A smart park management platform based on park informationization construction

Abstract

This invention relates to the field of park management technology, specifically a smart park management platform based on park informatization. This platform integrates advanced technologies such as the Internet of Things, cloud computing, and big data to achieve informatization and intelligentization of various management tasks within the park. Specifically, it includes functions for park infrastructure management, energy management, security management, property management, and investment promotion management. By monitoring and analyzing energy usage within the park in real time, and combining big data and artificial intelligence technologies, it can propose reasonable energy allocation suggestions to achieve energy conservation and emission reduction goals, reduce park operating costs, and respond more quickly and accurately to the needs of users within the park through various management and service applications provided by the platform, such as park infrastructure management and property management, thereby improving service quality.

Description

Technical Field

[0001] This invention relates to the field of park management technology, specifically to a smart park management platform based on park information technology construction. Background Technology

[0002] With the rapid development of information technology, park management is undergoing a profound transformation from traditional management models to information-based and intelligent management. Park management encompasses several important aspects, including infrastructure construction, energy management, security monitoring, property management, and investment promotion and operation. The efficient operation and collaborative cooperation of these aspects have a crucial impact on the overall development and competitiveness of the park.

[0003] Traditional park management relies heavily on manual operations and paper records, which is not only inefficient but also makes it difficult to guarantee the accuracy and timeliness of data. With the advancement of information technology, more and more parks are beginning to introduce information management platforms to improve management efficiency and service levels. However, existing park management platforms still have many shortcomings in terms of functionality, data interoperability, and collaborative integration.

[0004] Specifically, existing park management platforms often have limited functionality, focusing only on one aspect of management needs, such as infrastructure maintenance or energy management, while neglecting the importance of other aspects. This makes the platforms inadequate in handling complex park management needs and unable to meet the comprehensive requirements of park informatization.

[0005] Furthermore, existing park management platforms generally suffer from information silos and data incompatibility. The lack of unified data standards and interface specifications between different management platforms hinders effective data sharing and exchange. This not only increases the difficulty and cost of data management but also affects the accuracy and timeliness of management decisions. Summary of the Invention

[0006] (a) Technical problems to be solved

[0007] To address the shortcomings of existing technologies, this invention provides a smart park management platform based on park information technology construction.

[0008] (II) Technical Solution

[0009] To achieve the above objectives, the present invention provides the following technical solution: A smart park management platform based on park information technology construction, which integrates advanced technologies such as the Internet of Things, cloud computing, and big data to realize the informatization and intelligentization of various management tasks within the park, specifically including:

[0010] a. Park infrastructure management function, which can monitor and manage the roads, greening, lighting, water supply and drainage infrastructure in the park in real time to ensure the normal operation and maintenance of the park infrastructure;

[0011] b. Energy management function, which can monitor and analyze the use of energy such as electricity, water and gas in the park in real time, and realize the rational allocation of energy and energy conservation and emission reduction through data analysis and prediction;

[0012] c. Security management function: This function realizes comprehensive monitoring and security of the park through security equipment such as video surveillance, access control system, and alarm system, and uses big data and artificial intelligence technology to intelligently analyze the flow of people and vehicles in the park;

[0013] d. Property management function: This function provides unified management and maintenance of property facilities within the park, offers convenient repair and complaint services, and utilizes mobile internet technology to make property management services mobile and convenient.

[0014] e. Investment promotion management function: This function provides park enterprises with investment promotion information release, enterprise entry consultation, policy interpretation services, and provides park enterprises with accurate market analysis and marketing strategy suggestions through data analysis and mining.

[0015] Preferably, the platform's technical architecture comprises five parts: a data acquisition layer, a data storage layer, a data processing layer, an application service layer, and a user interface layer, wherein:

[0016] A) The data acquisition layer collects various data within the park in real time through various sensors and devices;

[0017] B) The data storage layer utilizes cloud computing technology to achieve centralized data storage and management;

[0018] C) The data processing layer utilizes big data and artificial intelligence technologies to perform in-depth mining and analysis of the collected data;

[0019] D) The application service layer provides various management and service applications based on business needs;

[0020] E) The user interface layer provides users with a convenient and user-friendly operating interface.

[0021] 3. The smart park management platform based on park information construction according to claim 2, characterized in that, before implementation, the platform further includes the following steps:

[0022] 1) Define project requirements and objectives, form a project team, and develop a project implementation plan;

[0023] 2) Conduct in-depth research on enterprises in the park to understand their actual needs and management pain points;

[0024] 3) Based on the survey results, develop a detailed platform design plan, including functional design and technical architecture design;

[0025] 4) Conduct system development and testing according to the design plan;

[0026] 5) Deploy the developed system within the park for trial operation and debugging;

[0027] 6) Establish a system operation and maintenance team to ensure the normal operation and upgrade iteration of the system.

[0028] More preferably, the data processing layer utilizes big data and artificial intelligence technologies for in-depth data mining and analysis. Its core operating parameters mainly include data collection and integration, big data processing, application of artificial intelligence technologies in big data processing, data processing efficiency and performance, and data security and privacy protection. Among them, big data processing includes data storage, data processing, and data mining; the application of artificial intelligence technologies includes machine learning, deep learning, natural language processing, data processing efficiency and performance, computing resource optimization, load balancing, and real-time performance; and data security and privacy protection includes data encryption, access control, and data anonymization.

[0029] Preferably, the application service layer provides various management and service applications according to business needs, and its operating parameters mainly involve the following aspects:

[0030] Response speed:

[0031] The service layer ensures a rapid response to various management and service requests to meet the real-time needs of different user groups within the park.

[0032] Concurrency processing capability:

[0033] The service layer needs to support high-concurrency user access to ensure that the system can still run stably without performance bottlenecks when multiple users in the park make requests at the same time.

[0034] Design a reasonable load balancing mechanism to ensure that requests can be evenly distributed across all service nodes;

[0035] Service availability:

[0036] The service layer employs technologies such as disaster recovery backup and redundant deployment to improve service availability;

[0037] Service security:

[0038] The service layer employs technologies such as data encryption, access control, and security auditing to ensure service security.

[0039] Customization of services:

[0040] The service layer allows users to configure and customize the management and service applications they need according to their own requirements;

[0041] Service scalability:

[0042] The service layer has good scalability and can continuously expand new management and service applications as the business within the park develops;

[0043] Modular design and microservice architecture are used to improve system scalability.

[0044] Service maintainability:

[0045] The service layer allows operations and maintenance personnel to remotely monitor and manage system status, quickly locate and resolve problems;

[0046] Service integration capabilities:

[0047] The service layer provides standard API interfaces and protocol support, facilitating interface and integration with other systems.

[0048] Preferably, the operating parameters of the user interface layer mainly focus on the following aspects:

[0049] Interface design:

[0050] Intuitiveness: The interface design should be intuitive and easy to understand, enabling users to quickly comprehend and get started. Icons, buttons, menus, etc., should be simple and clear, conforming to user habits.

[0051] Customization: Provides interface customization features, allowing users to adjust the interface layout, including colors and fonts, according to their own needs;

[0052] Interaction Design:

[0053] Usability: The operation should be simple and convenient, reducing the user's learning cost. Through reasonable operation procedures, clear prompts and convenient shortcut key settings, the user's operating efficiency can be improved.

[0054] Consistency: Maintain consistency in interface style, operating habits, and prompts to reduce the difficulty for users to switch between different pages or functions;

[0055] Feedback: When users perform operations, they should be provided with immediate feedback information, such as success, failure, warning, etc., to help users understand the current status and make corresponding adjustments.

[0056] Cross-platform compatibility:

[0057] Multi-platform adaptation: Ensure that the user interface layer can run normally on different operating systems (such as Windows, iOS, Android, etc.) and different devices (such as computers, tablets, and mobile phones) and maintain a good user experience;

[0058] Browser compatibility: Supports access from mainstream browsers (such as Chrome, Firefox, and Safari) to avoid abnormal interface display or functional failure due to browser compatibility issues;

[0059] Security:

[0060] Authentication: Provides a strict authentication mechanism to ensure that only authorized users can access the system and perform operations;

[0061] Access control: Set different operation permissions according to the user's role and responsibility to prevent unauthorized access and operation;

[0062] Data encryption: Encrypt user-input data to ensure data security during transmission;

[0063] Scalability:

[0064] Functionality Expansion: As the park's business develops, the user interface layer should be able to easily expand with new functions or modules to meet ever-changing business needs;

[0065] Device expansion: Supports the access and management of new devices, ensuring that users can easily access and operate the system through new devices;

[0066] Maintainability:

[0067] Error handling: If errors or abnormal situations occur during user operation, clear error messages and solutions should be provided to help users quickly locate and resolve the problems;

[0068] Log recording: Records user actions and system operating status, facilitating troubleshooting and performance optimization by administrators.

[0069] In a further preferred embodiment, the main tasks of the system operation and maintenance team established above include system monitoring and troubleshooting, daily management and maintenance, system upgrades and iterations, technical support and training, security management, performance optimization, and document management and knowledge base construction.

[0070] (III) Beneficial Effects

[0071] Compared with existing technologies, this invention provides a smart park management platform based on park information technology construction, which has the following beneficial effects:

[0072] Improve management efficiency: By integrating advanced technologies such as the Internet of Things, cloud computing, and big data, the park's various management tasks are made more information-based and intelligent, greatly reducing manual intervention and the use of paper documents, and improving management efficiency.

[0073] Energy conservation and emission reduction: By monitoring and analyzing energy usage in the park in real time, and combining big data and artificial intelligence technologies, reasonable energy allocation suggestions can be proposed to achieve the goal of energy conservation and emission reduction and reduce the park's operating costs.

[0074] Improve service quality: Through the various management and service applications provided by the platform, such as park infrastructure management and property management, the needs of users within the park can be responded to more quickly and accurately, thereby improving service quality.

[0075] Enhanced security: Through security management functions, the park achieves comprehensive monitoring and security. It utilizes big data and artificial intelligence technologies to intelligently analyze pedestrian and vehicle traffic within the park, promptly detects anomalies, and takes corresponding measures to improve the park's security.

[0076] Precise Decision Support: Through data analysis and mining, we provide valuable insights for park management, helping park managers make more accurate and scientific decisions and promoting the sustainable development of the park.

[0077] Convenient user experience: The user interface layer provides a convenient and user-friendly interface, enabling users to easily access and use various functions on the platform, thereby improving the user experience.

[0078] High concurrency processing capability: The application service layer supports high-concurrency user access, ensuring that the system can still run stably under high-concurrency scenarios and meet the needs of a large number of users in the park.

[0079] Data security and privacy protection: The platform attaches great importance to data security and privacy protection, and takes measures such as data encryption, access control, and data anonymization to ensure data security and protect the privacy information of users within the park.

[0080] In conclusion, the smart park management platform based on the park's information technology construction, through its advanced technical architecture and functional implementation principles, has brought many beneficial effects to park management, improving management efficiency, energy conservation and emission reduction, service quality, security and user experience, and providing strong support for the sustainable development of the park. Detailed Implementation

[0081] The technical solutions in the embodiments of the present invention will be clearly and completely described below. Obviously, the described embodiments are only some embodiments of the present invention, and not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of the present invention.

[0082] The working principle of the smart park management platform technology solution based on park informatization construction of this invention is summarized as follows:

[0083] I. Overall Working Principle

[0084] This platform integrates advanced technologies such as the Internet of Things, cloud computing, and big data to build a comprehensive, efficient, and intelligent park management platform. It enables the informatization and intelligentization of various management tasks within the park, improving management efficiency and service quality.

[0085] II. Technical Architecture

[0086] Data Acquisition Layer: Collects various data within the park in real time through various sensors and devices, including status data of roads, greenery, lighting, water supply and drainage infrastructure, energy usage data such as electricity, water, and gas, security monitoring videos, and personnel flow data.

[0087] Data storage layer: Utilizes cloud computing technology to achieve centralized storage and management of data, ensuring data security and reliability.

[0088] Data Processing Layer: Utilizing big data and artificial intelligence technologies to deeply mine and analyze the collected data. Through data integration, storage, processing, mining, and the application of artificial intelligence technologies, valuable insights are provided for park management.

[0089] Application Service Layer: This layer provides various management and service applications based on business needs, such as park infrastructure management, energy management, security management, property management, and investment promotion management. It ensures fast response times to various requests, supports high-concurrency user access, and employs technical means to improve service availability and security.

[0090] User Interface Layer: Provides users with a convenient and user-friendly interface, enabling them to easily access and use various functions on the platform.

[0091] III. Main Function Implementation Principles

[0092] Park infrastructure management: The system uses IoT technology to monitor the status of infrastructure within the park in real time, such as roads, green spaces, lighting, and water supply and drainage. When an anomaly is detected, the system automatically issues a warning or alarm and notifies relevant personnel to handle the situation.

[0093] Energy Management: By monitoring the real-time usage of energy such as electricity, water, and gas within the park, the platform utilizes big data and artificial intelligence technologies for analysis and prediction. Based on the analysis results, the platform can propose reasonable energy allocation suggestions to achieve energy conservation and emission reduction goals.

[0094] Security Management: Comprehensive monitoring and security measures are implemented throughout the park using video surveillance, access control systems, alarm systems, and other security equipment. Big data and artificial intelligence technologies are utilized to intelligently analyze pedestrian and vehicular traffic within the park, promptly identifying anomalies and taking appropriate action.

[0095] Property Management: Provide unified management and maintenance for property facilities within the park, offering convenient repair and complaint services. Utilize mobile internet technology to make property management services more mobile and convenient, improving service efficiency.

[0096] Investment Promotion Management: Providing services such as investment promotion information dissemination, business entry consultation, and policy interpretation for companies within the park. Through data analysis and mining, offering precise market analysis and marketing strategy suggestions to help companies achieve better development.

[0097] IV. Implementation Steps and Operation & Maintenance

[0098] Before implementation, the following steps are required: clarifying project requirements and objectives, conducting enterprise research, developing platform design schemes, system development and testing, and trial operation and debugging. A system operation and maintenance team should be established to ensure the system's normal operation and upgrade iterations. Simultaneously, data security and privacy protection must be prioritized, with measures such as data encryption, access control, and data anonymization implemented to ensure data security.

[0099] The operating parameters of the above-mentioned technical architecture are as follows:

[0100] I. Data Processing Layer

[0101] The data processing layer is the core of the smart park management platform. It uses big data and artificial intelligence technologies to deeply mine and analyze various types of data generated within the park.

[0102] Data collection and integration:

[0103] Data sources include real-time data generated by various sensors, equipment, and systems within the park, such as energy usage data, security monitoring videos, and personnel flow data.

[0104] Data integration: Standardize data from different sources and in different formats to form a unified data format, which facilitates subsequent data analysis and processing.

[0105] Big data processing:

[0106] Data storage: Utilize distributed storage systems (such as Hadoop HDFS) to efficiently and reliably store massive amounts of data.

[0107] Data processing: Through batch processing (such as Apache Spark) or stream processing (such as Apache Flink) technologies, the collected data is cleaned, transformed, and aggregated to remove noisy data and improve data quality.

[0108] Data mining: Using data mining algorithms such as association rule learning, classification, and clustering, we discover potential patterns and regularities in data, providing valuable insights for park management.

[0109] Applications of artificial intelligence technology:

[0110] Machine learning: Using machine learning algorithms to train large amounts of data to build predictive models for predicting future energy demand, equipment failures, etc.

[0111] Deep learning: For complex unstructured data such as images and videos, deep learning techniques (such as convolutional neural networks (CNNs) and recurrent neural networks (RNNs) are used for feature extraction and recognition to improve the intelligence level of security monitoring.

[0112] Natural Language Processing: For text data within the park (such as maintenance applications, notices, and announcements), natural language processing technology is used to analyze the text, extract key information, and assist in management decision-making.

[0113] Data processing efficiency and performance:

[0114] Computing resource optimization: Utilize cloud computing technology to dynamically adjust computing resources and ensure efficient data processing.

[0115] Load balancing: By using load balancing technology, data processing tasks are evenly distributed across different computing nodes, thereby improving overall processing efficiency.

[0116] Real-time performance: Ensure the real-time nature of the data processing process so that park managers can obtain the latest data analysis results in a timely manner.

[0117] Data security and privacy protection:

[0118] Data encryption: Sensitive data is encrypted to ensure its security during transmission and storage.

[0119] Access control: Set strict access permissions to prevent unauthorized access and data leakage.

[0120] Data anonymization: Non-essential data is anonymized to reduce the risk of data leakage.

[0121] II. Application Service Layer

[0122] The application service layer provides various management and service applications based on business needs.

[0123] Response speed: Ensure rapid response to all types of requests to meet real-time requirements.

[0124] Concurrency processing capability: Supports high-concurrency user access and ensures stable system operation.

[0125] Service availability: We employ technologies such as disaster recovery backup and redundant deployment to improve service availability.

[0126] Service security: We employ technologies such as data encryption, access control, and security auditing to ensure service security.

[0127] Service customization: Allows users to configure and customize the management and service applications they need according to their own requirements.

[0128] Service Scalability: It has good scalability and can continuously expand to include new applications as the business grows.

[0129] Service maintainability: Allows maintenance personnel to remotely monitor and manage system status, quickly locate and resolve problems.

[0130] Service integration capabilities: Provides standard API interfaces and protocol support, facilitating interface and integration with other systems.

[0131] III. User Interface Layer

[0132] The user interface layer is the window through which users interact with the system.

[0133] Interface design:

[0134] Intuitiveness: The interface design should be intuitive and easy to understand, enabling users to quickly comprehend and get started. Icons, buttons, menus, etc., should be simple and clear, conforming to user habits.

[0135] Customization: Provides interface customization features, allowing users to adjust the interface layout, including colors and fonts, according to their own needs;

[0136] Interaction Design:

[0137] Usability: The operation should be simple and convenient, reducing the user's learning cost. Through reasonable operation procedures, clear prompts and convenient shortcut key settings, the user's operating efficiency can be improved.

[0138] Consistency: Maintain consistency in interface style, operating habits, and prompts to reduce the difficulty for users to switch between different pages or functions;

[0139] Feedback: When users perform operations, they should be provided with immediate feedback information, such as success, failure, warning, etc., to help users understand the current status and make corresponding adjustments.

[0140] Cross-platform compatibility:

[0141] Multi-platform adaptation: Ensure that the user interface layer can run normally on different operating systems (such as Windows, iOS, Android, etc.) and different devices (such as computers, tablets, and mobile phones) and maintain a good user experience;

[0142] Browser compatibility: Supports access from mainstream browsers (such as Chrome, Firefox, and Safari) to avoid abnormal interface display or functional failure due to browser compatibility issues;

[0143] Security:

[0144] Authentication: Provides a strict authentication mechanism to ensure that only authorized users can access the system and perform operations;

[0145] Access control: Set different operation permissions according to the user's role and responsibility to prevent unauthorized access and operation;

[0146] Data encryption: Encrypt user-input data to ensure data security during transmission;

[0147] Scalability:

[0148] Functionality Expansion: As the park's business develops, the user interface layer should be able to easily expand with new functions or modules to meet ever-changing business needs;

[0149] Device expansion: Supports the access and management of new devices, ensuring that users can easily access and operate the system through new devices;

[0150] Maintainability:

[0151] Error handling: If errors or abnormal situations occur during user operation, clear error messages and solutions should be provided to help users quickly locate and resolve the problems;

[0152] Log recording: Records user actions and system operating status, facilitating troubleshooting and performance optimization for administrators.

[0153] In a smart park management platform built upon park information technology infrastructure, establishing a system operation and maintenance team is crucial for ensuring the system's normal operation and upgrades. The following is a summary of the main tasks of this team:

[0154] System monitoring and troubleshooting:

[0155] Real-time monitoring of the system's operational status, including hardware, software, network, and other aspects.

[0156] Detect and handle system failures promptly, including but not limited to service outages, performance degradation, and abnormal access.

[0157] Develop and optimize troubleshooting processes to shorten fault response time and reduce losses.

[0158] Routine management and maintenance:

[0159] Regularly inspect the system to ensure that the hardware and software are in optimal condition.

[0160] Manage system user permissions to ensure system security.

[0161] Back up your system data in case of loss or corruption.

[0162] Update system patches and antivirus software to enhance system security.

[0163] System upgrades and iterations:

[0164] Develop system upgrade and iteration plans based on business needs and technological advancements.

[0165] Responsible for implementing system upgrades and iterations, including testing, deployment, and launch.

[0166] Track the system's operational status after upgrades and iterations to ensure system stability and performance.

[0167] Technical support and training:

[0168] Provide technical support to users within the park and answer questions they encounter while using the system.

[0169] Regular technical training is provided to users within the park to improve their operational skills.

[0170] Maintain contact with external technology vendors to obtain the latest technical support and solutions.

[0171] Safety Management:

[0172] Develop and implement system security policies to ensure the security and integrity of system data.

[0173] Monitor and prevent security threats such as cyberattacks and virus intrusions.

[0174] Conduct regular system security assessments to promptly identify and resolve potential security issues.

[0175] Performance optimization:

[0176] Perform performance analysis and optimization on the system to improve its response speed and processing capacity.

[0177] Optimize system functions and interface design based on business needs to improve user experience.

[0178] Track changes in system performance and take necessary optimization measures in a timely manner.

[0179] Document management and knowledge base construction:

[0180] Compile and update system operation manuals, troubleshooting guides, and other documents.

[0181] Establish and maintain a system knowledge base to facilitate team members' access and learning.

[0182] Regularly share technical knowledge and experience to improve the technical skills of team members.

[0183] Please note that the above tasks are only part of the work of the system operation and maintenance team. The specific task division and work content may vary depending on factors such as the size of the park, business needs, and technical environment.

[0184] Although embodiments of the invention have been shown and described, it will be understood by those skilled in the art that various changes, modifications, substitutions and alterations can be made to these embodiments without departing from the principles and spirit of the invention, the scope of which is defined by the appended claims and their equivalents.

Claims

1. A smart park management platform based on park information technology construction, characterized in that, This platform integrates advanced technologies such as the Internet of Things, cloud computing, and big data to achieve informatization and intelligentization of various management tasks within the park, specifically including: a. Park infrastructure management function, which can monitor and manage the roads, greening, lighting, water supply and drainage infrastructure in the park in real time to ensure the normal operation and maintenance of the park infrastructure; b. Energy management function, which can monitor and analyze the use of energy such as electricity, water and gas in the park in real time, and realize the rational allocation of energy and energy conservation and emission reduction through data analysis and prediction; c. Security management function: This function realizes comprehensive monitoring and security of the park through security equipment such as video surveillance, access control system, and alarm system, and uses big data and artificial intelligence technology to intelligently analyze the flow of people and vehicles in the park; d. Property management function, which provides unified management and maintenance of property facilities within the park, convenient repair and complaint services, and utilizes mobile Internet technology to realize the mobility and convenience of property management services; e. Investment promotion management function: This function provides park enterprises with investment promotion information release, enterprise entry consultation, policy interpretation services, and provides park enterprises with accurate market analysis and marketing strategy suggestions through data analysis and mining.

2. The smart park management platform based on park information technology construction according to claim 1, characterized in that, The platform's technical architecture comprises five parts: a data acquisition layer, a data storage layer, a data processing layer, an application service layer, and a user interface layer. A) The data acquisition layer collects various data within the park in real time through various sensors and devices; B). The data storage layer utilizes cloud computing technology to achieve centralized data storage and management; C). The data processing layer utilizes big data and artificial intelligence technologies to perform in-depth mining and analysis of the collected data; D). The application service layer provides various management and service applications based on business needs; E). The user interface layer provides users with a convenient and user-friendly operating interface.

3. The smart park management platform based on park information technology construction according to claim 2, characterized in that, Before implementation, the platform also includes the following steps: 1) Define project requirements and objectives, form a project team, and develop a project implementation plan; 2) Conduct in-depth research on enterprises in the park to understand their actual needs and management pain points; 3) Based on the survey results, develop a detailed platform design plan, including functional design and technical architecture design; 4) Develop and test the system according to the design plan; 5) Deploy the developed system within the park for trial operation and debugging; 6) Establish a system operation and maintenance team to ensure the normal operation and upgrade iteration of the system.

4. A smart park management platform based on park information technology construction according to claim 3, characterized in that, The data processing layer utilizes big data and artificial intelligence technologies for in-depth data mining and analysis. Its core operating parameters mainly include data collection and integration, big data processing, application of artificial intelligence technologies in big data processing, data processing efficiency and performance, and data security and privacy protection. Big data processing includes data storage, data processing, and data mining. The application of artificial intelligence technologies includes machine learning, deep learning, natural language processing, data processing efficiency and performance, computing resource optimization, load balancing, and real-time performance. Data security and privacy protection includes data encryption, access control, and data anonymization.

5. A smart park management platform based on park information technology construction according to claim 4, characterized in that, The application service layer provides various management and service applications according to business needs, and its operating parameters mainly involve the following aspects: Response speed: The service layer ensures a rapid response to various management and service requests to meet the real-time needs of different user groups within the park. Concurrency processing capability: The service layer needs to support high-concurrency user access to ensure that the system can still run stably without performance bottlenecks when multiple users in the park make requests at the same time. Design a reasonable load balancing mechanism to ensure that requests can be evenly distributed across all service nodes; Service availability: The service layer employs technologies such as disaster recovery backup and redundant deployment to improve service availability; Service security: The service layer employs technologies such as data encryption, access control, and security auditing to ensure service security. Customization of services: The service layer allows users to configure and customize the management and service applications they need according to their own requirements; Service scalability: The service layer has good scalability and can continuously expand new management and service applications as the business within the park develops; Modular design and microservice architecture are used to improve system scalability. Service maintainability: The service layer allows operations and maintenance personnel to remotely monitor and manage system status, quickly locate and resolve problems; Service integration capabilities: The service layer provides standard API interfaces and protocol support, facilitating interface and integration with other systems.

6. A smart park management platform based on park information technology construction according to claim 5, characterized in that, The operating parameters of the user interface layer mainly include interface design, interaction design, cross-platform compatibility, browser compatibility, security, scalability, and maintainability. The interface design includes intuitiveness and customization; the interaction design includes usability, consistency, and feedback; the security includes authentication, permission management, and data encryption; the scalability includes functional expansion and device expansion; and the maintainability includes error handling and logging.

7. A smart park management platform based on park information technology construction according to claim 6, characterized in that, In the steps of establishing a system operation and maintenance team, the team's main tasks include system monitoring and troubleshooting, daily management and maintenance, system upgrades and iterations, technical support and training, security management, performance optimization, and document management and knowledge base construction.