information and data acquisition unit collects data from inside and outside the building to support management; the structural design unit focuses on building structural planning and design; the BIM model processing unit improves model management effectiveness through optimization and analysis; the data analysis unit processes and interprets data, which is the core of optimized operation; the virtual simulation unit simulates building performance, which is crucial for design and operation; the automatic control unit manages internal building equipment; and the human-computer interaction unit ensures effective interaction between users and the building system. Overall, through the collaborative work of these units, the system achieves intelligent, precise, and user-friendly building management.

[0010] Furthermore, as an improvement, the service positioning unit employs a multi-technology integrated intelligent positioning management system. This system integrates various positioning technologies such as Wi-Fi, Bluetooth Low Energy (BLE), Ultra-Wideband (UWB), and Inertial Navigation Systems (INS), and combines them with advanced data analysis and machine learning algorithms to achieve refined management and optimized services for the building's interior space. By monitoring and analyzing user behavior patterns in real time, the system can intelligently allocate and schedule resources, improving space utilization efficiency. Simultaneously, through personalized service pushes and intelligent navigation, it significantly enhances the user's interactive experience and satisfaction. In addition, the system adopts environmental perception and adaptive adjustment strategies to dynamically optimize service paths and service content, further improving the flexibility and efficiency of service provision. Supporting remote control and automated operation and maintenance, the service positioning unit not only enhances the building's intelligent management level but also provides strong support for energy conservation, emission reduction, and the development of green buildings, promoting the development of building interior services towards a more efficient, intelligent, and humanized direction.

[0011] Furthermore, as an improvement, the associated cost unit employs a dynamic cost management and personalized design optimization system. This system effectively manages costs at each stage of intelligent building design, construction, operation, and maintenance through refined cost control and intelligent cost allocation. The system subdivides the cost unit into multiple categories, including design fees, construction costs, operating expenses, and maintenance costs, and automatically adjusts the budget based on project progress and actual needs. Simultaneously, the system introduces a user participation mechanism, allowing users to personalize unit designs according to their preferences and needs, and optimize design schemes through algorithms to reduce additional costs. The improved method achieves transparent cost management and effective cost control through real-time data analysis, ensuring the project operates efficiently within budget. In addition, the system provides cost forecasting and optimization suggestions to assist decision-makers in financial planning, thereby improving the overall economic efficiency and user satisfaction of the building project.

[0012] Furthermore, as an improvement, the energy monitoring unit employs an integrated intelligent energy management system. This system achieves comprehensive monitoring and efficient management of energy consumption within the building by upgrading the sensor network, strengthening the data analysis module, optimizing the database structure, improving the performance of the control module, and enhancing the functionality of the communication module. The improvements include real-time energy consumption data collection, in-depth analysis of energy usage patterns using advanced data analysis technology, and optimization of energy allocation through intelligent algorithms. The database module ensures accurate storage and historical traceability of energy consumption data, while the control module automatically adjusts equipment operating status based on monitoring results to achieve energy conservation and emission reduction. The enhanced communication module ensures rapid information transmission and timely system response. This series of improvements significantly enhances the building's energy efficiency, reduces energy consumption, enhances the building's practicality and environmental friendliness, and provides building operators with more precise energy management tools, promoting the development of buildings towards intelligence and greenness.

[0013] Furthermore, as an improvement, the after-sales service unit has built a comprehensive and efficient customer service ecosystem, dedicated to ensuring the long-term operation of smart buildings and maximizing user satisfaction. The improvements include: implementing a 24 / 7 service hotline and remote support, establishing a complete after-sales service process, launching customized maintenance plans, utilizing IoT technology for remote monitoring and fault early warning, and conducting user training and education programs. These measures significantly improve the quality and efficiency of after-sales service. These measures ensure that users receive timely assistance and personalized service solutions, while also enhancing their operational and problem-solving abilities regarding the smart building system.

[0014] Furthermore, as an improvement, the information data acquisition unit employs high-precision, multi-modal data collection technology, significantly enhancing the intelligent building system's ability to perceive internal and external information. This unit integrates advanced sensor networks, intelligent monitoring equipment, and an efficient data transmission system, enabling it to capture key data such as building environment parameters, equipment status, and user behavior in real time or on demand. Improvements include upgrading sensor technology, achieving multi-source data fusion, optimizing data transmission protocols, introducing edge computing technology, and applying machine learning algorithms, significantly improving the accuracy, reliability, and processing efficiency of data acquisition. These measures enhance the comprehensiveness and practicality of data acquisition, ensure high-speed and secure data transmission, and reduce the burden on the central processing system.

[0015] Furthermore, as an improvement, the structural design unit employs a forward-looking, comprehensive design approach aimed at creating building structures that are both robust and intelligent. This approach comprehensively considers innovations in structural layout, application of materials science, innovation in construction technology, and deep integration of intelligent systems. Improvements include: the structural design unit utilizes advanced structural optimization algorithms, adopts high-performance materials and new construction technologies, integrates intelligent design concepts, implements BIM technology, and adheres to green building design principles. This achieves optimized structural layout, improved building durability, seamless integration of intelligent systems, and digital collaboration in design and construction management. These measures not only improve the building's space utilization and structural efficiency but also ensure its sustainability and environmental performance.

[0016] Furthermore, as an improvement, the BIM model processing unit significantly enhances the accuracy of structural error detection and assembly management through precise data analysis and intelligent algorithm optimization. This method first sets a target error range based on structural error indices at the collection points, and then uses high-precision data processing technology to accurately calibrate the locations of the collection points. Improvements include: the BIM model processing unit employing machine learning algorithms for in-depth data analysis, utilizing BIM technology to simulate and optimize component assembly, achieving real-time error feedback, and strengthening the intelligent management of the BIM model, significantly improving the accuracy and efficiency of the building assembly process. These measures not only optimize the determination of the error range but also ensure the automatic adjustment of assembly strategies to adapt to the target error range, thereby improving the intelligence level of the BIM model in building assembly simulation.

[0017] Furthermore, as an improvement, the data analysis unit employs advanced data processing technologies and intelligent analysis algorithms, becoming a key hub for the efficient operation and intelligent decision-making of the intelligent building system. This unit enhances its functionality through the following measures: by utilizing big data analytics, introducing artificial intelligence algorithms, achieving real-time data monitoring and dynamic analysis, optimizing data visualization tools, and strengthening data security protection, the data analysis unit significantly improves the efficiency and intelligence level of intelligent building data processing. These improvements not only reveal the potential patterns in building operations and provide accurate trend predictions and optimization suggestions, but also ensure the system's timely response and emergency handling capabilities to changes within the building. By transforming complex data into intuitive charts, users and managers can more easily understand information and make decisions. In addition, strengthened data security protection measures safeguard the security of personal information and operational data.

[0018] Furthermore, as an improvement, the virtual simulation unit employs more advanced computer graphics and simulation technologies, providing strong support for the design verification, performance testing, and operational optimization of intelligent buildings. The improvements to this unit include: upgrading simulation software, implementing multiphysics coupling simulation, introducing artificial intelligence algorithms, combining BIM technology, and establishing a cloud-based simulation platform. These measures significantly enhance the realism, accuracy, and comprehensiveness of the simulation. These improvements not only accelerate the design iteration and optimization process but also enhance decision-making efficiency during the design phase, enabling remote collaboration and large-scale computation, thereby shortening the simulation cycle.

[0019] Furthermore, as an improvement, the human-computer interaction unit adopts a more user-friendly and technologically advanced design, greatly enhancing the interactive experience between users and the intelligent building. The improvements to this unit include: developing a multimodal interactive interface, optimizing the user interface design, introducing intelligent assistant functions, enhancing the system feedback mechanism, and implementing a user behavior learning system, thereby achieving a more intelligent and efficient interactive experience. These measures enable users to communicate with the intelligent building system in various natural and intuitive ways, improving the convenience of operation and the real-time nature of interaction. Through predictive assistance and personalized service recommendations, the system is more closely aligned with user needs, while user behavior analysis further optimizes the interaction mode and enhances the user experience. Attached Figure Description

[0020] Figure 1 This is a system block diagram of the client service positioning module of the intelligent building construction system in an embodiment of the present invention.

[0021] Figure 2 This is a system block diagram of the client-related cost module of the intelligent building construction system in an embodiment of the present invention.

[0022] Figure 3 This is a system block diagram of the client-side energy monitoring module of the intelligent building construction system in an embodiment of the present invention.

[0023] Figure 4 This is a system block diagram of the client-side after-sales service module of the intelligent building construction system in an embodiment of the present invention.

[0024] Figure 5 This is a block diagram of the intelligent building construction system in an embodiment of the present invention.

[0025] Figure 6 This is an overall system block diagram of the intelligent building construction system in an embodiment of the present invention. Detailed Implementation

[0026] The following detailed description, with reference to the accompanying drawings, outlines several specific embodiments of the present invention, and provides further elaboration:

[0027] Service location units improve space utilization efficiency through intelligent positioning and resource scheduling, which directly impacts the operating expenses of associated cost units. More efficient space utilization significantly reduces resource waste caused by idle space, thereby substantially lowering operating costs. Furthermore, the application and maintenance of service location unit technology inevitably incur costs, requiring careful accounting and management within associated cost units to ensure overall costs remain within a controllable range.

[0028] The optimization of service location units is closely linked to other units. Precise positioning and intelligent resource allocation achieved through the integration of multiple technologies improve space utilization efficiency, which directly helps reduce operating costs. For example, in a commercial building, precise service location ensures a more rational layout of shops, reduces vacant areas, and thus lowers rental costs in related cost units. Simultaneously, efficient resource scheduling can reduce unnecessary equipment investment and operating expenses.

[0029] The energy-saving effect of the energy monitoring unit also has a significant impact on the associated cost units. When the energy monitoring unit achieves precise monitoring and optimized allocation of energy through advanced technology, it can significantly reduce energy costs. This energy-saving effect is directly reflected in the cost accounting of the associated cost units, making overall costs more controllable. In addition, the service location unit works in conjunction with the energy monitoring unit, for example, to intelligently control lighting and air conditioning systems based on personnel distribution, improving user experience while achieving efficient energy utilization.

[0030] The after-sales service unit plays a crucial role in ensuring the effective operation of the other three units. Its 24 / 7 hotline and remote support can promptly resolve any technical malfunctions that may occur in the positioning unit, ensuring the continuous and stable operation of the positioning service. For the energy monitoring unit, after-sales service guarantees the normal operation and data accuracy of sensors and other equipment, providing reliable support for energy management. In the related cost unit, after-sales service can help answer user questions about cost composition and cost control, improving user acceptance and satisfaction with cost management.

[0031] The associated cost unit provides crucial financial and cost planning support for the development of other units. It guarantees the budget for the service positioning unit's technological upgrades and equipment maintenance, enabling continuous optimization and innovation in service positioning. Simultaneously, the associated cost unit also provides financial support for equipment updates and technological improvements in the energy monitoring unit, driving continuous improvement in energy management. For the after-sales service unit, the associated cost unit rationally plans service costs to ensure high-quality, efficient after-sales service that meets user needs.

[0032] The service positioning unit primarily achieves refined management of building interior spaces through the following methods: It integrates various advanced positioning technologies, such as Wi-Fi, Bluetooth Low Energy (BLE), Ultra-Wideband (UWB), and Inertial Navigation Systems (INS). This fusion of technologies provides high-precision, comprehensive positioning information, accurately sensing the location of people and objects within the building. By monitoring and analyzing user behavior patterns in real time, the service positioning unit can understand users' dwell time, activity frequency, and movement paths in different areas. For example, it can identify areas where large numbers of people frequently linger for extended periods, while other areas are rarely visited. Based on this deep understanding of user behavior, the system can intelligently allocate and schedule resources. For instance, it can increase service facilities, lighting brightness, or ventilation intensity in densely populated areas; and appropriately reduce resource investment in low-frequency areas to achieve optimal resource allocation. Personalized service delivery is also a crucial means of achieving refined management. The service positioning unit can push relevant information and services to users based on their location and preferences. For example, when a user approaches a store, promotional information about that store can be pushed to them. Environmental awareness and adaptive adjustment strategies enable the service positioning unit to dynamically optimize service paths and service content based on changes in the building's environment, such as temperature, humidity, and lighting. For example, it can automatically increase lighting in dimly lit areas or increase ventilation when the temperature is too high.

[0033] The information and data acquisition unit, as the foundation of the entire system, plays a crucial role. Its high-precision, multi-modal data collection capabilities comprehensively cover all aspects of the built environment and user needs. This allows the structural design unit to obtain extremely detailed and accurate information, including but not limited to climate conditions, geological conditions, and pedestrian flow distribution. With this comprehensive information, the structural design unit can conduct more scientific and optimized structural layouts and carefully select suitable building materials, thereby ensuring building stability while maximizing user needs and improving space utilization efficiency.

[0034] The meticulously optimized results of the structural design unit provide the BIM model processing unit with incredibly precise design parameters. These parameters act like precise blueprints, enabling the BIM model processing unit to perform meticulous error detection and assembly management. By strictly controlling the precision of every step, the accuracy and efficiency of the construction process are ensured, unnecessary errors and rework are avoided, the construction cycle is significantly shortened, and costs are reduced.

[0035] The data analysis unit acts like an intelligent brain, deeply processing and precisely analyzing massive amounts of data from multiple sources, including the information data acquisition unit and the BIM model processing unit. The resulting analysis provides powerful data support for the virtual simulation unit, making the simulation more closely resemble real-world building scenarios. This not only helps provide valuable references for optimizing structural design and construction strategies but also enables the early detection of potential problems and the proactive development of solutions.

[0036] The simulation results from the virtual simulation unit can be fed back to the information data acquisition unit, further clarifying and refining the scope and focus of data acquisition. Simultaneously, it opens up more design possibilities for the structural design unit, helping to optimize design schemes through continuous verification and comparison, making them more complete and excellent.

[0037] The human-computer interaction unit (HCI) is closely related to and indispensable to other units. It allows users to easily access raw data collected by the data acquisition unit, deeply understand complex analytical results from the data analysis unit, and smoothly participate in virtual simulations and other processes through a concise and clear interface, all in a user-friendly and intuitive way. Simultaneously, user feedback and personalized needs during use can be promptly transmitted to other units through the HCI, forming a virtuous cycle that continuously drives the optimization and upgrading of the entire system.

[0038] During the specific stages of architectural design, the information and data acquisition unit collects site environmental data, such as topography, wind direction, and wind speed, and accurately transmits it to the structural design unit. Based on this, the structural design unit develops a preliminary design scheme, which is then refined and rigorously error-checked in the BIM model processing unit. The data analysis unit conducts in-depth analysis of the relevant data, providing a solid foundation for the virtual simulation unit. The simulation results are clearly presented to designers and users through the human-computer interaction unit, and their valuable feedback is then relayed to other units through the human-computer interaction unit, prompting continuous adjustment and optimization of the design scheme to ultimately achieve the desired effect.

[0039] In this scheme, when constructing the prefabricated residential integrated intelligent building, the designed intelligent building is generated into a prefabricated residential integrated intelligent building model. The model is then subjected to preliminary testing and simulation testing in sequence. This process of preliminary testing and simulation testing allows for the screening of problems in the design content of the prefabricated building, thereby improving the completeness of the prefabricated residential integrated intelligent building construction and its matching degree with the actual environment.

[0040] The above description is merely an embodiment of the present invention, and common knowledge such as specific technical solutions and / or characteristics are not elaborated upon here. It should be understood that those skilled in the art can make various modifications and improvements without departing from the technical solution of the present invention. These modifications and improvements should also be considered within the scope of protection of the present invention and will not affect the implementation effect or the practicality of the patent. The scope of protection claimed in this application should be determined by the content of its claims, and the specific embodiments and other related descriptions in the specification can be used to interpret the content of the claims.

Claims

1. A BIM-based integrated intelligent building construction management system for low-energy prefabricated modular housing, characterized in that... The system includes a client and a construction end. The client allows users to access service location modules, related fee modules, energy monitoring modules, and after-sales service modules via a user interface. Users can select decoration styles and building materials based on their chosen apartment type, and can also monitor and manage energy and provide related after-sales services in real time. The construction end includes an information data acquisition unit, a structural design unit, a BIM building model processing unit, a data analysis unit, a virtual simulation unit, an automatic control unit, and a human-computer interaction unit.

2. The BIM-based integrated intelligent building construction management system for low-energy prefabricated residential housing according to claim 1, characterized in that, The client includes a service orientation unit, an associated fee unit, an energy monitoring unit, and an after-sales service unit; The service location unit's main function is to provide a unified location and management platform for various services within the building. The core objective of the service location unit is to improve the utilization efficiency of the building's internal space, optimize service delivery methods, enhance user experience, and support intelligent building management. The aforementioned associated cost units primarily address various costs involved in the design, construction, operation, and maintenance of intelligent buildings, as well as users' personalized design requirements for their apartment layouts. These cost units can be categorized according to different stages and functions. The energy monitoring unit's main function is to monitor and manage the energy of various systems within the building through a sensor network, data analysis module, database module, control module, and communication module, thereby reducing building energy consumption and improving the building's efficiency and practicality. The after-sales service unit's main function is to ensure the normal operation of the intelligent building and meet user needs, providing a series of services and support after the building is delivered and put into use.

3. The BIM-based integrated intelligent building construction management system for low-energy prefabricated residential housing according to claim 1, characterized in that, The construction end includes an information data acquisition unit, a structural design unit, a BIM model processing unit, a data analysis unit, a virtual simulation unit, an automatic control unit, and a human-computer interaction unit. The information data acquisition unit is a key component of the intelligent building system responsible for collecting, monitoring, and transmitting various data. This unit collects information from inside and outside the building in real time or periodically through multiple sensors, devices, and systems, providing data support for the management, control, and optimization of the intelligent building. The structural design unit is mainly responsible for planning and designing the structural system of a smart building. This unit involves multiple aspects such as the building's structural layout, material selection, construction technology, and integration with intelligent systems. The main function of the BIM model processing unit is to determine the target error range of the sampling point location based on the structural error index of all sampling points; to perform optimization analysis and processing on the assembly of the component under test based on the target error range, and to obtain the accurate and objective error precision of different sampling point locations, thereby facilitating assembly management based on the target error range and improving the intelligent management effect during BIM model simulation. The data analysis unit is the part of the intelligent building system responsible for processing, analyzing and interpreting the data collected from various sensors, devices and systems within the building. This unit is the core of the intelligent building to achieve optimized operation, improved energy efficiency, enhanced safety and improved user experience. The virtual simulation unit is a component that uses computer technology and simulation software to simulate the behavior and performance of buildings and their systems in actual operation. This unit is of great significance for the design, testing, optimization and operation management of intelligent buildings. The automatic control unit, whose main function is to manage and regulate various equipment and systems inside the building using automation technology and control systems; The human-computer interaction unit, whose main function is to enable information exchange and control command transmission between people and buildings in a building system, provides an intuitive and convenient interface, enabling users to effectively interact with various intelligent systems of the building.

4. The BIM-based integrated intelligent building construction management system for low-energy prefabricated residential buildings according to claim 2, characterized in that, The client is set up on the user's terminal device to receive information sent by the server. The user can customize services according to their own house type. After logging into the client, the user can browse and select various decoration and building material companies. After the user has determined the decoration of their satisfactory house type, they can view and estimate the relevant costs and make appropriate adjustments. After signing the contract and making payment, the user can watch the real-time progress of the construction and decoration process and complete the integrated construction and decoration service management.

5. The BIM-based integrated intelligent building construction management system for low-energy prefabricated residential buildings according to claim 3, characterized in that, The construction end establishes a unified data platform and communication protocol to achieve efficient data exchange. The structural design unit considers collaborative needs in advance, the BIM model processing unit builds a digital model, the data analysis unit mines the value of the data, the virtual simulation unit makes predictions based on the data, the automatic control unit adjusts the equipment based on the results, and the human-computer interaction unit provides an intuitive interface to facilitate personnel operation and monitoring. Each unit relies on advanced technology and interdisciplinary collaboration to achieve intelligent management of the building and improve its performance and sustainability.

6. The BIM-based integrated intelligent building construction management system for low-energy prefabricated residential housing according to claim 1, characterized in that, The client and the component end work together. The client usually refers to the interface through which users interact with the intelligent building system, such as through mobile applications, computer software, or control panels. Its main function is to provide users with an intuitive and convenient way to control, monitor, and manage various facilities and functions within the building. The component end covers various hardware devices and sensors in the intelligent building, such as lighting systems, air conditioning systems, security equipment, and environmental monitoring sensors. These component ends are responsible for collecting data, executing control commands, and actually completing various building functions.

7. The BIM-based integrated intelligent building construction management system for low-energy prefabricated residential housing according to claim 1, characterized in that, The client and the construction end complement each other through command transmission, data feedback, collaborative work, and customized services, forming an organic whole of the intelligent building system and providing users with high-quality services and experiences. Command transmission: The client receives the user's operation commands and transmits them to the component end, driving the component end to execute the corresponding actions; Data feedback: Real-time data collected at the component end, such as temperature, humidity, and energy consumption, will be fed back to the client so that users can understand the building's operating status; Collaborative work: The client and component sides cooperate with each other to achieve the goals of intelligent building such as high efficiency, energy saving, comfort and safety; Customized services: Clients can personalize and optimize the operating mode of the component based on user needs and preferences.