Multi-tenant security and environmental protection management method and system realized by low code

Abstract

The invention relates to the technical field of security and environmental protection management, and discloses a multi-tenant security and environmental protection management method and system implemented by low codes. Construction information and function information of a multi-tenant region are collected and integrated, and a region information code set is formed; the information code set is subjected to safety and environmental protection monitoring and control mode simulation calculation based on a region management algorithm, a safety and environmental protection management model and a management mode instruction table are generated, a management mode of the safety and environmental protection management model is set through the management mode instruction table, and a management terminal of a multi-tenant region is managed; according to the method, automatic, safe and accurate safe and environment-friendly management is realized through a low-code platform, the management efficiency and the response speed of a multi-tenant area are improved, human intervention is reduced, real-time monitoring and accurate control in the area are ensured, and the management efficiency of the multi-tenant area is improved. The problem of low efficiency of multi-tenant safety and environmental protection management in a fixed mode in the prior art is solved.

Description

Technical Field

[0001] The present invention relates to the technical field of safety and environmental protection management, and particularly to a multi-tenant safety and environmental protection management method and system implemented with low code. Background Art

[0002] With the acceleration of the urbanization process and the increasing number of multi-tenant areas, the challenges of safety and environmental protection management have become increasingly complex. Multi-tenant areas usually involve multiple tenants and diverse spatial layouts, and there are significant differences in the functional requirements and safety and environmental protection requirements of each area. Traditional safety and environmental protection management methods usually rely on manual operations or management based on fixed models. This method is not only inefficient but also easily affected by human factors, resulting in unstable management quality. Summary of the Invention

[0003] The purpose of the present invention is to provide a multi-tenant safety and environmental protection management method and system implemented with low code, aiming to solve the problem of low efficiency in the traditional fixed-mode multi-tenant safety and environmental protection management in the prior art.

[0004] The present invention is implemented as follows. In the first aspect, the present invention provides a multi-tenant safety and environmental protection management method implemented with low code, including: Collecting regional construction information and regional function information of the multi-tenant area, and integrating the collected regional construction information and regional function information to obtain the regional information code set of the multi-tenant area; Performing simulation calculations on the safety and environmental protection monitoring method and safety and environmental protection control method of the multi-tenant area according to the pre-set regional management algorithm on the regional information code set to obtain the safety and environmental protection management model and management mode command platform of the multi-tenant area; Setting the management mode of the safety and environmental protection management model through the management mode command platform, and managing the terminal work of the management terminals deployed in the multi-tenant area based on the safety and environmental protection management model set with the specified management mode; wherein, the terminal work includes monitoring data collection and alarm processing In the second aspect, the present invention provides a multi-tenant safety and environmental protection management system implemented with low code for implementing the multi-tenant safety and environmental protection management method according to any item in the first aspect, including: A code generation module, configured to collect regional construction information and regional function information of the multi-tenant area, and integrate the collected regional construction information and regional function information to obtain the regional information code set of the multi-tenant area; A model construction module, configured to perform simulation calculations on the security and environmental protection monitoring method and the security and environmental protection control method of the multi-tenant area according to a preset area management algorithm on the area information code set, so as to obtain a security and environmental protection management model and a management mode command platform for the multi-tenant area; A terminal management module, configured to set the management mode of the security and environmental protection management model through the management mode command platform, and manage the terminal work of the management terminals deployed in the multi-tenant area based on the security and environmental protection management model with a specified management mode set; wherein, the terminal work includes monitoring data collection and alarm processing.

[0005] The present invention provides a multi-tenant security and environmental protection management method implemented with low code, having the following beneficial effects: The present invention collects and integrates the construction information and function information of the multi-tenant area to form an area information code set, performs simulation calculations on the information code set for security and environmental protection monitoring and control methods based on the area management algorithm, generates a security and environmental protection management model and a management mode command platform, sets the management mode of the security and environmental protection management model through the management mode command platform, manages the management terminals in the multi-tenant area, and the management terminals perform monitoring data collection and alarm processing. This method realizes automated, secure, and accurate security and environmental protection management through a low-code platform, improves the management efficiency and response speed of the multi-tenant area, reduces human intervention, ensures real-time monitoring and precise control within the area, and solves the problem of low efficiency of fixed-mode multi-tenant security and environmental protection management in the prior art. BRIEF DESCRIPTION OF THE DRAWINGS

[0006] Figure 1 is a schematic diagram of the steps of a multi-tenant security and environmental protection management method implemented with low code provided by an embodiment of the present invention; Figure 2 is a schematic structural diagram of a multi-tenant security and environmental protection management system implemented with low code provided by an embodiment of the present invention. DETAILED DESCRIPTION OF THE EMBODIMENTS

[0007] In order to make the objectives, technical solutions and advantages of the present invention clearer, the present invention will be further described in detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present invention and are not used to limit the present invention.

[0008] The implementation of the present invention will be described in detail below with reference to specific embodiments.

[0009] Referring to Figure 1 、 Figure 2 shown, a preferred embodiment is provided by the present invention.

[0010] In a first aspect, the present invention provides a multi-tenant security and environmental protection management method implemented with low code, including: S1: Collect the regional construction information and regional function information of the multi-tenant area, and integrate the collected regional construction information and regional function information to obtain the regional information code set of the multi-tenant area; S2: According to the pre-set regional management algorithm, simulate and calculate the safety and environmental protection monitoring method and safety and environmental protection control method of the multi-tenant area for the regional information code set, so as to obtain the safety and environmental protection management model and management mode command platform of the multi-tenant area; S3: Set the management mode for the safety and environmental protection management model through the management mode command platform, and manage the terminal work of the management terminals deployed in the multi-tenant area based on the safety and environmental protection management model with the specified management mode set; wherein, the terminal work includes monitoring data collection and alarm processing.

[0011] Specifically, in step S1 of the embodiment provided by the present invention, collect the regional construction information and regional function information of the multi-tenant area, and integrate the collected regional construction information and regional function information to obtain the regional information code set of the multi-tenant area.

[0012] More specifically, a multi-tenant area is a scenario with multiple rentable units that can provide rental services for multiple tenants simultaneously. Regional construction information is descriptive information about the building morphology, layout, area, etc. of the multi-tenant area, which can reflect the distribution of the physical-level buildings in the multi-tenant area in terms of spatio-temporal relationships. Regional function information is the functional status of specific locations in the multi-tenant area, that is, it describes the areas that are directly used by tenants or jointly used by each tenant, such as structures like corridors and staircases that are shared by multiple users.

[0013] More specifically, multiple management terminals are pre-deployed in the multi-tenant area. These management terminals are used to perform management operations, such as monitoring, analyzing, and corresponding alarm operations on the multi-tenant area, that is, collecting data and analyzing characteristics of the safety and environmental protection status of the multi-tenant area, then judging the corresponding operations that need to be performed at this moment in the multi-tenant area, and then calling staff to execute through the alarm operation of the terminal.

[0014] More specifically, the alarm operations can be roughly divided into two types. The first type is a safety alarm, that is, an alarm for fires and similar dangerous events. The second type is an environmental protection alarm, that is, an alarm for garbage accumulation and similar events; it is not difficult to see that the alarm methods of the two types are different, and the subsequent processing methods for calling personnel are also different.

[0015] More specifically, the management terminal is a camera sensor, a sound wave sensor, a smoke sensor, and various forms of sensors, and is also integrated with a wireless data module for transmitting monitoring data and receiving control instructions.

[0016] More specifically, the collected regional construction information and regional function information are integrated to obtain a regional information code set for the multi-tenant area. The regional information code set is a set composed of several regional information codes. The regional information code is a tag-style data segment, and these data segments are used to feedback the key information content of the regional construction information and regional function information. That is to say, the overall regional situation of the multi-tenant area is feedback through the regional information code set.

[0017] More specifically, in the subsequent steps, the regional information code set will be transmitted to the low-code platform, and the regional management algorithm preset on the low-code platform will analyze and process the regional information code set to obtain the corresponding safety and environmental protection management model. The safety and environmental protection management model is used to control the monitoring, analysis, and alarm of each management terminal.

[0018] It should be noted that the low-code technology is a technology that does not require complex programming. Instead, it uses dragging tags to preset positions and directly calculates these tags through more underlying programming, and then a complete programming can be obtained. The role of the regional information code set in this step is the same as that of the tags in the low-code technology. The information of the multi-tenant area is converted into a regional information code set in the form of low-code tags, and then substituted into the pre-programmed low-code programming framework, and then the safety and environmental protection management model of the multi-tenant area can be efficiently obtained. Compared with conventional technical means, a better management model generation effect is achieved.

[0019] Specifically, in step S2 of the embodiment provided by the present invention, the regional information code set is simulated and calculated according to the preset regional management algorithm for the safety and environmental protection monitoring method and the safety and environmental protection control method of the multi-tenant area to obtain the safety and environmental protection management model and the management mode command platform of the multi-tenant area.

[0020] More specifically, multiple management terminals are pre-deployed in the multi-tenant area. The role of these management terminals is to monitor data, analyze the situation, and handle alarms. Specifically, how to collect data, analyze the situation, and judge alarms requires comprehensive analysis in combination with the setting information of each management terminal. The data of each management terminal is combined in a relevant manner to make each management terminal in an information-connected state and have a specified data processing method. After that, the management work of the multi-tenant environment can be executed.

[0021] More specifically, for multi-tenant areas with different layouts, the way of combining data relevance between management terminals is different. Therefore, on-site survey and analysis are required for each multi-tenant area, and then parameters for relevance combination are arranged for the management terminals. This process is time-consuming and laborious, and the accuracy rate depends on manual experience. The method provided by the technical solution of this application is to pre-construct a regional management algorithm in the form of a low-code programming framework, then collect the regional information of the multi-tenant area and convert it into a regional information code set in the form of low-code tags, and substitute the regional information code set into the regional management algorithm to automatically generate a safety and environmental protection management model.

[0022] More specifically, for a multi-tenant area, when the rental status of each rentable unit is different, the work tasks of each management terminal in the entire multi-tenant area will also change accordingly. Therefore, based on the safety and environmental protection management model, it is necessary to make adaptive adjustments to these different rental statuses so that the safety and environmental protection management model has different management modes. Based on these management modes, a management instruction desk is generated for the owner of the multi-tenant area to interact with the management instruction desk to adjust the mode of the safety and environmental protection management model, and then control the work of each management terminal.

[0023] More specifically, the work carried out by the management terminal includes safety and environmental protection monitoring work and safety and environmental protection control work. The monitoring work is to collect data and analyze the data to obtain the regional situation, and the control work is to send out alarm information to call the staff to carry out corresponding work to achieve the control of the safety and environmental protection situation of the multi-tenant area.

[0024] Specifically, in step S3 of the embodiment provided by the present invention, the management mode of the safety and environmental protection management model is set through the management mode instruction desk, and the terminal work of the management terminals deployed in the multi-tenant area is managed based on the safety and environmental protection management model set with the specified management mode; the owner of the multi-tenant area interacts with the management mode instruction desk according to actual needs to issue a management mode instruction to set the management mode of the safety and environmental protection management model, and then drive the management terminal to perform data collection, data analysis, and alarm processing.

[0025] The present invention provides a multi-tenant safety and environmental protection management method implemented with low code, which has the following beneficial effects: The present invention collects and integrates the construction information and functional information of a multi-tenant area to form a regional information code set, and based on a regional management algorithm, simulates and calculates the safety and environmental protection monitoring and control methods for the information code set to generate a safety and environmental protection management model and a management mode command platform. The management mode of the safety and environmental protection management model is set through the management mode command platform to manage the management terminals in the multi-tenant area. The management terminals perform monitoring data collection and alarm processing. This method realizes automated, safe, and accurate safety and environmental protection management through a low-code platform, improves the management efficiency and response speed of the multi-tenant area, reduces human intervention, ensures real-time monitoring and precise control within the area, and solves the problem of low efficiency in the fixed-mode multi-tenant safety and environmental protection management in the prior art.

[0026] Preferably, the steps of collecting the regional construction information and regional functional information of the multi-tenant area and integrating the collected regional construction information and regional functional information to obtain the regional information code set of the multi-tenant area include: S11: Obtain the original layout information of the multi-tenant area, and collect the regional construction information and regional functional information of the multi-tenant area based on the original layout information; S12: Obtain the management terminal information of the management terminals pre-deployed in the multi-tenant area, and perform information overlapping processing on the regional construction information, the regional functional information, and the management terminal information to obtain the regional integration information of the multi-tenant area; S13: Extract and convert the description form of the regional layout features of each specific location in the multi-tenant area based on the regional integration information to obtain the regional information code set of the multi-tenant area.

[0027] Specifically, by collecting the original layout information of the multi-tenant area, such as the floor plan of the building, the structural design drawing, etc., these original information contain the distribution and structure of each building and facility in the area. After obtaining the original layout information, based on these data, the regional construction information (such as building materials, building structure, environmental facilities, etc.) and regional functional information (such as functional area division, regional use, passageways, etc.) are collected. The collection process of these two pieces of information may need to combine the actual situation and the data of sensors and monitoring devices to ensure the comprehensiveness and accuracy of the information.

[0028] More specifically, for management terminals (such as security monitoring terminals, environmental monitoring devices, etc.) that have been deployed within a multi-tenant area, relevant management terminal information is collected. This information typically includes device type, device location, device function, status, and other contents. Information overlapping processing is performed on the collected area construction information, area function information, and management terminal information. The purpose of this step is to comprehensively integrate this information from different sources, remove duplicate parts, and process the associations between the information, making the data more consistent and useful. For example, management terminals may be deployed within certain specific area function regions, or certain construction information may need to be associated with specific management terminal information.

[0029] More specifically, based on the integrated area information, the system extracts the area layout characteristics of specific locations throughout the multi-tenant area. This step is to obtain the specific characteristics of each area location, such as the spatial distribution and environmental characteristics of the area. Next, the extracted layout characteristics are converted into a unified description form. For example, the spatial distribution characteristics may be converted into digital codes, coordinate systems, or other standardized formats, which facilitates subsequent calculations and management.

[0030] More specifically, finally, through the processing of the above steps, a standardized area information code set containing multi-tenant area information is obtained. This code set is a set of digital or symbolic information that can represent key information such as the construction, function, and management terminals of the multi-tenant area, providing a basis for subsequent management and control.

[0031] It can be understood that through information overlapping processing and the extraction of area layout characteristics, unified management and processing of information from multiple sources can be achieved, enabling various types of information to complement each other without conflict, improving the accuracy and consistency of the data. By converting complex area layout information, function information, and management terminal information into a unified area information code set, the area characteristics can be expressed more clearly and concisely, facilitating subsequent simulation, analysis, and decision-making. Using a low-code platform can reduce the complexity of manual operations, improve the automation level of information collection, processing, and management, thereby enhancing management efficiency and real-time performance. Through the generated area information code set, data support can be provided for the safety and environmental protection management of the multi-tenant area, facilitating the formulation of reasonable management strategies, monitoring measures, and early warning mechanisms. This process can support the flexible management of the multi-tenant area. The management terminals and layouts within the area may change over time. Adopting this method can flexibly adjust the area information and management mode, maintaining the scalability of the system.

[0032] Preferably, the steps of obtaining the original layout information of the multi-tenant area and collecting the area construction information and area function information of the multi-tenant area based on the original layout information include: S111: Determine the unit scopes of the unit tenant areas and the associated connection areas in the multi-tenant area to obtain the original layout information of the multi-tenant area; wherein, the unit tenant area is an independent area leased to a tenant, and the associated connection area is the passage part between each unit tenant area; S112: Collect and combine the specific construction conditions of the unit tenant areas and the associated connection areas in the multi-tenant area based on the original layout information to obtain the area construction information of the multi-tenant area; S113: Collect and combine the specific functional roles of the unit tenant areas and the associated connection areas in the multi-tenant area based on the original layout information to obtain the area function information of the multi-tenant area.

[0033] Specifically, the unit tenant area refers to an independent area leased to different tenants, which may be separate offices, shops or other forms of independent spaces. First, it is necessary to clearly define the scope of each tenant area to determine its boundary; the associated connection area is located between each unit tenant area and is usually a public passage, staircase, elevator, etc. used to connect different tenant areas. This step requires clarifying the boundaries and layouts of these areas to ensure the rationality of subsequent management.

[0034] More specifically, use drawings, architectural design data or by means of intelligent sensors, etc. to clarify and record the original layout information of the multi-tenant area, that is, the spatial distribution and mutual relationship of each unit tenant area and the associated connection area. This information can be obtained through architectural floor plans, 3D modeling tools, etc., and provides detailed information such as the specific location, shape and size of each area.

[0035] More specifically, based on the determined original layout information, next, collect the specific construction conditions of each unit tenant area and the associated connection area. These conditions include construction information such as building materials, decoration, facilities and equipment, etc. For example, a certain unit tenant area may use special fireproof materials, and some passages may be equipped with emergency lighting systems, etc. Combine these information to form comprehensive area construction information for subsequent safety management and environmental protection monitoring.

[0036] More specifically, based on the original layout information, collect and integrate the specific functional roles of each unit tenant area and the associated connection area. For example, some unit tenant areas may be offices, some other areas may be commercial shops, some passage areas may be for pedestrians only, and others may contain important fire-fighting equipment. Combine these functional information with the construction information of the area to form comprehensive area function information, providing accurate data support for subsequent management, monitoring and control.

[0037] More specifically, finally, through the above processes of collection and combination, the regional construction information and regional function information of the multi-tenant area are obtained, which will provide a basis for subsequent regional management, environmental monitoring, equipment scheduling, etc.

[0038] It can be understood that by accurately determining the scope of the unit tenant area and the associated connection area, the boundaries of each area can be clearly defined, avoiding ambiguity in management. The functions and construction status within the area are also accurately described, which helps with subsequent precise management. By collecting in detail the construction and function information of each area, the omission and error of information are avoided, and the accuracy and integrity of the data are improved. This is crucial for subsequent work such as security monitoring and environmental protection management. Combining the regional construction information with the function information to form a comprehensive dataset can provide a complete management view for the multi-tenant area. In this way, managers can more easily analyze, make decisions, and operate based on this information. Adopting this structured step and data collection method helps with subsequent data processing and decision support through low-code platforms, AI algorithms, or other intelligent tools, thereby improving the efficiency and intelligence level of the entire management system. This method can flexibly adapt to the layout and function changes of different multi-tenant areas. If a new tenant moves in or the area changes, the relevant information can be quickly updated to ensure that the management system can continue to work effectively. Through an accurate understanding of the regional construction and functions, better security and environmental protection management can be carried out. For example, specific functional areas may require specific security standards or environmental protection requirements, and the system can conduct targeted management based on this information.

[0039] Preferably, the steps of extracting and converting the description form of the regional layout characteristics of specific locations in the multi-tenant area based on the regional integration information to obtain the regional information code set of the multi-tenant area include: S131: Perform conversion processing on the regional characteristics of specific locations in the multi-tenant area based on the regional integration information to obtain a regional characteristic vector matrix corresponding to the multi-tenant area; S132: Perform adjacent matrix vector correlation feature collection on the regional characteristic vector matrix at multiple feature collection scales, and perform clustering processing on the regional characteristic vectors in the regional characteristic vector matrix according to the collected multi-layer adjacent matrix vector correlation feature distributions to obtain a set of regional characteristic vector clusters; S133: Perform space-time mapping on the set of regional characteristic vector clusters to obtain a regional characteristic space-time topological structure; S134: Extract the regional layout features from the spatio-temporal topological structure of the regional characteristics according to the pre-set regional information description standard, so as to obtain a number of regional layout features, and perform description conversion on each of the regional layout features based on the regional information description standard to obtain the regional information code set of the multi-tenant region.

[0040] Specifically, based on the regional integration information, perform conversion processing on the regional characteristics of specific locations in the multi-tenant region. The regional characteristics include features such as building structures, facilities, functions, and channels within the region. The purpose of the conversion of these features is to transform the original layout information into a standardized and easily processable form. For example, the spatial distribution can be converted into coordinate vectors or geometric features, and the functional attributes can be converted into functional categories, etc. The converted data will form a regional characteristic vector matrix, and each element in the matrix corresponds to the feature description of a location within the region.

[0041] More specifically, perform multi-level feature acquisition on the obtained regional characteristic vector matrix. Specifically, perform correlation analysis on the characteristics of adjacent regions at different scales. Through the adjacent matrix vectors, analyze the spatial relationship and functional association between regions, which can be achieved by calculating the distance between regions, functional similarity, connection methods, etc. Based on the feature distribution of these adjacent matrix vectors, further perform clustering processing, and classify similar regional characteristic vectors into one cluster. This clustering processing helps to identify the feature-similar areas within the region and form a set of regional characteristic vector clusters.

[0042] More specifically, perform spatio-temporal mapping on the set of regional characteristic vector clusters to understand the changes in regional characteristics in the time and space dimensions. The purpose of spatio-temporal mapping is to assign the relationship between time changes and spatial positions to the regional characteristics. Through spatio-temporal mapping, the dynamic information of regional layout changes can be further captured. Spatio-temporal mapping helps to reflect how different regions are related and interact with each other over time, and can further optimize the regional layout and functional design.

[0043] More specifically, based on the pre-set regional information description standard, extract the regional layout features from the spatio-temporal topological structure of the regional characteristics obtained by spatio-temporal mapping. These features include the spatial distribution within the region, functional area division, facility configuration, connection methods between regions, etc. The extracted features can be expressed in various forms, such as coordinate systems, regional functions, traffic channels, equipment distributions, etc.

[0044] More specifically, according to the regional information description standard, the description transformation of each extracted regional layout feature is carried out. This step is to transform each regional layout feature into a standardized code or symbol for the subsequent use, management and analysis of the system. Finally, all regional layout features will be converted into a complete set of regional information codes, which provides the layout and function information of the entire multi-tenant area and can be used for system management, query, monitoring and analysis.

[0045] It can be understood that by performing transformation processing on regional characteristics and generating a feature vector matrix, the original regional layout information can be converted into a standardized data structure, which is convenient for subsequent analysis, processing and management. The multi-level feature collection and the correlation analysis of adjacent matrix vectors enable the regional layout features to be described not only at a single scale but also comprehensively evaluated at different scales. This multi-scale analysis helps to understand the spatial relationship of regional characteristics from different levels and provides more detailed regional management information.

[0046] More specifically, spatio-temporal mapping enables regional characteristics to dynamically reflect the changes in regional layout and functions, providing real-time data support for regional management and optimization. For example, some areas may change their functions or layouts over time or due to tenant changes. Spatio-temporal mapping helps to capture these changes and adjust management strategies in a timely manner. Clustering processing can group areas with similar characteristics into one category, enabling unified management of similar functional areas within the region. This helps to identify areas with similar functions and similar demands, thereby optimizing resource allocation and management strategies.

[0047] More specifically, by generating a set of regional information codes, basic data support can be provided for subsequent intelligent systems. These data can be used for automated analysis, decision-making and prediction, such as security monitoring and environmental management within the region. This method provides a flexible mechanism that can continuously update and expand the set of regional information codes as the regional layout changes, the number of tenants increases or the functions are adjusted, ensuring the long-term stable operation of the system and adapting to different management needs. Through standardized description transformation, the system can process large-scale regional data quickly and efficiently, providing accurate decision support, which will significantly improve the efficiency of management and monitoring work, especially in the management process of multi-tenant complex areas.

[0048] Preferably, the steps of simulating and calculating the safety and environmental protection monitoring method and the safety and environmental protection control method of the multi-tenant area based on the pre-set regional management algorithm for the set of regional information codes to obtain the safety and environmental protection management model and the management mode command platform of the multi-tenant area include: S21: Upload the regional information code set to a low-code platform deployed with a regional management algorithm, and let the regional management algorithm deployed by the low-code platform parse the regional information code set in sequence to obtain a regional information feedback map for multi-dimensional restoration of the multi-tenant area; wherein the regional information feedback map includes a building spatiotemporal layout level, a functional association operation level, and a safety and environmental protection key node level; S22: performing a matching search for historical data on the regional information feedback map based on the historical database, and if historical data with a matching degree that meets the predetermined standard can be obtained, the historical data is used as a reference object, and a security and environmental management model and a management mode command platform are constructed for the multi-tenant area based on the reference object; S23: If the historical data whose matching degree meets the predetermined standard cannot be obtained, the regional information feedback map is analyzed and constructed with the regional management algorithm to perform safety and environmental protection management model at the building spatiotemporal layout level, functional association operation level and safety and environmental protection key node level, so as to obtain the safety and environmental protection management model and the corresponding management mode command console.

[0049] Specifically, the generated regional information code set is uploaded to a low-code platform deployed with a regional management algorithm. The platform can be flexibly configured and quickly developed, which facilitates the processing and analysis of regional information. The low-code platform parses the uploaded regional information code set through the regional management algorithm. The parsing process involves item-by-item analysis of each feature in the area to obtain a comprehensive understanding of the multi-tenant area. In this process, the algorithm will gradually parse the regional information code, analyze each data point, and finally generate a regional information feedback map for multi-dimensional restoration. This feedback map is a multi-level structure that includes the following: The building spatiotemporal layout level analyzes the spatial layout of buildings in the area and their time evolution characteristics, such as the number of floors, stairs, passages, etc. of the building; the functional association operation level describes the correlation between the functions of different areas, such as offices, commercial areas, public facilities, etc.; the safety and environmental protection key node level determines key safety and environmental protection nodes, such as fire-fighting equipment, ventilation systems, waste treatment facilities, etc., as well as their distribution and functions.

[0050] More specifically, based on the historical database, the platform will match and search for historical data on the generated regional information feedback map. This step is to compare the current regional layout based on historical data to see if there are similar historical cases. If historical data with a matching degree that meets the predetermined standards is found, the platform will use this data as a reference object to construct a safety and environmental management model. By referring to historical data, it can effectively predict and evaluate the safety and environmental status of the current area.

[0051] More specifically, when historical data that meets the criteria is matched, the system will use this historical data as a reference object to guide the construction of the safety and environmental management model and the management mode instruction platform for the current area. The reference object provides a historical background to help build a more accurate model and instruction platform to achieve optimized safety and environmental control. The management mode instruction platform can output corresponding management instructions based on the information of the reference object to guide area managers to implement safety and environmental measures.

[0052] More specifically, if historical data with a matching degree that meets the criteria cannot be found, the platform directly analyzes the area information feedback map through the area management algorithm. At this time, the algorithm will conduct a detailed analysis of the building spatio-temporal layout level, functional association operation level, and safety and environmental key node level of the area, and generate a safety and environmental management model that conforms to the characteristics of the current area. Through in-depth analysis of these levels, the platform will build a safety and environmental management model and construct a corresponding management mode instruction platform based on this model for application in actual operations.

[0053] More specifically, finally, based on historical data or algorithm analysis, the platform will generate a complete safety and environmental management model and management mode instruction platform. These models and platforms will guide the safety and environmental management work in multi-tenant areas, including real-time monitoring, early warning systems, emergency responses, etc. The safety and environmental management model includes early warning mechanisms for each safety and environmental node, environmental control standards, facility status monitoring, etc., while the management mode instruction platform is an operable instruction platform provided for managers, including emergency response instructions, maintenance suggestions, resource allocation, etc.

[0054] It can be understood that by uploading the area information code set to the low-code platform and performing multi-dimensional analysis through the area management algorithm, the platform can efficiently process complex area data, which makes it possible to conduct in-depth analysis of the layout, functions, facilities, etc. of multi-tenant areas, thus providing comprehensive data support for safety and environmental monitoring. Through the matching and search of historical data, it can provide strong reference for current safety and environmental management, avoid a large amount of re-modeling and analysis, and the historical data provides a valuable background to help optimize the management model of the current area and ensure more accurate and effective management strategies.

[0055] More specifically, even if no matching historical data is found, the platform can still automatically build a safety and environmental management model based on the current data and management algorithm of the area. This dynamic modeling ability ensures that an adaptable management plan can be quickly built even in a new environment. Through the refined management model and management mode instruction platform, it is possible to monitor the safety and environmental status of the area in real time, promptly discover potential safety risks and environmental problems, and take corresponding control measures. This refined management can significantly improve the safety and environmental protection level of multi-tenant areas.

[0056] More specifically, the safety and environmental protection management model and the management mode command platform can provide intelligent decision-making support for regional managers. Through data-driven analysis, the system can automatically generate optimized management instructions to help managers make more effective decisions in the face of complex situations. Due to the flexibility of the low-code platform, the system can quickly adapt to the different needs and changes of multi-tenant areas. As new tenants move in or the functions of the area are adjusted, the platform can update the safety and environmental protection management model in real time to maintain the effectiveness and adaptability of the system. By automatically generating the safety and environmental protection management model and instructions, the system can significantly improve management efficiency. Managers can obtain instructions in real time and respond to potential problems in a timely manner, thereby improving the safety and environmental protection of the area and reducing the possibility of human errors.

[0057] Preferably, the steps of analyzing and constructing the safety and environmental protection management model of the building spatio-temporal layout level, the functional association operation level, and the safety and environmental protection key node level for the area information feedback map through the area management algorithm to obtain the safety and environmental protection management model and the corresponding management mode command platform include: S231: Perform multi-level information fusion and digital modeling processing on the area information feedback map through the area management algorithm at the building spatio-temporal layout level, the functional association operation level, and the safety and environmental protection key node level to obtain an area comprehensive feedback digital model; S232: Based on the area comprehensive feedback digital model, conduct collaborative work simulation and value evaluation of the safety and environmental protection monitoring projects and the safety and environmental protection control projects for the management terminals in the multi-tenant area to obtain the collaborative work simulation methods and implementation value parameters of the safety and environmental protection monitoring projects and the safety and environmental protection control projects for each pre-deployed management terminal in the multi-tenant area; S233: Prioritize each of the collaborative work simulation methods according to the implementation value parameters, and obtain the collaborative work simulation methods for the safety and environmental protection monitoring projects and the safety and environmental protection control projects that are prepared for actual execution through the prioritization as the safety and environmental protection monitoring method and the safety and environmental protection control method; S234: Perform work node conversion processing on the area comprehensive feedback digital model according to the safety and environmental protection monitoring method and the safety and environmental protection control method for each management terminal to obtain the management nodes corresponding to each management terminal and the node management association characteristics between each of the management nodes; S235: Perform node connection processing on each of the management nodes based on the node management association characteristics between each of the management nodes to obtain the safety and environmental protection management model, and analyze the node deployable management parameters of each management node for different management modes according to the node management association characteristics of the safety and environmental protection management model to obtain the node deployable management parameters of each management node corresponding to different management modes; S236: Generate mode adjustment instructions for the node deployable management parameters corresponding to different management modes for each of the management nodes, so as to obtain a number of management mode instructions, and construct a channel for instruction interaction based on each of the management mode instructions, so as to obtain a management mode instruction platform.

[0058] Specifically, first analyze the uploaded regional information feedback map through a regional management algorithm, especially model the features at three levels: the building spatio-temporal layout level which involves the spatial and temporal structure of buildings, such as the distribution of buildings, the planning of functional areas, etc., the functional association operation level analyzes the relationships between different functional areas, such as the interaction between the office area, the public area, the equipment area, etc., and the safety and environmental protection key node level focuses on the distribution and key positions of safety and environmental protection facilities, such as the fire protection system, waste treatment devices, environmental monitoring equipment, etc.

[0059] More specifically, perform information fusion and digital modeling on these levels, and finally generate a regional comprehensive feedback digital model. This model will comprehensively reflect the safety and environmental protection management requirements and current situation in the region. Based on the generated regional comprehensive feedback digital model, further simulate the collaborative work of each management terminal. These management terminals include devices and systems for monitoring and controlling safety and environmental protection projects. By simulating and evaluating the value of the collaborative work of safety and environmental protection monitoring projects and safety and environmental protection control projects, the role and collaborative effect of each management terminal in these projects can be obtained. These evaluations help determine the priority and implementation value parameters of each management terminal.

[0060] More specifically, according to the value parameters calculated in real time, preferentially select different collaborative work simulation methods. The preferential selection process is based on the value evaluation results to select the simulation methods that are most conducive to actual execution. These methods will be used as safety and environmental protection monitoring methods and safety and environmental protection control methods. According to the selected monitoring methods and control methods, perform conversion processing on the working nodes of each management terminal in the regional comprehensive feedback digital model. Each management terminal will be associated with a specific management node, and actual monitoring and control tasks will be completed through these nodes. Analyze the node management association characteristics between each management node to understand how different management nodes cooperate and influence each other.

[0061] More specifically, based on the node management association characteristics, perform node connection processing to ensure the coordination and connection between management nodes. This step ensures smooth data flow and clear tasks between different management nodes, and finally constructs a complete safety and environmental protection management model. Analyze the node deployable management parameters of each management node in the model. These parameters will be used to optimize the deployment of different management modes to ensure that each node can be flexibly deployed according to different management requirements.

[0062] More specifically, based on the parameters corresponding to different management modes for each node, corresponding mode adjustment instructions are generated. These instructions are designed to adjust and optimize the safety and environmental protection monitoring and control methods. Through these mode adjustment instructions, an instruction interaction channel is constructed to ensure smooth communication and collaboration between different management nodes. Eventually, a complete management mode instruction platform is formed. The instruction platform is a centralized platform that can display the instructions and operation plans of all management modes, facilitating operations and decision-making by management personnel.

[0063] It can be understood that through multi-level information fusion and digital modeling processing of the regional management algorithm, various information within the region can be accurately integrated, from building layout to functional operation, and then to the distribution of key safety and environmental protection nodes, forming a comprehensive and structured regional management model, providing a basis for subsequent monitoring and control. Through the simulation and value evaluation of the collaborative working methods of management terminals, the system can efficiently evaluate the contributions and roles of each management terminal, thus providing data support for actual management strategies. This process can ensure the efficient execution of safety and environmental protection control measures, reduce resource waste, and improve management effectiveness.

[0064] More specifically, by implementing the calculation and priority selection of value parameters, the system can dynamically adjust the working methods of each management terminal according to the current operating state, ensuring that the optimal strategy is applied during the execution process. This optimization improves management efficiency and enhances the flexibility and responsiveness of the system. Based on the node management association characteristics for node connection analysis, it can ensure smooth connection and information flow between management nodes, optimizing the coordination and response speed during the management process. This intelligent processing ensures that the management tasks in the multi-tenant area can be completed accurately.

[0065] More specifically, by automatically generating mode adjustment instructions and constructing an instruction interaction channel, the management mode instruction platform can provide a centralized instruction management platform, enhancing the interactivity of instructions and the operability of execution. Management personnel can directly obtain real-time feedback from the instruction platform and adjust management strategies according to the actual situation to ensure the implementation of safety and environmental protection measures. By comprehensively applying the above technical steps, the safety and environmental protection control ability of the multi-tenant area can be greatly improved. Management personnel can quickly respond based on data support and the automated instruction platform to ensure the efficient and accurate implementation of safety and environmental protection projects within the region.

[0066] Preferably, the steps of setting the management mode for the safety and environmental protection management model through the management mode instruction platform and managing the terminal work of the management terminals deployed in the multi-tenant area based on the safety and environmental protection management model with a specified management mode set include: S31: Input a management mode instruction to the safety and environmental protection management model through the management mode instruction console, and deploy node management parameters for each management node of the safety and environmental protection management model based on the management mode instruction, so that the safety and environmental protection management model switches to the corresponding management mode; S32: Make the safety and environmental protection management model that has switched to the specified management mode allocate terminal work tasks to the corresponding management terminals in the multi-tenant area according to the node management parameters deployed by each management node, so that the monitoring terminals in the management terminals collect monitoring data; S33: Based on the node management parameters deployed by each management node of the safety and environmental protection management model, conduct an overall analysis of the monitoring data collected by each management terminal to obtain the safety and environmental protection evaluation features of the multi-tenant area and the terminal control instructions corresponding to the safety and environmental protection evaluation features, and drive the corresponding management terminals to perform corresponding alarm processing according to the terminal control instructions.

[0067] Specifically, input management mode instructions through the management mode instruction console, and these instructions will be used to adjust and set the management mode of the safety and environmental protection management model. After inputting the management mode instructions, the management mode instruction console will deploy node management parameters for each management node in the safety and environmental protection management model based on these instructions. The node management parameters include the working methods, threshold settings, monitoring standards, etc. of each management node, so as to optimize the configuration of the management terminals according to different management modes. After the deployment of the node management parameters, the safety and environmental protection management model will switch to the specified management mode and execute a new management plan.

[0068] More specifically, after switching to the specified management mode, the safety and environmental protection management model will reasonably allocate tasks to the management terminals in the multi-tenant area according to the node management parameters deployed by each management node. The management terminals will execute the work according to the allocated tasks. Especially the monitoring terminals, they will collect monitoring data according to the set working methods. The monitoring data can include environmental indicators, facility operation status, pollutant emissions, etc.

[0069] More specifically, after the monitoring data is collected, the system will conduct an overall analysis of the data according to the node management parameters of each management node. The overall analysis will generate safety and environmental protection evaluation features of the area, such as environmental quality, pollution risk, safety hazards, etc. These evaluation features can help managers quickly understand the safety and environmental protection status of the area and take corresponding countermeasures.

[0070] More specifically, based on the analyzed safety and environmental protection assessment features, the system will generate corresponding terminal control instructions, which will be used to guide the behavior of the management terminal. According to the control instructions, the management terminal performs corresponding alarm handling operations, such as starting the alarm system, triggering safety devices, adjusting facility operations, etc. Through alarm handling, safety and environmental protection issues can be promptly responded to, potential risks can be reduced, and the safety and environmental quality within the area can be ensured.

[0071] It can be understood that through the input of the management mode command console and the deployment of node management parameters, the system can flexibly switch management modes according to different management requirements. This enables the system to automatically adjust management strategies according to different situations in the area, thereby improving the flexibility and adaptability of management. The system can intelligently allocate work tasks to each management terminal based on the management mode and node management parameters, ensuring that the monitoring terminal collects monitoring data according to real-time requirements. This automated task allocation improves management efficiency, reduces the need for manual intervention, and ensures the timeliness and accuracy of monitoring data.

[0072] More specifically, through the overall analysis of the collected data, the system can form accurate safety and environmental protection assessment features. These assessment features help managers deeply understand the safety and environmental protection status of the area and provide data support for subsequent decision-making. This technical effect makes safety and environmental protection management more precise, enabling potential problems to be discovered in advance. Based on the terminal control instructions generated from the safety and environmental protection assessment features, the system can automatically drive the management terminal to perform alarm handling operations. This process ensures that safety hazards can be responded to and disposed of within the shortest time, minimizing the occurrence of accidents and environmental pollution and ensuring that the safety and environmental protection of the area meet the standards.

[0073] More specifically, through the refined management mode deployment, intelligent task allocation, and control instruction generation of the entire system, the safety and environmental protection monitoring and control capabilities for multi-tenant areas have been greatly improved. All management terminals can work together, forming an efficient closed-loop management chain from data collection to analysis and then to processing and response. The automated monitoring and control process, combined with intelligent data analysis and instruction generation, significantly reduces human operation errors and delays. Managers can view and adjust strategies in real time on the management mode command console to ensure that the decision-making process is more rapid and efficient.

[0074] Refer to Figure 2 As shown, in the second aspect, the present invention provides a multi-tenant safety and environmental protection management system implemented with low code for implementing a multi-tenant safety and environmental protection management method according to any one of the first aspects, including: A code generation module, configured to collect area construction information and area function information for a multi-tenant area, and integrate the collected area construction information and area function information to obtain an area information code set for the multi-tenant area; A model construction module, configured to perform simulation calculations on the safety and environmental protection monitoring method and the safety and environmental protection control method of the multi-tenant area according to a preset area management algorithm on the area information code set, so as to obtain a safety and environmental protection management model and a management mode command platform for the multi-tenant area; A terminal management module, configured to set a management mode for the safety and environmental protection management model through the management mode command platform, and manage the terminal work of the management terminals deployed in the multi-tenant area based on the safety and environmental protection management model with a specified management mode set; wherein, the terminal work includes monitoring data collection and alarm processing.

[0075] In this embodiment, for the specific implementation of each module in the above system embodiment, please refer to that described in the above method embodiment, and details are not described herein again.

[0076] The above are only the preferred embodiments of the present invention, and are not intended to limit the present invention. Any modifications, equivalent replacements, 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 multi-tenant safety and environmental management method implemented with low code, characterized in that, Including: Collecting the regional construction information and regional function information of the multi-tenant area, and integrating the collected regional construction information and regional function information to obtain the regional information code set of the multi-tenant area; Performing simulation calculations on the safety and environmental protection monitoring method and safety and environmental protection control method of the multi-tenant area according to the preset regional management algorithm on the regional information code set, so as to obtain the safety and environmental protection management model and management mode command platform of the multi-tenant area; Setting the management mode of the safety and environmental protection management model through the management mode command platform, and managing the terminal work of the management terminals deployed in the multi-tenant area based on the safety and environmental protection management model with the specified management mode set; wherein, the terminal work includes monitoring data collection and alarm processing.

2. The multi-tenant safety and environmental protection management method implemented with low code as claimed in claim 1, wherein The steps of collecting the regional construction information and regional function information of the multi-tenant area, and integrating the collected regional construction information and regional function information to obtain the regional information code set of the multi-tenant area include: Obtaining the original layout information of the multi-tenant area, and collecting the regional construction information and regional function information of the multi-tenant area based on the original layout information; Obtaining the management terminal information of the management terminals pre-deployed in the multi-tenant area, and performing information overlapping processing on the regional construction information, the regional function information, and the management terminal information to obtain the regional integration information of the multi-tenant area; Based on the regional integration information, extracting and converting the description form of the regional layout characteristics of each specific location in the multi-tenant area to obtain the regional information code set of the multi-tenant area.

3. The multi-tenant safety and environmental protection management method implemented with low code according to claim 2, characterized in that, The steps of obtaining the original layout information of the multi-tenant area, and collecting the regional construction information and regional function information of the multi-tenant area based on the original layout information include: Determining the unit scope of the unit tenant area and the associated connection area in the multi-tenant area to obtain the original layout information of the multi-tenant area; wherein, the unit tenant area is an independent area leased to the tenant, and the associated connection area is the passage part between each unit tenant area; Collecting and combining the specific construction conditions of the unit tenant area and the associated connection area in the multi-tenant area based on the original layout information to obtain the regional construction information of the multi-tenant area; Collecting and combining the specific function roles of the unit tenant area and the associated connection area in the multi-tenant area based on the original layout information to obtain the regional function information of the multi-tenant area.

4. The multi-tenant safety and environmental protection management method implemented with low code according to claim 2, characterized in that, The steps of extracting and converting the description form of the regional layout characteristics of each specific location in the multi-tenant area based on the regional integration information to obtain the regional information code set of the multi-tenant area include: Performing conversion processing on the regional characteristics of each specific location in the multi-tenant area based on the regional integration information to obtain the regional characteristic vector matrix corresponding to the multi-tenant area; Performing adjacent matrix vector correlation feature acquisition on the regional characteristic vector matrix at multiple feature acquisition scales, and performing clustering processing among the regional characteristic vectors on the regional characteristic vector matrix according to the acquired multi-level adjacent matrix vector correlation feature distribution to obtain a set of regional characteristic vector clusters; Performing spatio-temporal mapping on the set of regional characteristic vector clusters to obtain a regional characteristic spatio-temporal topological structure; Extracting regional layout features from the regional characteristic spatio-temporal topological structure according to a preset regional information description standard to obtain a number of regional layout features, and performing description conversion on each of the regional layout features based on the regional information description standard to obtain a regional information code set for the multi-tenant region.

5. The multi-tenant safety and environmental protection management method implemented with low code as claimed in claim 1, characterized in that The steps of simulating and calculating the safety and environmental protection monitoring method and the safety and environmental protection control method for the multi-tenant region on the regional information code set according to a preset regional management algorithm to obtain the safety and environmental protection management model and the management mode command platform for the multi-tenant region include: Uploading the regional information code set to a low-code platform deployed with a regional management algorithm, and enabling the regional management algorithm deployed on the low-code platform to sequentially parse the regional information code in the regional information code set to obtain a regional information feedback map for multi-dimensional restoration of the multi-tenant region; wherein, the regional information feedback map includes a building spatio-temporal layout level, a functional association operation level, and a safety and environmental protection key node level; Based on the historical database, performing a matching search for historical data on the regional information feedback map. If historical data with a matching degree meeting the predetermined standard can be obtained, using the historical data as a reference object, and constructing the safety and environmental protection management model and the management mode command platform for the multi-tenant region according to the reference object; If historical data with a matching degree meeting the predetermined standard cannot be obtained, analyzing and constructing a safety and environmental protection management model for the building spatio-temporal layout level, the functional association operation level, and the safety and environmental protection key node level on the regional information feedback map through the regional management algorithm to obtain a safety and environmental protection management model and a corresponding management mode command platform.

6. The multi-tenant safety and environmental protection management method implemented with low code according to claim 5, characterized in that, The steps of analyzing and constructing a safety and environmental protection management model for the building spatio-temporal layout level, the functional association operation level, and the safety and environmental protection key node level on the regional information feedback map through the regional management algorithm to obtain a safety and environmental protection management model and a corresponding management mode command platform include: Performing multi-level information fusion and digital modeling processing on the regional information feedback map for the building spatio-temporal layout level, the functional association operation level, and the safety and environmental protection key node level through the regional management algorithm to obtain a regional comprehensive feedback digital model; Based on the regional comprehensive feedback digital model, performing a collaborative work simulation and value evaluation on the safety and environmental protection monitoring items and the safety and environmental protection control items by the management terminal for the multi-tenant region to obtain the collaborative work simulation methods and implementation value parameters for the safety and environmental protection monitoring items and the safety and environmental protection control items by each management terminal pre-deployed in the multi-tenant region; Preferentially select each of the collaborative work simulation methods according to the described implementation value parameters, and obtain the collaborative work simulation methods for the safety and environmental protection monitoring project and the safety and environmental protection control project to be actually executed through preferential selection, so as to serve as the safety and environmental protection monitoring method and the safety and environmental protection control method; Perform work node conversion processing for each management terminal on the regional comprehensive feedback digital model according to the safety and environmental protection monitoring method and the safety and environmental protection control method, so as to obtain management nodes corresponding to each management terminal and the node management association characteristics between each of the management nodes; Perform node connection processing on each of the management nodes based on the node management association characteristics between each of the management nodes to obtain the safety and environmental protection management model, and perform node deployable management parameter analysis on the safety and environmental protection management model according to the node management association characteristics to obtain the node deployable management parameters corresponding to different management modes for each of the management nodes; Generate mode adjustment instructions for the node deployable management parameters corresponding to different management modes for each of the management nodes to obtain a number of management mode instructions, and construct a channel for instruction interaction based on each of the management mode instructions to obtain a management mode instruction platform.

7. The multi-tenant safety and environmental protection management method implemented with low code as described in claim 6, characterized in that, The steps of setting the management mode of the safety and environmental protection management model through the management mode instruction platform and managing the terminal work of the management terminals deployed in the multi-tenant area based on the safety and environmental protection management model set with a specified management mode include: Input a management mode instruction to the safety and environmental protection management model through the management mode instruction platform, and deploy node management parameters for each management node of the safety and environmental protection management model based on the management mode instruction, so that the safety and environmental protection management model switches to the corresponding management mode; Make the safety and environmental protection management model switched to the specified management mode allocate terminal work tasks to the corresponding management terminals in the multi-tenant area according to the node management parameters deployed by each management node, so that the monitoring terminals in the management terminals perform monitoring data collection; Based on the node management parameters deployed by each management node of the safety and environmental protection management model, perform overall analysis on the monitoring data collected by each of the management terminals to obtain the safety and environmental protection evaluation characteristics of the multi-tenant area and the terminal control instructions corresponding to the safety and environmental protection evaluation characteristics, and drive the corresponding management terminals to perform corresponding alarm processing according to the terminal control instructions.

8. A multi-tenant safety and environmental protection management system implemented with low code, characterized in that, A multi-tenant safety and environmental protection management method implemented by low code for implementing any one of claims 1-7, including: A code generation module, configured to collect regional construction information and regional function information of a multi-tenant area, and integrate the collected regional construction information and regional function information to obtain a regional information code set of the multi-tenant area; A model construction module, configured to perform simulation calculations on the security and environmental protection monitoring method and the security and environmental protection control method of the multi-tenant area based on a pre-set area management algorithm for the area information code set, so as to obtain a security and environmental protection management model and a management mode command platform for the multi-tenant area; A terminal management module, configured to set a management mode for the security and environmental protection management model through the management mode command platform, and manage the terminal work of the management terminals deployed in the multi-tenant area based on the security and environmental protection management model with a specified management mode set therein; wherein, the terminal work includes monitoring data collection and alarm processing.

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