Urban intelligent platform based on artificial intelligence

Abstract

The invention discloses an urban intelligent platform based on artificial intelligence. The urban intelligent platform comprises an application management platform, a data management platform and a cloud management platform, the management platform is used for being responsible for capability sharing, business cooperative work and basic component capability platform construction; the data management platform is used for collecting, governing, fusing and sharing urban data, and department data is governed according to a unified standard, then converged to a department data pool and upwards converged to a unified data lake; and the cloud management platform is used for constructing a cloud access adaptation engine municipal collaborative service node, acquiring cloud resource information and then uploading data to the cloud management platform. According to the invention, by integrating components, data and infrastructure resources, integrated construction of the smart city is promoted; by fusing system data of all industries of a city and combining with a geographic information model, city managers are helped to master city operation situations and signs in real time, and the city operation management level is continuously optimized.

Description

Technical Field

[0001] The present invention relates to the technical field of artificial intelligence smart platforms, and in particular to an artificial intelligence-based city smart platform. Background Art

[0002] With the acceleration of economic development and urbanization, the stable operation of cities has put forward higher requirements for resource planning, urban management, public services, etc. Informatization construction has accumulated a large amount of valuable data on urban operation and management, and has the conditions for building a smart city brain.

[0003] The insufficiency of existing technologies is that, compared with the rapid development of cities, there is still a certain gap between the current status of urban informatization and future development requirements, which to some extent restricts the high-quality development of cities. This is specifically reflected in the following aspects:

[0004] 1. Insufficient integration and utilization of data resources

[0005] At this stage, various units have not yet conducted in-depth analysis of the data resources generated in the course of performing their duties, and have not yet formed a complete and comprehensive data resource catalog. The ability to comprehensively utilize data needs to be improved.

[0006] 2. Weak network architecture support capabilities

[0007] The equipment lacks site redundancy. When a single site has a problem, the entire business will be paralyzed, seriously affecting office and transaction processing.

[0008] 3. Insufficient information security protection

[0009] The data security assurance technology system and management system are still imperfect. There is a lack of unified data classification standards and rules. There is a lack of security management measures for the entire process from data collection, transmission, storage, sharing, exchange, use to destruction. There is a lack of security supervision and monitoring mechanism for the entire process of data sharing and exchange. The data access, approval and sharing process mechanism is still not sound, and there are still risks in data sharing, exchange and data utilization. Summary of the invention

[0010] The purpose of the present invention is to overcome the shortcomings of the prior art. To achieve the above purpose, an urban intelligence platform based on artificial intelligence is adopted to solve the problems raised in the above background technology.

[0011] An AI-based city intelligence platform, including a user management platform, a data management platform, and a cloud management platform;

[0012] The management platform is responsible for capability sharing, business collaboration and basic component capability platform construction;

[0013] The data management platform is responsible for the collection, management, integration, and sharing of urban data. Department data is managed according to unified standards and aggregated to the department data pool, and then aggregated to the upper-level data pool;

[0014] The cloud management platform is used to build a city-level collaborative service node for the cloud access adaptation engine. After obtaining cloud resource information, the data is uploaded to the upper-level cloud access management platform.

[0015] As a further solution of the present invention: the technical architecture of the smart platform includes virtualized management and utilization of hardware and network resources based on the cloud platform, an infrastructure layer that supports the dynamics of the upper-level software system, a data layer that realizes the aggregation, processing, storage, management and computational analysis of big data, a platform layer together with data and upper-level applications, and various application supports based on the city big data and capability platform layer, providing users with an application layer of functional applications, information release, shared services and interfaces. Through comprehensive virtualized management and efficient use of resources, the system flexibility and response speed are significantly improved, the operation and maintenance costs are reduced, and a solid technical support is provided for the construction of smart cities.

[0016] As a further solution of the present invention: the user management platform includes a component library and a component system, and the user management platform is arranged at the application layer, which promotes the rapid integration and innovation of business and technology, accelerates the application development cycle, and enhances the scalability and maintainability of the system.

[0017] As a further solution of the present invention: the component library includes business, artificial intelligence component library, and technical component library, which provides rich component resources for application requirements in different scenarios, improves development efficiency and quality, and promotes rapid deployment and iteration of intelligent applications.

[0018] As a further solution of the present invention: the component system includes a component management module, a component debugging and development module, a system cross-network service module, and a component capability hosting submodule, which ensures efficient collaborative operation and flexible configuration of components and provides a strong guarantee for the stable operation of complex systems.

[0019] As a further solution of the present invention: the data management platform includes a cockpit module, a data sharing module, a data pool, a data lake, and a unified data tool module, and the data management platform is set at the data layer. It realizes the comprehensive integration and in-depth mining of data resources, provides accurate data support for decision-making, and promotes the maximum utilization of information resources.

[0020] As a further solution of the present invention: the cloud management platform includes a cloud data center and an external network, and the cloud management platform is set at the infrastructure layer, ensuring the high availability, security and scalability of the system, and providing a stable and reliable operating environment for various services of the smart city.

[0021] Compared with the prior art, the present invention has the following technical effects:

[0022] By adopting the above-mentioned technical solutions and deepening the application of data, we can promote data integration, openness and sharing; integrate feedback channels to realize automatic replies to consultation events and automatic generation of work orders for handling events, improve handling efficiency and increase public satisfaction; grasp the city's operating status and signs in real time, continuously optimize the level of urban operation management, and combine with geographic information models to present users with what-you-see-is-what-you-get visualization services. BRIEF DESCRIPTION OF THE DRAWINGS

[0023] The specific embodiments of the present invention are described in detail below in conjunction with the accompanying drawings:

[0024] Figure 1 This is a schematic diagram of the structure of the city smart platform of the embodiment disclosed in this application;

[0025] Figure 2 A schematic diagram of the technical architecture of the disclosed embodiment of the present application. DETAILED DESCRIPTION

[0026] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0027] Please refer to Figure 1 ,In an embodiment of the present invention, an urban smart platform based on artificial intelligence includes a user management platform, a data management platform, and a cloud management platform;

[0028] The management platform is responsible for capability sharing, business collaboration, and the construction of the basic component capability platform;

[0029] The data management platform is responsible for the collection, management, integration, and sharing of urban data. Department data is managed according to unified standards and aggregated to the department data pool, and then aggregated to the upper-level data pool;

[0030] The cloud management platform is used to build a city-level collaborative service node for the cloud access adaptation engine. After obtaining cloud resource information, the data is uploaded to the upper-level cloud access management platform.

[0031] In this embodiment, the technical architecture of the smart platform includes virtualized management and utilization of hardware and network resources based on the cloud platform, an infrastructure layer that supports the dynamics of the upper-layer software system, a data layer that realizes the aggregation, processing, storage, management and computational analysis of big data, a platform layer that combines data and upper-layer applications, and various application supports based on the city big data and capability platform layer, providing users with functional applications, information release, shared services and interface application layers. Through comprehensive virtualized management and efficient resource utilization, the system flexibility and response speed are significantly improved, the operation and maintenance costs are reduced, and solid technical support is provided for the construction of smart cities.

[0032] In this embodiment, the user management platform includes a component library and a component system, and the user management platform is arranged at the application layer, which promotes the rapid integration and innovation of business and technology, accelerates the application development cycle, and enhances the scalability and maintainability of the system.

[0033] Specifically, by building a unified component library for a highly versatile, scalable, and forward-looking management platform, we can fully refine the common service capabilities in the business field, conduct unified development, deployment, and use, achieve full sharing and use of resources, reduce duplicate development of common businesses, and help business systems achieve rapid development and iteration through collaboration between businesses, solve common problems such as rapidly changing demands and complex business logic in the construction of various business systems, and provide support for the construction of various application scenarios in the city.

[0034] In this embodiment, the component library includes business, artificial intelligence component library, and technical component library, which provides rich component resources for application needs in different scenarios, improves development efficiency and quality, and promotes the rapid deployment and iteration of intelligent applications.

[0035] In this embodiment, the component system includes a component management module, a component debugging and development module, a system cross-network service module, and a component capability hosting submodule, which ensures efficient collaborative operation and flexible configuration of components, and provides a strong guarantee for the stable operation of complex systems.

[0036] Specifically, the component management module is the full life cycle management of component services. It provides full-process control from five dimensions, including "access, management, monitoring, support, and security", around components for component providers, including open access services, component management, security testing, and operation monitoring.

[0037] The system cross-network service module is mainly divided into three core engines: SDK generation, sample generation, and version management;

[0038] The component capability hosting submodule is for the management of component services. It mainly displays various development component services to users and provides management of various services, including server management, management of component services themselves, and status monitoring of servers and components.

[0039] In this embodiment, the data management platform includes a cockpit module, a data sharing module, a data pool, a data lake, and a unified data tool module, and the data management platform is set at the data layer. It realizes the comprehensive integration and in-depth mining of data resources, provides accurate data support for decision-making, and promotes the maximum utilization of information resources.

[0040] By building a data management platform, data resources are collected, integrated, cleaned and managed according to the data requirements of the data management platform, and various types of data resources are collected, managed and shared, and standard specifications for data sharing and exchange are established;

[0041] In this embodiment, the cloud management platform includes a cloud data center and an external network, and the cloud management platform is set at the infrastructure layer. Specifically, on the cloud infrastructure, multi-cloud management service components are deployed to achieve unified management of multiple clouds and seamlessly connect with the provincial cloud management platform. By providing multi-cloud access, resource management, operation and maintenance management, operation management, service catalog, process approval and other functions, the multi-cloud management platform can integrate multiple cloud platform resources, optimize the delivery process of cloud platform IT services, and improve the management efficiency of cloud platforms in a multi-cloud environment.

[0042] Although the embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that various changes, modifications, substitutions and variations may be made to the embodiments without departing from the principles and spirit of the present invention. The scope of the present invention is defined by the appended claims and their equivalents, and all should be included in the scope of protection of the present invention.

Claims

1. An artificial intelligence-based city intelligence platform, characterized in that: Including user management platform, data management platform, and cloud management platform; The management platform is responsible for capability sharing, business collaboration and basic component capability platform construction; The data management platform is responsible for the collection, management, integration, and sharing of urban data. Department data is managed according to unified standards and aggregated to the department data pool, and then aggregated to the upper-level data pool; The cloud management platform is used to build a city-level collaborative service node for the cloud access adaptation engine. After obtaining cloud resource information, the data is uploaded to the upper-level cloud access management platform.

2. According to claim 1, an artificial intelligence-based city intelligence platform is characterized in that: The technical architecture of the smart platform includes a cloud platform-based virtualization management and utilization of hardware and network resources, an infrastructure layer that supports the dynamics of upper-level software systems, a data layer that realizes the aggregation, processing, storage, management and computational analysis of big data, a platform layer together with data and upper-level applications, and an application layer that provides users with functional applications, information release, shared services and interfaces based on various application supports provided by the city's big data and capability platform layer.

3. According to claim 2, an artificial intelligence-based city intelligence platform is characterized in that: The user management platform includes a component library and a component system, and the user management platform is arranged in the application layer.

4. According to claim 3, an artificial intelligence-based city intelligence platform is characterized in that: The component library includes business, artificial intelligence component library, and technical component library.

5. According to the artificial intelligence-based city intelligence platform of claim 1, it is characterized in that: The component system includes a component management module, a component debugging and development module, a system cross-network service module, and a component capability hosting submodule.

6. According to claim 2, an artificial intelligence-based city intelligence platform is characterized in that: The data management platform includes a cockpit module, a data sharing module, a data pool, a data lake, and a unified data tool module, and the data management platform is set at the data layer.

7. According to claim 2, an artificial intelligence-based city intelligence platform is characterized in that: The cloud management platform includes a cloud data center and an external network, and the cloud management platform is arranged at the infrastructure layer.

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