Clean room electromechanical installation and debugging integrated management system

Abstract

The invention relates to the technical field of mechanical and electrical installation, in particular to a clean room mechanical and electrical installation and debugging integrated management system which comprises an operation end, a planning design module, an installation management unit, a debugging optimization unit, a maintenance prediction unit, a log recording module, a compression module, an energy consumption management module, a login module, a data backup module and a data recovery module. The planning design module is implanted in the operation end, the installation management unit is connected with the planning design module, the debugging optimization unit is connected with the installation management unit, the maintenance prediction unit is connected with the debugging optimization unit, the login unit is connected with the installation management unit, and the log recording module is connected with the debugging optimization unit and the maintenance prediction unit. In this way, the technical problems that in the prior art, due to the fact that a unified and intelligent management system is lacked in the electromechanical installation debugging process, the planning and design efficiency is low, debugging optimization lacks data support, and equipment maintenance prediction is inaccurate are solved.

Description

Technical Field

[0001] The present invention relates to the technical field of electromechanical installation, and in particular to a comprehensive management system for electromechanical installation and debugging in a clean room. Background Art

[0002] Cleanrooms, environments that strictly control the number of airborne particles, are widely used in fields such as medicine, electronics, biotechnology, and food processing. The installation and commissioning of electromechanical equipment within these cleanrooms is crucial, directly impacting the cleanroom's ability to meet predetermined cleanliness standards and maintain efficient and stable operation. The Electromechanical Installation and Commissioning Integrated Management System, a software platform that integrates planning, installation, commissioning, and maintenance, aims to improve the efficiency and quality of cleanroom construction and maintenance.

[0003] However, in the existing technology, the electromechanical installation and commissioning process lacks a unified and intelligent management system, resulting in inefficient planning and design, lack of data support for commissioning optimization, and inaccurate equipment maintenance predictions. Summary of the Invention

[0004] The purpose of the present invention is to provide a comprehensive management system for electromechanical installation and commissioning in clean rooms, aiming to solve the technical problems in the existing technology of the electromechanical installation and commissioning process, which lack a unified and intelligent management system, resulting in low planning and design efficiency, lack of data support for commissioning optimization, and inaccurate equipment maintenance prediction.

[0005] To achieve the above-mentioned purpose, the present invention adopts a clean room electromechanical installation and commissioning integrated management system, which includes an operation terminal, a planning and design module, an installation management unit, a commissioning optimization unit, a maintenance prediction unit, a log recording module, a compression module, an energy consumption management module, a login module, a data backup module and a data recovery module;

[0006] The planning and design module is implanted in the operating end, the installation management unit is connected to the planning and design module, the debugging and optimization unit is connected to the installation management unit, the maintenance prediction unit is connected to the debugging and optimization unit, the login unit is connected to the installation management unit, the log recording module is connected to the debugging and optimization unit and the maintenance prediction unit, the compression module is connected to the log recording module, the data backup module is connected to the log recording module, the data recovery modules are both connected to the log recording and the data backup modules, and the energy consumption management module is connected to the operating end.

[0007] The planning and design module generates a three-dimensional electromechanical layout plan based on BIM technology, while integrating AI algorithms to optimize equipment selection and pipeline routing;

[0008] The installation management unit is used to manage the entire installation process of the electromechanical system;

[0009] The debugging and optimization unit is used to collect clean room environmental data and optimize the operating parameters of the equipment based on the environmental data;

[0010] The maintenance prediction unit predicts faults of the debugged equipment to improve maintenance efficiency;

[0011] The log recording module is used to record debugging optimization logs and maintenance prediction logs using blockchain technology;

[0012] The compression module is used to compress the recorded log data;

[0013] The login module is used for the administrator to log in to the installation management unit;

[0014] The energy consumption management module dynamically adjusts the operating mode of the debugged operation terminal in combination with the electricity price peak and valley strategy.

[0015] The installation management unit includes a project management module, an equipment management module, a VR display module and a construction monitoring module;

[0016] The VR display module is used to simulate the construction process for workers to learn and guide workers during the construction process;

[0017] The project management module is used for project planning, task allocation, progress tracking and resource scheduling;

[0018] The device management module is used to establish a device archive to record various information about the device;

[0019] The construction monitoring module is used to monitor construction progress, quality and safety in real time.

[0020] The debugging and optimization unit includes an environmental data acquisition module and an equipment parameter optimization module. The environmental data acquisition module is used to collect clean room environmental data in real time.

[0021] The equipment parameter optimization module combines the collected clean room environmental data and dynamically adjusts the equipment operating parameters based on the fuzzy PID algorithm.

[0022] The maintenance prediction unit includes an equipment failure prediction module, an operation data acquisition module, and a model training module. The equipment failure prediction module is connected to the debugging and optimization unit, the model training module is connected to the equipment failure prediction module, and the operation data acquisition module is connected to the model training module.

[0023] The equipment failure prediction module predicts failures of debugged equipment based on the failure prediction model to improve maintenance efficiency;

[0024] The model training module trains the fault prediction model in combination with the equipment operation data collected by the operation data collection module.

[0025] Wherein, the clean room electromechanical installation and commissioning integrated management system further includes an identity authentication module and a rights allocation module, the identity authentication module is connected to the login module, and the rights allocation module is connected to the identity authentication module;

[0026] The identity authentication module is used to authenticate the administrator who logs into the login module, and the authority distribution module allocates corresponding management authority based on the user role.

[0027] The clean room electromechanical installation and debugging integrated management system further comprises a data mining module and an improvement suggestion generation module. The data mining module is connected to the optimization and debugging unit, and the improvement suggestion generation module is connected to the data mining module.

[0028] The clean room electromechanical installation and commissioning integrated management system further comprises an emergency response module, which is connected to the construction monitoring module.

[0029] The clean room electromechanical installation and commissioning integrated management system further comprises an audit analysis module, which is connected to the log recording module.

[0030] The present invention provides a comprehensive management system for electromechanical installation and commissioning of clean rooms. When used, first, the planning and design module generates a three-dimensional electromechanical layout plan based on BIM (Building Information Modeling) technology, which can intuitively display the layout and pipeline paths of electromechanical equipment. At the same time, the planning and design module integrates AI algorithms to optimize equipment selection and pipeline paths to ensure the accuracy and efficiency of planning and design. Then, the installation management unit manages the entire electromechanical installation process according to the planning and design, and can formulate project plans, assign tasks, track progress, and dispatch resources. At the same time, it establishes an equipment archive, records equipment information, and uses VR technology to simulate the construction process for workers to learn, guide workers' operations, and monitor construction progress, quality, and safety in real time. After installation is completed, the debugging and optimization unit collects clean room environmental data in real time, and the equipment parameter optimization module dynamically adjusts equipment operating parameters based on the fuzzy PID algorithm and the collected environmental data. During the debugging and operation process, the maintenance prediction unit predicts faults for the debugged equipment. At the same time, the log recording module uses blockchain technology to record the debugging optimization log and maintenance prediction log to ensure data security and traceability. The energy consumption management module dynamically adjusts the operating mode of the operator terminal in conjunction with electricity price peak and valley strategies, achieving refined energy consumption management. This addresses the existing technical issues of the electromechanical installation and commissioning process, which lack a unified, intelligent management system, leading to inefficient planning and design, a lack of data support for commissioning and optimization, and inaccurate equipment maintenance predictions. BRIEF DESCRIPTION OF THE DRAWINGS

[0031] In order to more clearly illustrate the embodiments of the present invention or the technical solutions in 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 only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying any creative work.

[0032] Figure 1 It is a principle block diagram of the first embodiment of the present invention.

[0033] Figure 2 It is a principle block diagram of the second embodiment of the present invention.

[0034] Figure 3 It is a principle block diagram of the third embodiment of the present invention.

[0035] 101-operation end, 102-planning and design module, 103-installation management unit, 104-debugging and optimization unit, 105-maintenance prediction unit, 106-logging module, 107-compression module, 108-energy consumption management module, 109-login module, 110-data backup module, 111-data recovery module, 112-environmental data acquisition module, 113-equipment parameter optimization module, 114-equipment failure prediction module, 115-operation data acquisition module, 116-model training module, 117-project management module, 118-equipment management module, 119-VR display module, 120-construction monitoring module, 201-identity authentication module, 202-authorization allocation module, 203-data mining module, 204-improvement suggestion generation module, 205-emergency response module, 206-audit analysis module, 301-anti-tampering module, 302-sensing module, 303-height adjustment module, 304-facial acquisition module. DETAILED DESCRIPTION

[0036] The embodiments of the present invention are described in detail below. Examples of the embodiments are shown in the accompanying drawings. The embodiments described below with reference to the accompanying drawings are exemplary and are intended to be used to explain the present invention, but should not be understood as limiting the present invention.

[0037] The first embodiment of this application is:

[0038] See also Figure 1 , Figure 1 It is a principle block diagram of the first embodiment of the present invention.

[0039] The present invention provides a comprehensive management system for electromechanical installation and commissioning of a clean room, comprising an operation terminal 101, a planning and design module 102, an installation management unit 103, a commissioning and optimization unit 104, a maintenance prediction unit 105, a log recording module 106, a compression module 107, an energy consumption management module 108, a login module 109, a data backup module 110 and a data recovery module 111; the commissioning and optimization unit 104 comprises an environmental data acquisition module 112 and an equipment parameter optimization module 113, and the maintenance prediction unit 105 comprises an equipment fault prediction module 114, an operation data acquisition module 115 and a model training module 116. The above-mentioned solution solves the technical problems in the prior art that the electromechanical installation and commissioning process lacks a unified and intelligent management system, resulting in low planning and design efficiency, lack of data support for commissioning and optimization, and inaccurate equipment maintenance prediction.

[0040] In this specific embodiment, the planning and design module 102 generates a three-dimensional electromechanical layout plan based on BIM technology, while integrating AI algorithms to optimize equipment selection and pipeline routing;

[0041] The installation management unit 103 is used to manage the entire installation process of the electromechanical system;

[0042] The debugging and optimization unit 104 is used to collect clean room environmental data and optimize the operating parameters of the equipment based on the environmental data;

[0043] The maintenance prediction unit 105 performs fault prediction on the debugged equipment to improve maintenance efficiency;

[0044] The log recording module 106 is used to record the debugging optimization log and the maintenance prediction log using blockchain technology;

[0045] The compression module 107 is used to compress the recorded log data;

[0046] The login module 109 is used for the administrator to log in to the installation management unit 103;

[0047] The energy consumption management module 108 dynamically adjusts the operating mode of the debugged operation terminal 101 in combination with the electricity price peak and valley strategy.

[0048] Among them, the planning and design module 102 is implanted in the operating end 101, the installation management unit 103 is connected to the planning and design module 102, the debugging and optimization unit 104 is connected to the installation management unit 103, the maintenance prediction unit 105 is connected to the debugging and optimization unit 104, the login unit is connected to the installation management unit 103, the log recording module 106 is connected to the debugging and optimization unit 104 and the maintenance prediction unit 105, the compression module 107 is connected to the log recording module 106, the data backup module 110 is connected to the log recording module 106, the data recovery module 111 is connected to the log recording and the data backup module 110, and the energy consumption management module 108 is connected to the operating end 101. In specific use, first, through the planning and design module 102, a three-dimensional electromechanical layout plan is generated based on BIM (Building Information Modeling) technology, so as to intuitively display the layout and pipeline path of electromechanical equipment. At the same time, the planning and design module 102 integrates AI algorithms to optimize equipment selection and pipeline paths to ensure the accuracy and efficiency of planning and design; then, the installation management unit 103 manages the entire electromechanical installation process according to the planning and design, and can formulate project plans, assign tasks, track progress, and dispatch resources. At the same time, it establishes an equipment archive, records equipment information, and uses VR technology to simulate the construction process for workers to learn, guide workers' operations, and monitor construction progress, quality, and safety in real time; after the installation is completed, the debugging and optimization unit 104 collects clean room environmental data in real time, and the equipment parameter optimization module 113 dynamically adjusts the equipment operating parameters based on the collected environmental data based on the fuzzy PID algorithm; during the debugging and operation process, the maintenance prediction unit 105 predicts faults for the debugged equipment; at the same time, the log recording module 106 uses blockchain technology to record the debugging optimization log and maintenance prediction log to ensure data security and traceability. The energy consumption management module 108 dynamically adjusts the operating mode of the operation terminal 101 in combination with the electricity price peak and valley strategy to achieve refined management of energy consumption. This solves the technical problems in the existing technology of the lack of a unified and intelligent management system in the electromechanical installation and commissioning process, which leads to low planning and design efficiency, lack of data support for commissioning and optimization, and inaccurate equipment maintenance predictions.

[0049] Secondly, the VR display module 119 is used to simulate the construction process for workers to learn and guide their operations during the construction process. By simulating the construction process, the VR display module provides workers with an intuitive learning path, allowing them to familiarize themselves with the construction steps and key operating points in advance, reducing operational errors caused by unfamiliarity with the process and improving construction efficiency. At the same time, it provides real-time guidance on workers' operations during the construction process, allowing them to correct errors in a timely manner, ensuring construction quality, and reducing the rework rate.

[0050] The project management module 117 enables scientific formulation of project plans, reasonable task allocation, accurate progress tracking, and efficient resource scheduling.

[0051] The equipment management module 118 establishes an equipment archive to record various information of the equipment in detail, including equipment model, specifications, purchase time, maintenance records, etc.

[0052] The construction monitoring module 120 monitors construction progress, quality, and safety in real time, identifying and resolving any problems encountered during construction. For example, by monitoring construction quality, it can ensure that construction meets design requirements; by monitoring construction safety, it can prevent accidents and protect workers' lives.

[0053] At the same time, the environmental data acquisition module 112 is used to collect clean room environmental data in real time;

[0054] The device parameter optimization module 113 dynamically adjusts device operating parameters based on the collected cleanroom environmental data using a fuzzy PID algorithm. The fuzzy PID algorithm has the advantages of strong adaptability and robustness. It can adjust device parameters in real time based on environmental changes, ensuring that the device is always in optimal operating condition, improving operational stability and reliability.

[0055] By dynamically adjusting the equipment operating parameters, the equipment can operate at the lowest energy consumption while meeting the clean room environment requirements.

[0056] In addition, the equipment failure prediction module 114 is connected to the debugging optimization unit 104, the model training module 116 is connected to the equipment failure prediction module 114, and the operation data collection module 115 is connected to the model training module 116;

[0057] The equipment failure prediction module 114 performs failure prediction on the debugged equipment based on the failure prediction model to improve maintenance efficiency;

[0058] The model training module 116 trains the fault prediction model in combination with the equipment operation data collected by the operation data collection module 115;

[0059] The equipment failure prediction module 114 predicts failures of debugged equipment based on the failure prediction model, discovers potential equipment failures in advance, and arranges maintenance personnel to perform repairs in a timely manner, thereby avoiding production interruptions caused by sudden equipment failures and improving maintenance efficiency.

[0060] The model training module 116 trains the fault prediction model in combination with the equipment operation data collected by the operation data collection module 115, continuously optimizes the model performance, and improves the accuracy and reliability of fault prediction.

[0061] Through fault prediction, maintenance plans can be arranged reasonably, unnecessary maintenance work can be avoided, and maintenance costs can be reduced.

[0062] When using a clean room electromechanical installation and commissioning integrated management system of this embodiment, first, through the planning and design module 102, a three-dimensional electromechanical layout plan is generated based on BIM (Building Information Modeling) technology, so as to intuitively display the layout and pipeline path of the electromechanical equipment. At the same time, the planning and design module 102 integrates AI algorithms to optimize equipment selection and pipeline paths to ensure the accuracy and efficiency of planning and design; then, the installation management unit 103 manages the entire electromechanical installation process according to the planning and design, and can formulate project plans, assign tasks, track progress, and dispatch resources. At the same time, it establishes an equipment archive, records equipment information, and uses VR technology to simulate the construction process for workers to learn, guide workers' operations, and monitor construction progress, quality, and safety in real time; after the installation is completed, the debugging and optimization unit 104 collects clean room environmental data in real time, and the equipment parameter optimization module 113 dynamically adjusts the equipment operating parameters based on the collected environmental data based on the fuzzy PID algorithm; during the debugging and operation process, the maintenance prediction unit 105 predicts faults for the debugged equipment; at the same time, the log recording module 106 uses blockchain technology to record the debugging optimization log and maintenance prediction log to ensure data security and traceability. The energy consumption management module 108 dynamically adjusts the operating mode of the operation terminal 101 in combination with the electricity price peak and valley strategy to achieve refined management of energy consumption. This solves the technical problems in the existing technology of the lack of a unified and intelligent management system in the electromechanical installation and commissioning process, which leads to low planning and design efficiency, lack of data support for commissioning and optimization, and inaccurate equipment maintenance predictions.

[0063] The second embodiment of the present application is:

[0064] Based on the first embodiment, please refer to Figure 2 , Figure 2 It is a principle block diagram of the second embodiment of the present invention.

[0065] The present invention provides a comprehensive management system for electromechanical installation and debugging of clean rooms, which also includes an identity authentication module 201, an authority allocation module 202, a data mining module 203, an improvement suggestion generation module 204, an emergency response module 205 and an audit analysis module 206.

[0066] For this specific implementation, the identity authentication module 201 is connected to the login module 109, and the authority allocation module 202 is connected to the identity authentication module 201;

[0067] The identity authentication module 201 is used to authenticate the administrator who logs into the login module 109. The permission allocation module assigns corresponding management permissions based on user roles. The identity authentication module 201 ensures that only authorized personnel can access the system, preventing illegal intrusion and data leakage, and ensuring the security of the system. The permission allocation module 202 assigns corresponding management permissions based on user roles. Users with different roles can only access and operate functions and data within their authority scope, further enhancing the security of the system. Reasonable permission allocation allows administrators to focus on the work within their responsibilities and improve work efficiency. At the same time, it avoids management problems caused by confusion in permissions, making management work more orderly and efficient.

[0068] The data mining module 203 is connected to the optimization and debugging unit, and the improvement suggestion generation module 204 is connected to the data mining module 203. The data mining module 203 uses advanced data mining algorithms (such as association rule mining algorithms and cluster analysis algorithms) to deeply mine the large amount of data generated during the optimization and debugging process. Based on the mining results of the data mining module 203, the improvement suggestion generation module 204 combines preset rules and expert knowledge with intelligent algorithms (such as decision tree algorithms and neural network algorithms) to automatically generate targeted improvement suggestions.

[0069] Secondly, the emergency response module 205 is connected to the construction monitoring module 120. When the construction monitoring module 120 detects an abnormal situation (such as equipment failure, environmental parameters exceeding the standard, safety accidents, etc.), the real-time emergency response module 205 will immediately activate the emergency plan and take corresponding measures to deal with it.

[0070] Again, the audit analysis module 206 is connected to the log recording module 106. The audit analysis module 206 uses data analysis algorithms (such as time series analysis algorithms, anomaly detection algorithms, etc.) to conduct in-depth analysis of operation logs and can discover potential risks and violations.

[0071] Using the cleanroom electromechanical installation and commissioning integrated management system of this embodiment, the identity authentication module 201 ensures that only authorized personnel can access the system, preventing illegal intrusion and data leakage, and ensuring system security. The permission allocation module 202 assigns corresponding management permissions based on user roles. Users with different roles can only access and operate functions and data within their permissions, further enhancing system security. Reasonable permission allocation allows managers to focus on work within their responsibilities, improving work efficiency. At the same time, it avoids management issues caused by confusion in permissions, making management work more orderly and efficient.

[0072] The third embodiment of the present application is:

[0073] Based on the second embodiment, please refer to Figure 3 , Figure 3 It is a principle block diagram of the third embodiment of the present invention.

[0074] The present invention provides a comprehensive management system for electromechanical installation and debugging in a clean room, which also includes an anti-tampering module 301 , a sensing module 302 , a height adjustment module 303 and a facial acquisition module 304 .

[0075] For this specific embodiment, the anti-tampering module 301 is connected to the log recording module 106. The anti-tampering module 301 uses an advanced data encryption algorithm (such as the AES encryption algorithm) to encrypt the data in the log recording module 106, so that unauthorized personnel cannot obtain and tamper with the log content. At the same time, a hash check algorithm (such as SHA-256) is used to generate a unique check code for the encrypted log data. Each time the log data is read, the system recalculates the check code and compares it with the original check code. If there is any inconsistency, it indicates that the log data has been tampered with, thereby effectively protecting the integrity and authenticity of the log data.

[0076] The height adjustment module 303 is connected to the operating terminal 101, the facial acquisition module 304 is connected to the height adjustment module 303, and the sensing module 302 is connected to the height adjustment module 303. The sensing module 302 uses sensor technology (such as infrared sensors, pressure sensors, etc.) to sense the operator's position and movements in real time. The height adjustment module 303 automatically adjusts the height of the operating terminal 101 using an adaptive control algorithm based on feedback from the sensing module 302, ensuring that the operator is always in the most comfortable operating posture. The facial acquisition module 304 uses a facial recognition algorithm (such as a deep learning facial recognition algorithm) to accurately identify the operator's facial features. The height adjustment module 303 further optimizes the height adjustment of the operating terminal 101 based on the recognition results of the facial acquisition module 304 and preset ergonomic parameters.

[0077] Using a clean room electromechanical installation and debugging integrated management system of this embodiment, the sensing module 302 uses sensor technology (such as infrared sensors, pressure sensors, etc.) to sense the position and movement of the operator in real time. The height adjustment module 303 automatically adjusts the height of the operating terminal 101 using an adaptive control algorithm based on the feedback information of the sensing module 302, so that the operator is always in the most comfortable operating posture. The facial acquisition module 304 uses a face recognition algorithm (such as a deep learning face recognition algorithm) to accurately identify the facial features of the operator. The height adjustment module 303 further optimizes the height adjustment of the operating terminal 101 based on the recognition results of the facial acquisition module 304 and the preset ergonomic parameters.

[0078] The data mining module 203 uses advanced data mining algorithms (such as association rule mining algorithms and cluster analysis algorithms) to conduct in-depth mining of the large amount of data generated during the optimization and debugging process. The improvement suggestion generation module 204 automatically generates targeted improvement suggestions based on the mining results of the data mining module 203, combined with preset rules and expert knowledge, using intelligent algorithms (such as decision tree algorithms and neural network algorithms).

[0079] This invention combines BIM technology with AI algorithms to achieve automatic generation and optimization of three-dimensional electromechanical layout plans, significantly improving the efficiency and accuracy of planning and design.

[0080] By collecting clean room environmental data in real time and combining it with fuzzy PID algorithm to dynamically adjust equipment operating parameters, intelligent debugging and optimization are achieved to ensure that the equipment operates in the best condition.

[0081] Predicting equipment failures based on the fault prediction model can detect potential failures in advance, improve maintenance efficiency, and reduce downtime caused by equipment failures.

[0082] Blockchain technology is used to record debugging optimization logs and maintenance prediction logs to ensure data security and traceability, providing strong support for subsequent troubleshooting and data analysis.

[0083] The above disclosure is only a preferred embodiment of the present invention, and certainly cannot be used to limit the scope of the rights of the present invention. Ordinary technicians in this field can understand that all or part of the processes of the above embodiment and equivalent changes made in accordance with the claims of the present invention are still within the scope of the invention.

Claims

1. A comprehensive management system for electromechanical installation and commissioning in clean rooms, characterized in that: It includes an operation terminal, a planning and design module, an installation management unit, a debugging and optimization unit, a maintenance prediction unit, a log recording module, a compression module, an energy consumption management module, a login module, a data backup module, and a data recovery module; The planning and design module is implanted in the operation terminal, the installation management unit is connected to the planning and design module, the debugging and optimization unit is connected to the installation management unit, the maintenance prediction unit is connected to the debugging and optimization unit, the login unit is connected to the installation management unit, the log recording module is connected to the debugging and optimization unit and the maintenance prediction unit, the compression module is connected to the log recording module, the data backup module is connected to the log recording module, the data recovery module is connected to the log recording and data backup modules, and the energy consumption management module is connected to the operation terminal; The planning and design module generates a three-dimensional electromechanical layout plan based on BIM technology, while integrating AI algorithms to optimize equipment selection and pipeline routing; The installation management unit is used to manage the entire installation process of the electromechanical system; The debugging and optimization unit is used to collect clean room environmental data and optimize the operating parameters of the equipment based on the environmental data; The maintenance prediction unit predicts faults of the debugged equipment to improve maintenance efficiency; The log recording module is used to record debugging optimization logs and maintenance prediction logs using blockchain technology; The compression module is used to compress the recorded log data; The login module is used for the administrator to log in to the installation management unit; The energy consumption management module dynamically adjusts the operating mode of the debugged operation terminal in combination with the electricity price peak and valley strategy.

2. The clean room electromechanical installation and commissioning integrated management system according to claim 1, characterized in that: The installation management unit includes a project management module, an equipment management module, a VR display module and a construction monitoring module; The VR display module is used to simulate the construction process for workers to learn and guide workers during the construction process; The project management module is used for project planning, task allocation, progress tracking and resource scheduling; The device management module is used to establish a device archive to record various information about the device; The construction monitoring module is used to monitor construction progress, quality and safety in real time.

3. The clean room electromechanical installation and commissioning integrated management system according to claim 2, characterized in that: The debugging and optimization unit includes an environmental data acquisition module and an equipment parameter optimization module. The environmental data acquisition module is used to collect clean room environmental data in real time; The equipment parameter optimization module combines the collected clean room environmental data and dynamically adjusts the equipment operating parameters based on the fuzzy PID algorithm.

4. The clean room electromechanical installation and commissioning integrated management system according to claim 3, characterized in that: The maintenance prediction unit includes an equipment failure prediction module, an operation data acquisition module and a model training module, wherein the equipment failure prediction module is connected to the debugging optimization unit, the model training module is connected to the equipment failure prediction module, and the operation data acquisition module is connected to the model training module; The equipment failure prediction module predicts failures of debugged equipment based on the failure prediction model to improve maintenance efficiency; The model training module trains the fault prediction model in combination with the equipment operation data collected by the operation data collection module.

5. The clean room electromechanical installation and commissioning integrated management system according to claim 4, characterized in that: The clean room electromechanical installation and commissioning integrated management system further comprises an identity authentication module and a rights allocation module, wherein the identity authentication module is connected to the login module, and the rights allocation module is connected to the identity authentication module; The identity authentication module is used to authenticate the administrator who logs into the login module, and the authority distribution module allocates corresponding management authority based on the user role.

6. The clean room electromechanical installation and commissioning integrated management system according to claim 5, characterized in that: The clean room electromechanical installation and debugging integrated management system further comprises a data mining module and an improvement suggestion generation module. The data mining module is connected to the optimization debugging unit, and the improvement suggestion generation module is connected to the data mining module.

7. The clean room electromechanical installation and commissioning integrated management system according to claim 6, characterized in that: The clean room electromechanical installation and commissioning integrated management system further comprises an emergency response module, which is connected to the construction monitoring module.

8. The clean room electromechanical installation and commissioning integrated management system according to claim 7, characterized in that: The clean room electromechanical installation and commissioning integrated management system further includes an audit analysis module, which is connected to the log recording module.

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