


技术领域technical field
本发明涉及城市安全风险预警智能安防技术领域,具体涉及一种城市安全风险智能化防控方法及系统。The invention relates to the field of urban safety risk early warning intelligent security technology, in particular to an urban safety risk intelligent prevention and control method and system.
背景技术Background technique
现阶段,随着我国城市化进程明显加快,城市人口、功能和规模不断扩大,发展方式、产业结构和区域布局发生了深刻变化,城市运行系统日益复杂,安全风险不断增大;随着新型城镇化、新型工业化速度加快,我国城市规模越来越大,流动人口多、高层建筑密集、经济产业集聚等特征日渐明显,城市已成为一个复杂的社会机体和巨大的运行系统,存在多种城市安全新兴风险、传统产业风险、区域风险以及风险积聚滋生、复杂多变、易发多发等问题;如何构建安全风险监测网、如何进行城市安全风险监测感知数据的流动、共享和传输、如何为预警业务应用提供数据支撑、如何进行城市安全风险综合监测防控等问题尚待解决;因此,有必要提出一种城市安全风险智能化防控方法及系统,以至少部分地解决现有技术中存在的问题。At this stage, with the obvious acceleration of urbanization in China, the urban population, function and scale continue to expand, the development mode, industrial structure and regional layout have undergone profound changes, the urban operating system has become increasingly complex, and safety risks have continued to increase; The speed of modernization and new-type industrialization is accelerating. The scale of China's cities is becoming larger and larger. The characteristics of large floating population, dense high-rise buildings, and economic and industrial agglomeration are becoming more and more obvious. The city has become a complex social body and a huge operating system. Issues such as emerging risks, traditional industry risks, regional risks, and risk accumulation, complexity, and frequent occurrence; how to build a safety risk monitoring network, how to flow, share and transmit urban safety risk monitoring and perception data, and how to provide early warning services Problems such as data support provided by the application and how to carry out comprehensive monitoring and control of urban security risks have yet to be resolved; therefore, it is necessary to propose an intelligent prevention and control method and system for urban security risks to at least partially solve the problems existing in the existing technology .
发明内容Contents of the invention
在发明内容部分中引入了一系列简化形式的概念,这将在具体实施方式部分中进一步详细说明;本发明的发明内容部分并不意味着要试图限定出所要求保护的技术方案的关键特征和必要技术特征,更不意味着试图确定所要求保护的技术方案的保护范围。A series of concepts in simplified form are introduced in the summary of the invention, which will be further explained in the specific embodiment; Technical features, not to mention trying to determine the scope of protection of the claimed technical solution.
为至少部分地解决上述问题,本发明提供了一种城市安全风险智能化防控方法,包括:In order to at least partially solve the above problems, the present invention provides an intelligent prevention and control method for urban security risks, including:
S100:通过城市安全感知网,感知监测分析评估城市多类型耦合风险,构建物联感知一体的立体化安全风险监测网,获取城市安全风险监测感知数据;S100: Through the urban security awareness network, sensory monitoring, analysis and evaluation of multiple types of coupling risks in the city, build a three-dimensional security risk monitoring network integrating IoT perception, and obtain urban security risk monitoring and perception data;
S200:通过信号覆盖前端物联网感知网络及信息交换共享传输网络,进行城市安全风险监测感知数据的流动、共享和共用基础数据传输,获取城市安全风险监测感知动态共用数据;S200: Through signal coverage of the front-end Internet of Things perception network and information exchange shared transmission network, the flow, sharing and common basic data transmission of urban security risk monitoring and perception data is carried out, and the dynamic sharing data of urban security risk monitoring and perception is obtained;
S300:根据城市安全风险监测感知动态共用数据进行多行业数据分布汇聚与多领域数据深度处理,为综合监测预警业务应用提供数据支撑,获取城市安全风险监测感知处理数据;S300: Perform multi-industry data distribution aggregation and multi-field data in-depth processing according to the dynamic shared data of urban security risk monitoring and perception, provide data support for comprehensive monitoring and early warning business applications, and obtain urban security risk monitoring and perception processing data;
S400:根据城市安全风险监测感知处理数据,调用多类型底层数据基础服务信息,进行城市安全风险综合监测预警处置智能化防控;通过多种前端展示城市安全风险综合监测预警处置智能化防控信息。S400: According to the perception and processing data of urban security risk monitoring, call multi-type underlying data basic service information, and carry out intelligent prevention and control of comprehensive monitoring, early warning and disposal of urban security risks; display intelligent prevention and control information of comprehensive monitoring, early warning and disposal of urban security risks through various front-ends .
可选的,所述S100包括:Optionally, the S100 includes:
S101:通过城市安全感知网,进行城市安全风险点、城市安全风险线与城市安全风险面的立体空间模拟结合,感知监测城市多类型耦合风险;S101: Through the city safety perception network, carry out the three-dimensional spatial simulation combination of city safety risk points, city safety risk lines and city safety risk surfaces, and perceive and monitor the multi-type coupling risks of cities;
S102:对城市多类型耦合风险数据进行安全风险评估,基于安全风险评估结果对现有城市安全运行监测感知网进行监测漏洞发现填补和感知网络末梢立体延伸;通过气象监测物联感知、地质监测物联感知、环境监测物联感知、地下基础设施监测及地上基础设施监测物联感知,构建物联感知一体的立体化安全风险监测网;S102: Carry out security risk assessment on the multi-type coupling risk data of the city, and based on the security risk assessment results, detect and fill the monitoring loopholes in the existing urban security operation monitoring perception network and extend the three-dimensional extension of the end of the perception network; IoT sensing, environmental monitoring IoT sensing, underground infrastructure monitoring and ground infrastructure monitoring IoT sensing, building a three-dimensional security risk monitoring network integrating IoT sensing;
S103:通过立体化安全风险监测网对城市生命线风险、公共安全风险、生产安全风险和自然灾害风险进行全方位信息感知;进行网络联防、技术联防及物理联防的信息数据融合;获取城市安全风险监测感知数据。S103: Through the three-dimensional safety risk monitoring network, conduct comprehensive information perception of urban lifeline risks, public safety risks, production safety risks and natural disaster risks; carry out information and data fusion of network joint defense, technical joint defense and physical joint defense; obtain urban safety risk monitoring sense data.
可选的,所述S200包括:Optionally, the S200 includes:
S201:依托各地政务云资源,通过信号覆盖连接各地终端通信网络,建立信号覆盖前端物联网感知网络;S201: Relying on local government affairs cloud resources, connect local terminal communication networks through signal coverage, and establish a signal coverage front-end IoT sensing network;
S202:通过安全信息交换机连接各地政务网、互联网、各地专网及移动网络,建立信息交换共享传输网络;S202: Connect local government affairs networks, the Internet, local private networks, and mobile networks through secure information switches, and establish an information exchange and sharing transmission network;
S203:建立信息安全屏障级别;根据信息安全屏障级别,进行城市安全风险监测感知数据的流动、共享和共用基础数据传输,获取城市安全风险监测感知动态共用数据。S203: Establish the level of information security barrier; according to the level of information security barrier, carry out the flow, sharing and shared basic data transmission of urban security risk monitoring and perception data, and obtain dynamic shared data of urban security risk monitoring and perception.
可选的,所述S300包括:Optionally, the S300 includes:
S301:根据城市安全风险监测感知动态共用数据进行多行业数据分布汇聚与多领域数据深度处理;多行业数据分布汇聚包括:通过多行业分布式数据采集,基于多行业分布式服务框架,进行多行业数据接入转换,进行多行业数据分布汇聚;通过政务云大数据处理及分布式深度神经网络数据融合,进行多行业数据深度融合处理,实现多源异构数据的多领域数据深度处理;S301: Perform multi-industry data distribution aggregation and multi-field data in-depth processing according to the dynamic shared data of urban safety risk monitoring and perception; Data access conversion, multi-industry data distribution and aggregation; through government cloud big data processing and distributed deep neural network data fusion, multi-industry data deep fusion processing is carried out, and multi-field data deep processing of multi-source heterogeneous data is realized;
S302:为综合监测预警业务应用提供数据支撑;数据支撑包括:城市安全数据汇聚、城市安全数据存储、城市安全数据治理、城市安全数据计算和城市安全专题数据库;S302: Provide data support for comprehensive monitoring and early warning business applications; data support includes: city safety data aggregation, city safety data storage, city safety data governance, city safety data calculation and city safety special database;
S303:根据综合监测预警业务应用产生数据及多领域数据深度处理,获取城市安全风险监测感知处理数据。S303: According to the data generated by the comprehensive monitoring and early warning business application and the in-depth processing of multi-field data, obtain the urban safety risk monitoring perception processing data.
可选的,所述S400包括:Optionally, the S400 includes:
S401:根据城市安全风险监测感知处理数据,建立标准化城市安全运行特征指标体系;建立标准化城市安全运行特征指标体系包括:通过城市运行安全运行特征、风险态势指标、行业风险分类、专题风险维度体系,获取重点行业风险的基础信息、地理分布信息及实时风险态势信息,建立标准化城市安全运行特征指标体系;S401: According to the urban safety risk monitoring, perception and processing data, establish a standardized urban safety operation characteristic index system; establish a standardized urban safety operation characteristic index system including: through the city operation safety operation characteristics, risk situation indicators, industry risk classification, thematic risk dimension system, Obtain the basic information, geographical distribution information and real-time risk situation information of key industry risks, and establish a standardized indicator system for urban safe operation characteristics;
S402:根据标准化城市安全运行特征指标体系,调用多类型底层数据基础服务信息,进行城市安全风险综合监测预警处置;根据城市安全风险综合监测预警处置,进行多主体预警、城区城际大范围联动及应急管理协同防控,建立城市安全保障体系;实现城市安全风险综合监测预警处置智能化防控;城市安全风险综合监测预警处置包括:安全风险监测、安全风险分析预警及安全风险联动处置;S402: According to the standardized index system of urban safety operation characteristics, call multi-type underlying data basic service information to carry out comprehensive monitoring, early warning and disposal of urban safety risks; according to the comprehensive monitoring and early warning disposal of urban safety risks, carry out multi-subject early warning, inter-city large-scale linkage and Emergency management coordinates prevention and control, and establishes an urban safety guarantee system; realizes intelligent prevention and control of comprehensive monitoring, early warning and disposal of urban safety risks; comprehensive monitoring, early warning and disposal of urban safety risks include: safety risk monitoring, safety risk analysis and early warning, and joint disposal of safety risks;
S403:将城市安全风险综合监测预警处置智能防控信息转换为多种前端显示所需类型信息,通过多种前端展示城市安全风险智能化防控信息。S403: Convert the intelligent prevention and control information of comprehensive monitoring, early warning and disposal of urban security risks into various types of information required for front-end display, and display the intelligent prevention and control information of urban security risks through various front-ends.
本发明一种城市安全风险智能化防控系统,包括:The present invention is an intelligent prevention and control system for urban safety risks, comprising:
城市安全风险监测感知层分系统:通过城市安全感知网,感知监测分析评估城市多类型耦合风险,构建物联感知一体的立体化安全风险监测网,获取城市安全风险监测感知数据;Urban safety risk monitoring and perception layered system: through the city safety perception network, perception monitoring analysis and evaluation of multi-type coupling risks in the city, building a three-dimensional safety risk monitoring network integrating IoT perception, and obtaining urban safety risk monitoring perception data;
交换共享网络传输层分系统:通过信号覆盖前端物联网感知网络及信息交换共享传输网络,进行城市安全风险监测感知数据的流动、共享和共用基础数据传输,获取城市安全风险监测感知动态共用数据;Exchange sharing network transmission layer sub-system: through the signal coverage front-end IoT perception network and information exchange sharing transmission network, the flow, sharing and common basic data transmission of urban security risk monitoring and perception data is carried out, and the dynamic sharing data of urban security risk monitoring and perception is obtained;
汇聚支撑数据服务层分系统:根据城市安全风险监测感知动态共用数据进行多行业数据分布汇聚与多领域数据深度处理,为综合监测预警业务应用提供数据支撑,获取城市安全风险监测感知处理数据;Aggregation support data service layered system: According to the dynamic shared data of urban security risk monitoring and perception, multi-industry data distribution aggregation and multi-field data in-depth processing are performed, providing data support for comprehensive monitoring and early warning business applications, and obtaining urban security risk monitoring and perception processing data;
风险监测应用系统层分系统:根据城市安全风险监测感知处理数据,调用多类型底层数据基础服务信息,进行城市安全风险综合监测预警处置智能化防控;通过多种前端展示城市安全风险综合监测预警处置智能化防控信息。Risk monitoring application system layered system: According to the perception and processing data of urban security risk monitoring, call multi-type underlying data basic service information, and carry out intelligent prevention and control of urban security risk comprehensive monitoring, early warning and disposal; display comprehensive urban security risk comprehensive monitoring and early warning through various front-ends Handle intelligent prevention and control information.
可选的,所述城市安全风险监测感知层分系统包括:Optionally, the city safety risk monitoring perception layered system includes:
城市安全感知网子系统:通过城市安全感知网,进行城市安全风险点、城市安全风险线与城市安全风险面的立体空间模拟结合,感知监测城市多类型耦合风险;Urban safety awareness network subsystem: Through the urban safety awareness network, the three-dimensional space simulation combination of urban safety risk points, urban safety risk lines and urban safety risk surfaces is performed to sense and monitor the multi-type coupling risks of cities;
漏洞填补感知延伸子系统:对城市多类型耦合风险数据进行安全风险评估,基于安全风险评估结果对现有城市安全运行监测感知网进行监测漏洞发现填补和感知网络末梢立体延伸;通过气象监测物联感知、地质监测物联感知、环境监测物联感知、地下基础设施监测及地上基础设施监测物联感知,构建物联感知一体的立体化安全风险监测网;Vulnerability filling perception extension subsystem: conduct security risk assessment on multi-type coupling risk data of the city, and based on the security risk assessment results, monitor the existing urban safety operation monitoring perception network to find and fill the gaps and sense the three-dimensional extension of the end of the network; Sensing, geological monitoring IoT sensing, environmental monitoring IoT sensing, underground infrastructure monitoring and ground infrastructure monitoring IoT sensing, building a three-dimensional safety risk monitoring network integrating IoT sensing;
融合立体感知监测子系统:通过立体化安全风险监测网对城市生命线风险、公共安全风险、生产安全风险和自然灾害风险进行全方位信息感知;进行网络联防、技术联防及物理联防的信息数据融合;获取城市安全风险监测感知数据。Integrated three-dimensional perception and monitoring subsystem: through the three-dimensional safety risk monitoring network, comprehensive information perception of urban lifeline risks, public safety risks, production safety risks and natural disaster risks; information and data fusion of network joint defense, technical joint defense and physical joint defense; Obtain urban safety risk monitoring and perception data.
可选的,所述交换共享网络传输层分系统包括:Optionally, the switching and sharing network transport layer subsystem includes:
政务云信号覆盖物联子系统:依托各地政务云资源,通过信号覆盖连接各地终端通信网络,建立信号覆盖前端物联网感知网络;Government cloud signal coverage IoT subsystem: relying on local government cloud resources, connect to terminal communication networks in various places through signal coverage, and establish a signal coverage front-end IoT sensing network;
信息交换共享传输子系统:通过安全信息交换机连接各地政务网、互联网、各地专网及移动网络,建立信息交换共享传输网络;Information exchange and sharing transmission subsystem: connect local government affairs networks, the Internet, local private networks and mobile networks through secure information switches, and establish an information exchange and sharing transmission network;
安全屏障动态共用子系统:建立信息安全屏障级别;根据信息安全屏障级别,进行城市安全风险监测感知数据的流动、共享和共用基础数据传输,获取城市安全风险监测感知动态共用数据。Security barrier dynamic sharing subsystem: establish information security barrier levels; perform urban security risk monitoring and perception data flow, sharing and shared basic data transmission according to information security barrier levels, and obtain urban security risk monitoring and perception dynamic sharing data.
可选的,所述汇聚支撑数据服务层分系统包括:Optionally, the aggregation support data service layer system includes:
汇聚数据深度处理子系统:根据城市安全风险监测感知动态共用数据进行多行业数据分布汇聚与多领域数据深度处理;多行业数据分布汇聚包括:通过多行业分布式数据采集,基于多行业分布式服务框架,进行多行业数据接入转换,进行多行业数据分布汇聚;通过政务云大数据处理及分布式深度神经网络数据融合,进行多行业数据深度融合处理,实现多源异构数据的多领域数据深度处理;Converged data in-depth processing subsystem: According to the dynamic shared data of urban security risk monitoring and perception, multi-industry data distribution and aggregation and multi-field data in-depth processing; multi-industry data distribution and aggregation include: through multi-industry distributed data collection, based on multi-industry distributed services Framework for multi-industry data access conversion, multi-industry data distribution and aggregation; through government cloud big data processing and distributed deep neural network data fusion, multi-industry data deep fusion processing, to achieve multi-source heterogeneous data multi-field data Advanced processing;
监测预警数据支撑子系统:为综合监测预警业务应用提供数据支撑;数据支撑包括:城市安全数据汇聚、城市安全数据存储、城市安全数据治理、城市安全数据计算和城市安全专题数据库;Monitoring and early warning data support subsystem: provide data support for comprehensive monitoring and early warning business applications; data support includes: city safety data aggregation, city safety data storage, city safety data governance, city safety data calculation and city safety special database;
监测感知处理数据子系统:根据综合监测预警业务应用产生数据及多领域数据深度处理,获取城市安全风险监测感知处理数据。Monitoring perception processing data subsystem: According to the data generated by the comprehensive monitoring and early warning business application and the in-depth processing of multi-field data, the urban safety risk monitoring perception processing data is obtained.
可选的,所述风险监测应用系统层分系统包括:Optionally, the layered system of the risk monitoring application system includes:
城市安全指标体系子系统:根据城市安全风险监测感知处理数据,建立标准化城市安全运行特征指标体系;建立标准化城市安全运行特征指标体系包括:通过城市运行安全运行特征、风险态势指标、行业风险分类、专题风险维度体系,获取重点行业风险的基础信息、地理分布信息及实时风险态势信息,建立标准化城市安全运行特征指标体系;Urban safety index system subsystem: establish a standardized urban safety operation characteristic index system based on urban safety risk monitoring, perception and processing data; establish a standardized urban safety operation characteristic index system including: through urban operation safety operation characteristics, risk situation indicators, industry risk classification, Thematic risk dimension system, obtain the basic information, geographical distribution information and real-time risk situation information of key industry risks, and establish a standardized indicator system for urban safe operation characteristics;
监测预警业务开展子系统:根据标准化城市安全运行特征指标体系,调用多类型底层数据基础服务信息,进行城市安全风险综合监测预警处置;根据城市安全风险综合监测预警处置,进行多主体预警、城区城际大范围联动及应急管理协同防控,建立城市安全保障体系;实现城市安全风险综合监测预警处置智能化防控;城市安全风险综合监测预警处置包括:安全风险监测、安全风险分析预警及安全风险联动处置;Monitoring and early warning business development subsystem: according to the standardized urban safety operation characteristic index system, call multi-type underlying data basic service information, and carry out comprehensive monitoring, early warning and disposal of urban safety risks; International large-scale linkage and emergency management coordinated prevention and control, establish an urban security system; realize intelligent prevention and control of comprehensive monitoring and early warning of urban security risks; comprehensive monitoring and early warning of urban security risks include: security risk monitoring, security risk analysis and early warning, and security risk Joint disposal;
城市安全风险管控子系统:将城市安全风险综合监测预警处置智能防控信息转换为多种前端显示所需类型信息,通过多种前端展示城市安全风险智能化防控信息。Urban security risk management and control subsystem: convert the comprehensive monitoring, early warning, and disposal intelligent prevention and control information of urban security risks into various types of information required for front-end display, and display the intelligent prevention and control information of urban security risks through various front-ends.
相比现有技术,本发明至少包括以下有益效果:Compared with the prior art, the present invention at least includes the following beneficial effects:
本发明提供了一种城市安全风险智能化防控方法及系统,通过城市安全感知网,感知监测分析评估城市多类型耦合风险,构建物联感知一体的立体化安全风险监测网,获取城市安全风险监测感知数据;通过信号覆盖前端物联网感知网络及信息交换共享传输网络,进行城市安全风险监测感知数据的流动、共享和共用基础数据传输,获取城市安全风险监测感知动态共用数据;根据城市安全风险监测感知动态共用数据进行多行业数据分布汇聚与多领域数据深度处理,为综合监测预警业务应用提供数据支撑,获取城市安全风险监测感知处理数据;根据城市安全风险监测感知处理数据,调用多类型底层数据基础服务信息,进行城市安全风险综合监测预警处置智能化防控;通过多种前端展示城市安全风险综合监测预警处置智能化防控信息;多类型底层数据基础服务信息包括:多类型底层数据服务信息、多类型平台服务信息和多类型基础设施服务信息;本发明方案能够适应城市发展方式、促进产业结构和区域布局的合理性及快速变化,提高日益复杂的城市运行系统有序化,大幅降低城市安全风险;更加符合新型城镇化、新型工业化的产业技术发展;能够多层次快速构建城市大规模发展、巨量流动人口、密集高层建筑及集聚经济产业的安全风险智能化防控系统;通过全面多类型感知网络、信号覆盖物联网传输共享、政务云数据处理及安全风险综合监测预警,将现代化城市虚拟与增强现实构建复杂社会机体和综合运行系统,快速感知分析识别城市安全新兴风险、传统产业风险及区域风险,并通过警情分级应急联动处置解决风险积聚滋生、状态复杂多变及问题易发多发的现代化城市安全风险防控问题。The invention provides a method and system for intelligent prevention and control of urban security risks. Through the urban security perception network, perception, monitoring, analysis and evaluation of multi-type coupling risks in the city, a three-dimensional security risk monitoring network integrating IoT perception is constructed to obtain urban security risks. Monitoring and perception data; through signal coverage of the front-end IoT perception network and information exchange shared transmission network, the flow, sharing and common basic data transmission of urban security risk monitoring and perception data can be obtained to obtain dynamic shared data of urban security risk monitoring and perception; according to urban security risk Monitoring perception dynamic shared data for multi-industry data distribution aggregation and multi-field data in-depth processing, providing data support for comprehensive monitoring and early warning business applications, obtaining urban safety risk monitoring perception processing data; according to urban safety risk monitoring perception processing data, call multi-type underlying Data basic service information, intelligent prevention and control of comprehensive monitoring, early warning and disposal of urban security risks; display of intelligent prevention and control information of comprehensive monitoring, early warning and disposal of urban security risks through various front-ends; multi-type underlying data basic service information includes: multi-type underlying data services Information, multi-type platform service information and multi-type infrastructure service information; the scheme of the present invention can adapt to the urban development mode, promote the rationality and rapid change of the industrial structure and regional layout, improve the orderliness of the increasingly complex urban operation system, and greatly reduce the Urban security risks; industrial technology development that is more in line with new urbanization and new industrialization; intelligent security risk prevention and control systems that can rapidly build large-scale urban development, huge floating population, dense high-rise buildings, and agglomeration economic industries at multiple levels; Multi-type sensing network, signal coverage and Internet of Things transmission sharing, government cloud data processing, and comprehensive security risk monitoring and early warning, constructing a complex social body and comprehensive operating system with virtual and augmented reality in a modern city, and quickly sensing and analyzing to identify emerging risks in urban security and traditional industries Risks and regional risks, and solve the problems of risk accumulation and breeding, complex and changeable states, and frequent occurrence of problems in modern cities through joint emergency response to police situations.
本发明所述的一种城市安全风险智能化防控方法及系统,本发明的其它优点、目标和特征将部分通过下面的说明体现,部分还将通过对本发明的研究和实践而为本领域的技术人员所理解。A method and system for intelligent prevention and control of urban safety risks described in the present invention, other advantages, objectives and characteristics of the present invention will be reflected in part through the following descriptions, and in part will also be developed by the research and practice of the present invention. understood by technicians.
附图说明Description of drawings
附图用来提供对本发明的进一步理解,并且构成说明书的一部分,与本发明的实施例一起用于解释本发明,并不构成对本发明的限制。在附图中:The accompanying drawings are used to provide a further understanding of the present invention, and constitute a part of the description, and are used together with the embodiments of the present invention to explain the present invention, and do not constitute a limitation to the present invention. In the attached picture:
图1为本发明所述的一种城市安全风险智能化防控系统框架图。Fig. 1 is a frame diagram of an intelligent prevention and control system for urban safety risks according to the present invention.
图2为本发明所述的一种城市安全风险智能化防控方法步骤图。Fig. 2 is a step diagram of an intelligent prevention and control method for urban safety risks according to the present invention.
图3为本发明所述的一种城市安全风险智能化防控方法一个实施例图。Fig. 3 is a diagram of an embodiment of an intelligent prevention and control method for urban safety risks according to the present invention.
具体实施方式Detailed ways
下面结合附图以及实施例对本发明做进一步的详细说明,以令本领域技术人员参照说明书文字能够据以实施;如图1-3所示,本发明提供了一种城市安全风险智能化防控方法,包括:The present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments, so that those skilled in the art can implement it according to the text of the description; as shown in Figures 1-3, the present invention provides an intelligent prevention and control of urban safety risks methods, including:
S100:通过城市安全感知网,感知监测分析评估城市多类型耦合风险,构建物联感知一体的立体化安全风险监测网,获取城市安全风险监测感知数据;S100: Through the urban security awareness network, sensory monitoring, analysis and evaluation of multiple types of coupling risks in the city, build a three-dimensional security risk monitoring network integrating IoT perception, and obtain urban security risk monitoring and perception data;
S200:通过信号覆盖前端物联网感知网络及信息交换共享传输网络,进行城市安全风险监测感知数据的流动、共享和共用基础数据传输,获取城市安全风险监测感知动态共用数据;S200: Through signal coverage of the front-end Internet of Things perception network and information exchange shared transmission network, the flow, sharing and common basic data transmission of urban security risk monitoring and perception data is carried out, and the dynamic sharing data of urban security risk monitoring and perception is obtained;
S300:根据城市安全风险监测感知动态共用数据进行多行业数据分布汇聚与多领域数据深度处理,为综合监测预警业务应用提供数据支撑,获取城市安全风险监测感知处理数据;S300: Perform multi-industry data distribution aggregation and multi-field data in-depth processing according to the dynamic shared data of urban security risk monitoring and perception, provide data support for comprehensive monitoring and early warning business applications, and obtain urban security risk monitoring and perception processing data;
S400:根据城市安全风险监测感知处理数据,调用多类型底层数据基础服务信息,进行城市安全风险综合监测预警处置智能化防控;通过多种前端展示城市安全风险综合监测预警处置智能化防控信息。S400: According to the perception and processing data of urban security risk monitoring, call multi-type underlying data basic service information, and carry out intelligent prevention and control of comprehensive monitoring, early warning and disposal of urban security risks; display intelligent prevention and control information of comprehensive monitoring, early warning and disposal of urban security risks through various front-ends .
上述技术方案的工作原理及效果为:本发明提供了一种城市安全风险智能化防控方法,通过城市安全感知网,感知监测分析评估城市多类型耦合风险,构建物联感知一体的立体化安全风险监测网,获取城市安全风险监测感知数据;通过信号覆盖前端物联网感知网络及信息交换共享传输网络,进行城市安全风险监测感知数据的流动、共享和共用基础数据传输,获取城市安全风险监测感知动态共用数据;根据城市安全风险监测感知动态共用数据进行多行业数据分布汇聚与多领域数据深度处理,为综合监测预警业务应用提供数据支撑,获取城市安全风险监测感知处理数据;根据城市安全风险监测感知处理数据,调用多类型底层数据基础服务信息,进行城市安全风险综合监测预警处置智能化防控;通过多种前端展示城市安全风险综合监测预警处置智能化防控信息;多类型底层数据基础服务信息包括:多类型底层数据服务信息、多类型平台服务信息和多类型基础设施服务信息;The working principle and effect of the above technical solution are as follows: the present invention provides an intelligent prevention and control method for urban security risks, through the urban security perception network, perception, monitoring, analysis and evaluation of multi-type coupling risks in the city, and the construction of a three-dimensional security system with integrated perception of the Internet of Things Risk monitoring network, to obtain urban safety risk monitoring and perception data; through signal coverage of the front-end IoT perception network and information exchange sharing transmission network, the flow, sharing and sharing of basic data transmission of urban safety risk monitoring and perception data, to obtain urban safety risk monitoring and perception Dynamic sharing of data; based on the dynamic shared data of urban security risk monitoring and perception, multi-industry data distribution aggregation and multi-field data in-depth processing are provided to provide data support for comprehensive monitoring and early warning business applications, and to obtain urban security risk monitoring and perception processing data; according to urban security risk monitoring Perceive and process data, call multi-type underlying data basic service information, and carry out intelligent prevention and control of comprehensive monitoring, early warning and disposal of urban security risks; display intelligent prevention and control information of comprehensive monitoring, early warning and disposal of urban security risks through various front-ends; multi-type underlying data basic services Information includes: multi-type underlying data service information, multi-type platform service information and multi-type infrastructure service information;
在城市信息化基础设施的基础上,利用安全监测传感分布网络,通过政务云、数据存储、传输、服务软硬件资源整合,建立城市风险监测感知网络;城市风险监测感知网络包括:城市生命线感知、城市公共安全感知、生产安全感知、自然灾害感知及城市系统接入感知信息;信息交换共享传输网络通过网络传输层的NB-LOT、无线局域网、传感器网、现场网络、移动网络及专线网络进行城市安全风险监测感知数据的流动、共享和共用基础数据传输,获取城市安全风险监测感知动态共用数据;数据服务层将城市安全风险监测感知动态共用数据进行数据汇聚、数据存储、数据治理、数据计算,构建城市安全专题库,获取城市安全风险监测感知处理数据;城市安全专题库包括:支撑库、业务库、模型库、预案库、知识库;通过风险监测、预警研判及联动处置搭建风险监测应用系统层;风险监测包括:实时监测、地图空间定位、报警条件设置、报警推送、报警处置跟踪及报警分析;预警研判包括:事故预测、风险研判、耦合分析及风险预警;联动处置包括:警情推送发布、分级响应及应急联动;前端展示层通过终端、大屏可视化终端、Web浏览器终端、移动终端及VR/AR虚拟与增强现实终端进行多端同步展示;根据城市安全标准规范体系及城市安全保障体系,搭建城市安全风险综合监测预警处置系统;根据城市安全风险综合监测预警处置系统的监测预警进行警情分级应急联动处置,进行城市安全风险智能化防控;On the basis of urban informatization infrastructure, using the security monitoring sensor distribution network, through the integration of government affairs cloud, data storage, transmission, and service software and hardware resources, an urban risk monitoring and perception network is established; the urban risk monitoring and perception network includes: urban lifeline perception , urban public safety perception, production safety perception, natural disaster perception and urban system access perception information; the information exchange and sharing transmission network is carried out through NB-LOT, wireless local area network, sensor network, field network, mobile network and dedicated line network at the network transmission layer The flow, sharing and shared basic data transmission of urban safety risk monitoring and perception data to obtain dynamic shared data of urban safety risk monitoring and perception; the data service layer performs data aggregation, data storage, data governance and data calculation on the dynamic shared data of urban safety risk monitoring and perception , build the urban security thematic library, and obtain the urban security risk monitoring perception processing data; the urban security thematic library includes: support library, business library, model library, plan library, knowledge base; risk monitoring application is built through risk monitoring, early warning research and judgment, and linkage disposal System layer; risk monitoring includes: real-time monitoring, map spatial positioning, alarm condition setting, alarm push, alarm handling tracking and alarm analysis; early warning research and judgment includes: accident prediction, risk research and judgment, coupling analysis and risk early warning; linkage disposal includes: alarm situation Push release, graded response and emergency linkage; the front-end display layer performs multi-terminal synchronous display through terminals, large-screen visualization terminals, Web browser terminals, mobile terminals, and VR/AR virtual and augmented reality terminals; according to the urban safety standard system and urban security Guarantee system, building a comprehensive monitoring, early warning and disposal system for urban safety risks; according to the monitoring and early warning of the comprehensive monitoring, early warning and disposal system for urban safety risks, carry out emergency linkage disposal by police level and level, and carry out intelligent prevention and control of urban safety risks;
本发明方案能够适应城市发展方式、促进产业结构和区域布局的合理性及快速变化,提高日益复杂的城市运行系统有序化,大幅降低城市安全风险;更加符合新型城镇化、新型工业化的产业技术发展;能够多层次快速构建城市大规模发展、巨量流动人口、密集高层建筑及集聚经济产业的安全风险智能化防控系统;通过全面多类型感知网络、信号覆盖物联网传输共享、政务云数据处理及安全风险综合监测预警,将现代化城市虚拟与增强现实构建复杂社会机体和综合运行系统,快速感知分析识别城市安全新兴风险、传统产业风险及区域风险,并通过警情分级应急联动处置解决风险积聚滋生、状态复杂多变及问题易发多发的现代化城市安全风险防控问题。The solution of the invention can adapt to the urban development mode, promote the rationality and rapid change of the industrial structure and regional layout, improve the orderliness of the increasingly complex urban operation system, and greatly reduce the risk of urban safety; it is more in line with the industrial technology of new urbanization and new industrialization Development; multi-level rapid construction of large-scale urban development, huge floating population, dense high-rise buildings and agglomeration of economic industry security risk intelligent prevention and control system; Comprehensive monitoring and early warning of processing and safety risks, constructing a complex social body and comprehensive operating system with virtual and augmented reality in modern cities, rapid perception analysis and identification of emerging risks of urban safety, traditional industry risks and regional risks, and solving risks through emergency linkage of police classification and emergency response It is a modern city security risk prevention and control problem that accumulates and breeds, the state is complex and changeable, and the problem is prone to occur frequently.
在一个实施例中,所述S100包括:In one embodiment, the S100 includes:
S101:通过城市安全感知网,进行城市安全风险点、城市安全风险线与城市安全风险面的立体空间模拟结合,感知监测城市多类型耦合风险;S101: Through the city safety perception network, carry out the three-dimensional spatial simulation combination of city safety risk points, city safety risk lines and city safety risk surfaces, and perceive and monitor the multi-type coupling risks of cities;
S102:对城市多类型耦合风险数据进行安全风险评估,基于安全风险评估结果对现有城市安全运行监测感知网进行监测漏洞发现填补和感知网络末梢立体延伸;通过气象监测物联感知、地质监测物联感知、环境监测物联感知、地下基础设施监测及地上基础设施监测物联感知,构建物联感知一体的立体化安全风险监测网;S102: Carry out security risk assessment on the multi-type coupling risk data of the city, and based on the security risk assessment results, detect and fill the monitoring loopholes in the existing urban security operation monitoring perception network and extend the three-dimensional extension of the end of the perception network; IoT sensing, environmental monitoring IoT sensing, underground infrastructure monitoring and ground infrastructure monitoring IoT sensing, building a three-dimensional security risk monitoring network integrating IoT sensing;
S103:通过立体化安全风险监测网对城市生命线风险、公共安全风险、生产安全风险和自然灾害风险进行全方位信息感知;进行网络联防、技术联防及物理联防的信息数据融合;获取城市安全风险监测感知数据。S103: Through the three-dimensional safety risk monitoring network, conduct comprehensive information perception of urban lifeline risks, public safety risks, production safety risks and natural disaster risks; carry out information and data fusion of network joint defense, technical joint defense and physical joint defense; obtain urban safety risk monitoring sense data.
上述技术方案的工作原理及效果为:利用安全监测传感分布网络,建立城市风险监测感知网络;通过城市安全感知网,进行城市安全风险点、城市安全风险线与城市安全风险面的立体空间模拟结合,感知监测城市多类型耦合风险;对城市多类型耦合风险数据进行安全风险评估,基于安全风险评估结果对现有城市安全运行监测感知网进行监测漏洞发现填补和感知网络末梢立体延伸;通过气象监测物联感知、地质监测物联感知、环境监测物联感知、地下基础设施监测及地上基础设施监测物联感知,构建物联感知一体的立体化安全风险监测网;通过立体化安全风险监测网对城市生命线风险、公共安全风险、生产安全风险和自然灾害风险进行全方位信息感知;进行网络联防、技术联防及物理联防的信息数据融合;获取城市安全风险监测感知数据;The working principle and effect of the above technical solutions are as follows: use the security monitoring sensor distribution network to establish an urban risk monitoring and perception network; through the urban security perception network, perform three-dimensional space simulation of urban security risk points, urban security risk lines and urban security risk surfaces Combining, perceiving and monitoring the multi-type coupling risk of the city; conducting security risk assessment on the multi-type coupling risk data of the city, and based on the security risk assessment results, the existing urban safety operation monitoring perception network is used to detect and fill in the monitoring loopholes and perceive the three-dimensional extension of the end of the network; through the meteorological Monitoring IoT sensing, geological monitoring IoT sensing, environmental monitoring IoT sensing, underground infrastructure monitoring and ground infrastructure monitoring IoT sensing, building a three-dimensional safety risk monitoring network integrating IoT sensing; through the three-dimensional safety risk monitoring network Conduct comprehensive information perception of urban lifeline risks, public safety risks, production safety risks, and natural disaster risks; carry out information and data fusion of network joint defense, technical joint defense, and physical joint defense; obtain urban safety risk monitoring and perception data;
计算城市多类型耦合风险耦合度值:Calculate the city multi-type coupling risk coupling degree value:
其中,OUCLS表示城市多类型耦合风险耦合度值,UCi表示第i种城市安全风险点风险水平,OLi表示第i种城市安全风险线风险水平,CLi表示第i种城市安全风险面风险指标区间上限,UCj表示第j种城市安全风险点风险水平,OLj表示第j种城市安全风险线风险水平,CLj表示第j种城市安全风险面风险指标区间上限,M表示i与j中的最大值;城市风险监测感知网络包括:城市生命线感知、城市公共安全感知、生产安全感知、自然灾害感知及城市系统接入感知信息;通过计算城市多类型耦合风险耦合度值,可以准确了解多种城市安全风险之间的相互影响程度,进行高效精准的多种城市安全风险应急管理协同防控,显著降低多种城市安全风险的危害程度;能够适应城市发展方式、促进产业结构和区域布局的合理性及快速变化;能够对对城市生命线风险、公共安全风险、生产安全风险和自然灾害风险进行全方位信息感知。Among them, OUCLS represents the coupling degree value of multi-type coupling risk in the city, UCi represents the risk level of the safety risk point of the i-th city, OLi represents the risk level of the i-th city safety risk line, and CLi represents the upper limit of the risk index interval of the i-th city safety risk surface , UCj represents the risk level of the j-th urban safety risk point, OLj represents the risk level of the j-th urban safety risk line, CLj represents the upper limit of the risk index interval of the j-th urban safety risk surface, and M represents the maximum value between i and j; The risk monitoring and perception network includes: city lifeline perception, urban public safety perception, production safety perception, natural disaster perception and urban system access perception information; by calculating the coupling degree value of multi-type coupling risks in cities, it is possible to accurately understand the relationship between various urban security risks. The degree of mutual influence between them can carry out efficient and accurate emergency management of various urban safety risks, and the coordinated prevention and control can significantly reduce the degree of harm of various urban safety risks; it can adapt to the urban development mode and promote the rationality and rapid changes of industrial structure and regional layout. ; Be able to conduct comprehensive information perception on urban lifeline risks, public safety risks, production safety risks and natural disaster risks.
在一个实施例中,所述S200包括:In one embodiment, the S200 includes:
S201:依托各地政务云资源,通过信号覆盖连接各地终端通信网络,建立信号覆盖前端物联网感知网络;S201: Relying on local government affairs cloud resources, connect local terminal communication networks through signal coverage, and establish a signal coverage front-end IoT sensing network;
S202:通过安全信息交换机连接各地政务网、互联网、各地专网及移动网络,建立信息交换共享传输网络;S202: Connect local government affairs networks, the Internet, local private networks, and mobile networks through secure information switches, and establish an information exchange and sharing transmission network;
S203:建立信息安全屏障级别;根据信息安全屏障级别,进行城市安全风险监测感知数据的流动、共享和共用基础数据传输,获取城市安全风险监测感知动态共用数据。S203: Establish the level of information security barrier; according to the level of information security barrier, carry out the flow, sharing and shared basic data transmission of urban security risk monitoring and perception data, and obtain dynamic shared data of urban security risk monitoring and perception.
上述技术方案的工作原理及效果为:利用云处理存储传输;依托各地政务云资源,通过信号覆盖连接各地终端通信网络,建立信号覆盖前端物联网感知网络;通过安全信息交换机连接各地政务网、互联网、各地专网及移动网络,建立信息交换共享传输网络;建立信息安全屏障级别;根据信息安全屏障级别,进行城市安全风险监测感知数据的流动、共享和共用基础数据传输,获取城市安全风险监测感知动态共用数据;各地政务云资源丰富共享效率高,信号覆盖连接各地终端通信网络能够快速大范围进行通信数据传输,通过云处理存储传输服务大幅提高资源整合效率。The working principle and effect of the above technical solutions are as follows: use cloud processing, storage and transmission; rely on local government cloud resources, connect local terminal communication networks through signal coverage, and establish signal coverage front-end IoT perception networks; connect local government affairs networks and the Internet through secure information switches , local private network and mobile network, establish information exchange and sharing transmission network; establish information security barrier level; according to the information security barrier level, carry out the flow, sharing and common basic data transmission of urban security risk monitoring perception data, and obtain urban security risk monitoring perception Dynamic sharing of data; local government cloud resources are abundant and sharing efficiency is high, signal coverage and connection to terminal communication networks in various places can quickly and widely transmit communication data, and the efficiency of resource integration is greatly improved through cloud processing, storage and transmission services.
在一个实施例中,所述S300包括:In one embodiment, the S300 includes:
S301:根据城市安全风险监测感知动态共用数据进行多行业数据分布汇聚与多领域数据深度处理;多行业数据分布汇聚包括:通过多行业分布式数据采集,基于多行业分布式服务框架,进行多行业数据接入转换,进行多行业数据分布汇聚;通过政务云大数据处理及分布式深度神经网络数据融合,进行多行业数据深度融合处理,实现多源异构数据的多领域数据深度处理;S301: Perform multi-industry data distribution aggregation and multi-field data in-depth processing according to the dynamic shared data of urban safety risk monitoring and perception; Data access conversion, multi-industry data distribution and aggregation; through government cloud big data processing and distributed deep neural network data fusion, multi-industry data deep fusion processing is carried out, and multi-field data deep processing of multi-source heterogeneous data is realized;
S302:为综合监测预警业务应用提供数据支撑;数据支撑包括:城市安全数据汇聚、城市安全数据存储、城市安全数据治理、城市安全数据计算和城市安全专题数据库;S302: Provide data support for comprehensive monitoring and early warning business applications; data support includes: city safety data aggregation, city safety data storage, city safety data governance, city safety data calculation and city safety special database;
S303:根据综合监测预警业务应用产生数据及多领域数据深度处理,获取城市安全风险监测感知处理数据。S303: According to the data generated by the comprehensive monitoring and early warning business application and the in-depth processing of multi-field data, obtain the urban safety risk monitoring perception processing data.
上述技术方案的工作原理及效果为:根据城市安全风险监测感知动态共用数据进行多行业数据分布汇聚与多领域数据深度处理;多行业数据分布汇聚包括:通过多行业分布式数据采集,基于多行业分布式服务框架,进行多行业数据接入转换,进行多行业数据分布汇聚;通过政务云大数据处理及分布式深度神经网络数据融合,进行多行业数据深度融合处理,实现多源异构数据的多领域数据深度处理;为综合监测预警业务应用提供数据支撑;数据支撑包括:城市安全数据汇聚、城市安全数据存储、城市安全数据治理、城市安全数据计算和城市安全专题数据库;根据综合监测预警业务应用产生数据及多领域数据深度处理,获取城市安全风险监测感知处理数据;信息交换共享传输网络通过网络传输层的NB-LOT、无线局域网、传感器网、现场网络、移动网络及专线网络进行城市安全风险监测感知数据的流动、共享和共用基础数据传输,获取城市安全风险监测感知动态共用数据;数据服务层将城市安全风险监测感知动态共用数据进行数据汇聚、数据存储、数据治理、数据计算,构建城市安全专题库,获取城市安全风险监测感知处理数据;城市安全专题库包括:支撑库、业务库、模型库、预案库、知识库;The working principle and effect of the above technical solutions are as follows: multi-industry data distribution aggregation and multi-field data in-depth processing are carried out according to the dynamic shared data of urban safety risk monitoring and perception; multi-industry data distribution aggregation includes: through multi-industry distributed data collection, based on multi-industry Distributed service framework, multi-industry data access conversion, multi-industry data distribution and aggregation; through government cloud big data processing and distributed deep neural network data fusion, multi-industry data deep fusion processing, to achieve multi-source heterogeneous data In-depth processing of multi-field data; provide data support for the application of comprehensive monitoring and early warning business; data support includes: urban security data aggregation, urban security data storage, urban security data governance, urban security data calculation and urban security special database; according to comprehensive monitoring and early warning business Application of generated data and deep processing of multi-field data to obtain urban security risk monitoring perception processing data; information exchange and shared transmission network implements urban security through NB-LOT, wireless local area network, sensor network, field network, mobile network and dedicated line network at the network transport layer The flow, sharing and shared basic data transmission of risk monitoring and perception data obtains the dynamic shared data of urban security risk monitoring and perception; the data service layer performs data aggregation, data storage, data governance, data calculation, and construction Urban safety special database, which acquires urban safety risk monitoring, perception and processing data; urban safety special database includes: support database, business database, model database, plan database, and knowledge database;
城市安全数据汇聚,基于分布式服务框架,提供实时大数据处理,实现多源异构数据的标准化加工处理:城市安全数据存储,基于大数据存储技术,实现结构化、半结构化以及非结构化数据的存储,满足不同数据资源池数据入库需要,建立贯穿接入、存储、使用及迁移环节的数据全生命周期管理长效机制;城市安全数据治理,利用跨行业的数据,打造综合分析类算法,建立有效数据提取转换等数据处理模型,对元数据、数据标准、数据质量、数据集成及数据资产进行管理;城市安全数据计算,通过数据查询引擎、计算引擎、资源管理、集群管理及容器编排处理,实现数据的管理和计算,对涉及城市运行安全的相关数据进行智能化分析、评估、处理和辅助决策;城市安全专题数据库,主要为平台分析和展示提供所需的业务应用库、基础支撑库和知识库;城市安全专题数据库包括:精细化可视化支撑库:对城市安全应用场景涉及的基础信息进行收集、整理和地图二三维可视化数据库,支撑城市安全监测预警、辅助分析及应急处置业务;全灾种全流程业务库:围绕危险化学品事故、城市内涝、地下管网供应中断、路面塌陷、火灾等事故灾害以及风险监测、风险评估、风险预警及协同处置的风险管控全流程,构建城市安全业务基础库和典型应用场景专题库,实现安全业务数据资源全生命周期的分类、分级统一管理;辅助决策模型库:建立城市综合风险分析模型库、危险化学品泄露爆炸模型库、地下空间爆炸分析模型库、内涝预测预警模型库、自然灾害综合监测预警模型库等专业模型,支撑城市安全的科学辅助决策和分析;预案知识库:建立针对各类城市安全事故研判预警和应急处置的数字化预案库和决策知识库,基于法律法规、应急预案、标准规范、事故案例、安全手册等建设知识图谱,提供辅助决策支持;更加符合新型城镇化、新型工业化的产业技术发展;能够多层次快速构建城市大规模发展、巨量流动人口、密集高层建筑及集聚经济产业的安全风险智能化防控系统。Urban security data aggregation, based on the distributed service framework, provides real-time big data processing, and realizes standardized processing of multi-source heterogeneous data: urban security data storage, based on big data storage technology, realizes structured, semi-structured and unstructured The storage of data meets the needs of data storage in different data resource pools, and establishes a long-term mechanism for data lifecycle management that runs through the links of access, storage, use, and migration; urban security data governance, using cross-industry data to create comprehensive analysis Algorithms, establish data processing models such as effective data extraction and transformation, manage metadata, data standards, data quality, data integration and data assets; urban security data calculation, through data query engine, calculation engine, resource management, cluster management and container Arranging and processing, realizing data management and calculation, intelligent analysis, evaluation, processing and auxiliary decision-making of relevant data related to urban operation safety; urban safety special database, mainly providing the required business application library and foundation for platform analysis and display Support library and knowledge base; urban security thematic database includes: refined visualization support library: collects, sorts out basic information involved in urban security application scenarios, and maps 2D and 3D visualization databases to support urban security monitoring and early warning, auxiliary analysis and emergency response services ; All-disaster and full-process business library: build around the whole process of risk management and control of hazardous chemical accidents, urban waterlogging, underground pipe network supply interruption, road subsidence, fire and other accidents and disasters, as well as risk monitoring, risk assessment, risk early warning and coordinated disposal The basic database of urban security business and the special database of typical application scenarios realize the classification and hierarchical unified management of security business data resources throughout the life cycle; the auxiliary decision-making model database: establish a comprehensive urban risk analysis model database, a hazardous chemical leakage and explosion model database, and underground space Explosion analysis model library, waterlogging prediction and early warning model library, natural disaster comprehensive monitoring and early warning model library and other professional models support scientific auxiliary decision-making and analysis of urban safety; contingency plan knowledge base: establish a digital system for research, judgment, early warning and emergency response of various urban safety accidents The contingency plan database and decision-making knowledge base build knowledge graphs based on laws and regulations, emergency plans, standards and specifications, accident cases, safety manuals, etc., to provide auxiliary decision-making support; it is more in line with the industrial technology development of new urbanization and new industrialization; it can be quickly constructed at multiple levels Intelligent security risk prevention and control system for large-scale urban development, huge floating population, dense high-rise buildings and agglomeration of economic industries.
在一个实施例中,所述S400包括:In one embodiment, the S400 includes:
S401:根据城市安全风险监测感知处理数据,建立标准化城市安全运行特征指标体系;建立标准化城市安全运行特征指标体系包括:通过城市运行安全运行特征、风险态势指标、行业风险分类、专题风险维度体系,获取重点行业风险的基础信息、地理分布信息及实时风险态势信息,建立标准化城市安全运行特征指标体系;S401: According to the urban safety risk monitoring, perception and processing data, establish a standardized urban safety operation characteristic index system; establish a standardized urban safety operation characteristic index system including: through the city operation safety operation characteristics, risk situation indicators, industry risk classification, thematic risk dimension system, Obtain the basic information, geographical distribution information and real-time risk situation information of key industry risks, and establish a standardized indicator system for urban safe operation characteristics;
S402:根据标准化城市安全运行特征指标体系,调用多类型底层数据基础服务信息,进行城市安全风险综合监测预警处置;根据城市安全风险综合监测预警处置,进行多主体预警、城区城际大范围联动及应急管理协同防控,建立城市安全保障体系;实现城市安全风险综合监测预警处置智能化防控;城市安全风险综合监测预警处置包括:全方位安全风险监测、多层级安全风险分析预警及立体化安全风险联动处置;S402: According to the standardized index system of urban safety operation characteristics, call multi-type underlying data basic service information to carry out comprehensive monitoring, early warning and disposal of urban safety risks; according to the comprehensive monitoring and early warning disposal of urban safety risks, carry out multi-subject early warning, inter-city large-scale linkage and Emergency management coordinates prevention and control, and establishes an urban security system; realizes intelligent prevention and control of comprehensive monitoring, early warning, and disposal of urban security risks; comprehensive monitoring, early warning, and disposal of urban security risks include: comprehensive security risk monitoring, multi-level security risk analysis and early warning, and three-dimensional security joint risk management;
S403:将城市安全风险综合监测预警处置智能防控信息转换为多种前端显示所需类型信息,通过多种前端展示城市安全风险智能化防控信息。S403: Convert the intelligent prevention and control information of comprehensive monitoring, early warning and disposal of urban security risks into various types of information required for front-end display, and display the intelligent prevention and control information of urban security risks through various front-ends.
上述技术方案的工作原理及效果为:根据城市安全风险监测感知处理数据,建立标准化城市安全运行特征指标体系;建立标准化城市安全运行特征指标体系包括:通过城市运行安全运行特征、风险态势指标、行业风险分类、专题风险维度体系,获取重点行业风险的基础信息、地理分布信息及实时风险态势信息,建立标准化城市安全运行特征指标体系;根据标准化城市安全运行特征指标体系,调用多类型底层数据基础服务信息,进行城市安全风险综合监测预警处置;根据城市安全风险综合监测预警处置,进行多主体预警、城区城际大范围联动及应急管理协同防控,建立城市安全保障体系;实现城市安全风险综合监测预警处置智能化防控;城市安全风险综合监测预警处置包括:安全风险监测、安全风险分析预警及安全风险联动处置;将城市安全风险综合监测预警处置智能防控信息转换为多种前端显示所需类型信息,通过多种前端展示城市安全风险智能化防控信息;风险监测包括:实时监测、地图空间定位、报警条件设置、报警推送、报警处置跟踪及报警分析;预警研判包括:事故预测、风险研判、耦合分析及风险预警;联动处置包括:警情推送发布、分级响应及应急联动;前端展示层通过终端、大屏可视化终端、Web浏览器终端、移动终端及VR/AR虚拟与增强现实终端进行多端同步展示;根据城市安全标准规范体系及城市安全保障体系,搭建城市安全风险综合监测预警处置系统;根据城市安全风险综合监测预警处置系统的监测预警进行警情分级应急联动处置,进行城市安全风险智能化防控;The working principle and effect of the above technical solutions are as follows: according to the urban safety risk monitoring, perception and processing data, a standardized urban safety operation characteristic index system is established; the establishment of a standardized urban safety operation characteristic index system includes: through urban operation safety operation characteristics, risk situation indicators, industry Risk classification and thematic risk dimension system, obtain the basic information, geographical distribution information and real-time risk situation information of key industries, and establish a standardized urban safety operation characteristic index system; according to the standardized urban safety operation characteristic index system, call multi-type underlying data basic services information, conduct comprehensive monitoring, early warning and disposal of urban security risks; carry out multi-subject early warning, intercity large-scale inter-city linkage, and coordinated prevention and control of emergency management according to comprehensive monitoring and early warning of urban security risks, and establish an urban security system; realize comprehensive monitoring of urban security risks Intelligent prevention and control of early warning and disposal; comprehensive monitoring and early warning of urban safety risks include: safety risk monitoring, safety risk analysis and early warning, and joint disposal of safety risks; transforming the intelligent prevention and control information of comprehensive monitoring and early warning of urban safety risks into a variety of front-end display needs Type information, displaying intelligent prevention and control information of urban safety risks through various front-ends; risk monitoring includes: real-time monitoring, map spatial positioning, alarm condition setting, alarm push, alarm handling tracking and alarm analysis; early warning research and judgment includes: accident prediction, risk Research and judgment, coupling analysis and risk warning; linkage disposal includes: police push release, graded response and emergency linkage; front-end display layer through terminals, large-screen visualization terminals, Web browser terminals, mobile terminals and VR/AR virtual and augmented reality terminals Carry out multi-terminal simultaneous display; build an urban safety risk comprehensive monitoring, early warning and disposal system according to the urban safety standard specification system and the urban safety guarantee system; carry out police classification and emergency linkage disposal according to the monitoring and early warning of the urban safety risk comprehensive monitoring, early warning and disposal system, and carry out urban security Intelligent risk prevention and control;
安全风险监测包括:汇聚融合城市安全运行相关基础数据及实时监测监控数据,根据职责定位合理设置报警阈值,实现全方位监测值守和监测报警,对城市实时监测数据和领域报警信息进行统计分析和综合展示,构建基于动态数据的风险监测报警能力,全面掌握城市整体风险态势;安全风险分析预警包括:针对城市运行监测数据和报警数据,结合气象、人口、交通及地质环境城市基础数据和专业分析模型,分析安全事件可能造成的灾害范围、影响程度和影响趋势,推进靶向式预警信息发送服务,提升城市风险早期识别和预报预警能力水平;安全风险联动处置包括:全面整合城市运行、安全管理及风险防控数据资源,从城市大应急角度,构建全链条和跨部门协同处置流程;增强对城市级各种事故灾难、自然灾害和城市综合风险的协同应对能力;能够将现代化城市虚拟与增强现实构建复杂社会机体和综合运行系统,快速感知分析识别城市安全新兴风险、传统产业风险及区域风险,并通过警情分级应急联动处置解决风险积聚滋生、状态复杂多变及问题易发多发的现代化城市安全风险防控问题。Safety risk monitoring includes: gathering and integrating basic data related to urban safe operation and real-time monitoring and monitoring data, reasonably setting alarm thresholds according to the positioning of responsibilities, realizing all-round monitoring on duty and monitoring and alarming, and statistically analyzing and synthesizing real-time urban monitoring data and field alarm information Demonstration, build risk monitoring and alarm capabilities based on dynamic data, and fully grasp the overall risk situation of the city; safety risk analysis and early warning include: for urban operation monitoring data and alarm data, combined with basic urban data and professional analysis models of meteorology, population, traffic and geological environment , analyze the scope of disasters, impacts and impact trends that may be caused by security incidents, promote targeted early warning information transmission services, and improve the level of early identification and early warning capabilities of urban risks; joint disposal of security risks includes: comprehensive integration of urban operations, security management and Risk prevention and control data resources, from the perspective of urban emergency, build a whole chain and cross-departmental collaborative processing process; enhance the coordinated response to various accidents and disasters at the city level, natural disasters and urban comprehensive risks; can integrate virtual and augmented reality in modern cities Construct a complex social body and comprehensive operating system, quickly perceive and analyze emerging risks of urban security, traditional industry risks and regional risks, and solve the problems of modern cities with accumulation of risks, complex and changeable states, and frequent occurrence of problems through emergency linkage and handling of police situations Security risk prevention and control issues.
本发明一种城市安全风险智能化防控系统,包括:The present invention is an intelligent prevention and control system for urban safety risks, comprising:
城市安全风险监测感知层分系统:通过城市安全感知网,感知监测分析评估城市多类型耦合风险,构建物联感知一体的立体化安全风险监测网,获取城市安全风险监测感知数据;Urban safety risk monitoring and perception layered system: through the city safety perception network, perception monitoring analysis and evaluation of multi-type coupling risks in the city, building a three-dimensional safety risk monitoring network integrating IoT perception, and obtaining urban safety risk monitoring perception data;
交换共享网络传输层分系统:通过信号覆盖前端物联网感知网络及信息交换共享传输网络,进行城市安全风险监测感知数据的流动、共享和共用基础数据传输,获取城市安全风险监测感知动态共用数据;Exchange sharing network transmission layer sub-system: through the signal coverage front-end IoT perception network and information exchange sharing transmission network, the flow, sharing and common basic data transmission of urban security risk monitoring and perception data is carried out, and the dynamic sharing data of urban security risk monitoring and perception is obtained;
汇聚支撑数据服务层分系统:根据城市安全风险监测感知动态共用数据进行多行业数据分布汇聚与多领域数据深度处理,为综合监测预警业务应用提供数据支撑,获取城市安全风险监测感知处理数据;Aggregation support data service layered system: According to the dynamic shared data of urban security risk monitoring and perception, multi-industry data distribution aggregation and multi-field data in-depth processing are performed, providing data support for comprehensive monitoring and early warning business applications, and obtaining urban security risk monitoring and perception processing data;
风险监测应用系统层分系统:根据城市安全风险监测感知处理数据,调用多类型底层数据基础服务信息,进行城市安全风险综合监测预警处置智能化防控;通过多种前端展示城市安全风险综合监测预警处置智能化防控信息。Risk monitoring application system layered system: According to the perception and processing data of urban security risk monitoring, call multi-type underlying data basic service information, and carry out intelligent prevention and control of urban security risk comprehensive monitoring, early warning and disposal; display comprehensive urban security risk comprehensive monitoring and early warning through various front-ends Handle intelligent prevention and control information.
上述技术方案的工作原理及效果为:本发明一种城市安全风险智能化防控系统,包括:城市安全风险监测感知层分系统:通过城市安全感知网,感知监测分析评估城市多类型耦合风险,构建物联感知一体的立体化安全风险监测网,获取城市安全风险监测感知数据;交换共享网络传输层分系统:通过信号覆盖前端物联网感知网络及信息交换共享传输网络,进行城市安全风险监测感知数据的流动、共享和共用基础数据传输,获取城市安全风险监测感知动态共用数据;汇聚支撑数据服务层分系统:根据城市安全风险监测感知动态共用数据进行多行业数据分布汇聚与多领域数据深度处理,为综合监测预警业务应用提供数据支撑,获取城市安全风险监测感知处理数据;风险监测应用系统层分系统:根据城市安全风险监测感知处理数据,调用多类型底层数据基础服务信息,进行城市安全风险综合监测预警处置智能化防控;通过多种前端展示城市安全风险综合监测预警处置智能化防控信息;在城市信息化基础设施的基础上,利用安全监测传感分布网络,通过政务云、数据存储、传输、服务软硬件资源整合,建立城市风险监测感知网络;城市风险监测感知网络包括:城市生命线感知、城市公共安全感知、生产安全感知、自然灾害感知及城市系统接入感知信息;信息交换共享传输网络通过网络传输层的NB-LOT、无线局域网、传感器网、现场网络、移动网络及专线网络进行城市安全风险监测感知数据的流动、共享和共用基础数据传输,获取城市安全风险监测感知动态共用数据;数据服务层将城市安全风险监测感知动态共用数据进行数据汇聚、数据存储、数据治理、数据计算,构建城市安全专题库,获取城市安全风险监测感知处理数据;城市安全专题库包括:支撑库、业务库、模型库、预案库、知识库;通过风险监测、预警研判及联动处置搭建风险监测应用系统层;风险监测包括:实时监测、地图空间定位、报警条件设置、报警推送、报警处置跟踪及报警分析;预警研判包括:事故预测、风险研判、耦合分析及风险预警;联动处置包括:警情推送发布、分级响应及应急联动;前端展示层通过终端、大屏可视化终端、Web浏览器终端、移动终端及VR/AR虚拟与增强现实终端进行多端同步展示;根据城市安全标准规范体系及城市安全保障体系,搭建城市安全风险综合监测预警处置系统;根据城市安全风险综合监测预警处置系统的监测预警进行警情分级应急联动处置,进行城市安全风险智能化防控;根据城市安全风险综合监测预警处置系统的监测预警进行警情分级应急联动处置,进行城市安全风险智能化防控;本发明方案能够适应城市发展方式、促进产业结构和区域布局的合理性及快速变化,提高日益复杂的城市运行系统有序化,大幅降低城市安全风险;更加符合新型城镇化、新型工业化的产业技术发展;能够多层次快速构建城市大规模发展、巨量流动人口、密集高层建筑及集聚经济产业的安全风险智能化防控系统;通过全面多类型感知网络、信号覆盖物联网传输共享、政务云数据处理及安全风险综合监测预警,将现代化城市虚拟与增强现实构建复杂社会机体和综合运行系统,快速感知分析识别城市安全新兴风险、传统产业风险及区域风险,并通过警情分级应急联动处置解决风险积聚滋生、状态复杂多变及问题易发多发的现代化城市安全风险防控问题。The working principle and effect of the above technical solution are: an intelligent urban security risk prevention and control system of the present invention, including: urban security risk monitoring and perception layered system: through the urban security perception network, perception, monitoring, analysis and evaluation of multi-type coupling risks in the city, Construct a three-dimensional security risk monitoring network integrating IoT perception to obtain urban security risk monitoring and perception data; exchange and share the network transmission layer sub-system: through signal coverage of the front-end IoT perception network and information exchange sharing transmission network, urban security risk monitoring and perception Data flow, sharing, and shared basic data transmission to obtain dynamic shared data of urban safety risk monitoring and perception; aggregation support data service layered system: according to the dynamic shared data of urban safety risk monitoring and perception, multi-industry data distribution aggregation and multi-field data in-depth processing , provide data support for comprehensive monitoring and early warning business applications, and obtain urban security risk monitoring perception processing data; risk monitoring application system layered system: according to urban security risk monitoring perception processing data, call multi-type underlying data basic service information, and perform urban security risk monitoring Intelligent prevention and control of comprehensive monitoring, early warning and disposal; displaying intelligent prevention and control information of comprehensive monitoring, early warning and disposal of urban security risks through various front-ends; Integration of storage, transmission, and service software and hardware resources to establish an urban risk monitoring and perception network; the urban risk monitoring and perception network includes: urban lifeline perception, urban public safety perception, production safety perception, natural disaster perception and urban system access perception information; information exchange The shared transmission network uses NB-LOT, wireless local area network, sensor network, field network, mobile network and private line network at the network transport layer to carry out the flow, sharing and sharing of basic data transmission of urban security risk monitoring and perception, and obtain the dynamics of urban security risk monitoring and perception Shared data; the data service layer performs data aggregation, data storage, data governance, and data calculation on the dynamic shared data of urban security risk monitoring and perception, and builds an urban security special database to obtain urban security risk monitoring and perception processing data; the urban security special database includes: support library, business library, model library, contingency plan library, and knowledge base; build a risk monitoring application system layer through risk monitoring, early warning research and judgment, and joint disposal; risk monitoring includes: real-time monitoring, map spatial positioning, alarm condition setting, alarm push, and alarm handling Tracking and alarm analysis; early warning research and judgment include: accident prediction, risk research and judgment, coupling analysis and risk early warning; linkage disposal includes: alarm push release, hierarchical response and emergency linkage; front-end display layer through terminals, large-screen visualization terminals, and Web browsers Terminals, mobile terminals, and VR/AR virtual and augmented reality terminals for multi-terminal simultaneous display; according to the urban safety standard system and urban security guarantee system, build an urban safety risk comprehensive monitoring, early warning and disposal system; according to the urban safety risk comprehensive monitoring, early warning and disposal system According to the monitoring and early warning of the comprehensive monitoring and early warning disposal system of urban security risks, the monitoring and early warning of the comprehensive monitoring and early warning system for urban security risks is used to carry out the emergency linkage treatment of police situation classification and intelligent prevention and control of urban security risks; the present invention The scheme can adapt to the urban development mode, promote the rationality and rapid changes of the industrial structure and regional layout, improve the orderliness of the increasingly complex urban operation system, and greatly reduce the risk of urban safety; it is more in line with the industrial technology development of new urbanization and new industrialization; It can quickly build a multi-level and multi-level intelligent security risk prevention and control system for large-scale urban development, huge floating population, dense high-rise buildings, and agglomeration of economic industries; Comprehensive monitoring and early warning of safety risks, constructing a complex social body and comprehensive operating system with virtual and augmented reality in modern cities, rapid perception analysis and identification of emerging risks of urban safety, traditional industry risks and regional risks, and solving the accumulation of risks through the emergency linkage of police level and emergency response , the state is complex and changeable, and the problems are prone to frequent occurrence of modern urban security risk prevention and control issues.
在一个实施例中,所述城市安全风险监测感知层分系统包括:In one embodiment, the urban safety risk monitoring and perception layering system includes:
城市安全感知网子系统:通过城市安全感知网,进行城市安全风险点、城市安全风险线与城市安全风险面的立体空间模拟结合,感知监测城市多类型耦合风险;Urban safety awareness network subsystem: Through the urban safety awareness network, the three-dimensional space simulation combination of urban safety risk points, urban safety risk lines and urban safety risk surfaces is performed to sense and monitor the multi-type coupling risks of cities;
漏洞填补感知延伸子系统:对城市多类型耦合风险数据进行安全风险评估,基于安全风险评估结果对现有城市安全运行监测感知网进行监测漏洞发现填补和感知网络末梢立体延伸;通过气象监测物联感知、地质监测物联感知、环境监测物联感知、地下基础设施监测及地上基础设施监测物联感知,构建物联感知一体的立体化安全风险监测网;Vulnerability filling perception extension subsystem: conduct security risk assessment on multi-type coupling risk data of the city, and based on the security risk assessment results, monitor the existing urban safety operation monitoring perception network to find and fill the gaps and sense the three-dimensional extension of the end of the network; Sensing, geological monitoring IoT sensing, environmental monitoring IoT sensing, underground infrastructure monitoring and ground infrastructure monitoring IoT sensing, building a three-dimensional safety risk monitoring network integrating IoT sensing;
融合立体感知监测子系统:通过立体化安全风险监测网对城市生命线风险、公共安全风险、生产安全风险和自然灾害风险进行全方位信息感知;进行网络联防、技术联防及物理联防的信息数据融合;获取城市安全风险监测感知数据。Integrated three-dimensional perception and monitoring subsystem: through the three-dimensional safety risk monitoring network, comprehensive information perception of urban lifeline risks, public safety risks, production safety risks and natural disaster risks; information and data fusion of network joint defense, technical joint defense and physical joint defense; Obtain urban safety risk monitoring and perception data.
上述技术方案的工作原理及效果为:利用安全监测传感分布网络,所述城市安全风险监测感知层分系统包括:城市安全感知网子系统:通过城市安全感知网,进行城市安全风险点、城市安全风险线与城市安全风险面的立体空间模拟结合,感知监测城市多类型耦合风险;漏洞填补感知延伸子系统:对城市多类型耦合风险数据进行安全风险评估,基于安全风险评估结果对现有城市安全运行监测感知网进行监测漏洞发现填补和感知网络末梢立体延伸;通过气象监测物联感知、地质监测物联感知、环境监测物联感知、地下基础设施监测及地上基础设施监测物联感知,构建物联感知一体的立体化安全风险监测网;融合立体感知监测子系统:通过立体化安全风险监测网对城市生命线风险、公共安全风险、生产安全风险和自然灾害风险进行全方位信息感知;进行网络联防、技术联防及物理联防的信息数据融合;获取城市安全风险监测感知数据;计算城市多类型耦合风险耦合度值:The working principle and effect of the above technical solution are: using the security monitoring sensor distribution network, the urban security risk monitoring and perception layer system includes: the urban security awareness network subsystem: through the urban security awareness network, the urban security risk points, the city Combining the three-dimensional space simulation of the safety risk line and the urban safety risk surface, perception and monitoring of multi-type coupling risks in the city; loophole filling and perception extension subsystem: conduct safety risk assessment on the multi-type coupling risk data of the city, and analyze the existing cities based on the safety risk assessment results. The security operation monitoring perception network conducts detection and filling of monitoring loopholes and three-dimensional extension of the end of the perception network; through the sensing of meteorological monitoring IoT, geological monitoring IoT sensing, environmental monitoring IoT sensing, underground infrastructure monitoring and ground infrastructure monitoring IoT sensing, construct A three-dimensional safety risk monitoring network integrating IoT perception; integrated three-dimensional perception monitoring subsystem: through the three-dimensional safety risk monitoring network, comprehensive information perception of urban lifeline risks, public safety risks, production safety risks and natural disaster risks; Information and data fusion of joint defense, technical joint defense and physical joint defense; acquisition of urban security risk monitoring and perception data; calculation of city multi-type coupling risk coupling value:
其中,OUCLS表示城市多类型耦合风险耦合度值,UCi表示第i种城市安全风险点风险水平,OLi表示第i种城市安全风险线风险水平,CLi表示第i种城市安全风险面风险指标区间上限,UCj表示第j种城市安全风险点风险水平,OLj表示第j种城市安全风险线风险水平,CLj表示第j种城市安全风险面风险指标区间上限,M表示i与j中的最大值;城市风险监测感知网络包括:城市生命线感知、城市公共安全感知、生产安全感知、自然灾害感知及城市系统接入感知信息;通过计算城市多类型耦合风险耦合度值,可以准确了解多种城市安全风险之间的相互影响程度,进行高效精准的多种城市安全风险应急管理协同防控,显著降低多种城市安全风险的危害程度;能够适应城市发展方式、促进产业结构和区域布局的合理性及快速变化;能够对对城市生命线风险、公共安全风险、生产安全风险和自然灾害风险进行全方位信息感知。Among them, OUCLS represents the coupling degree value of multi-type coupling risk in the city, UCi represents the risk level of the safety risk point of the i-th city, OLi represents the risk level of the i-th city safety risk line, and CLi represents the upper limit of the risk index interval of the i-th city safety risk surface , UCj represents the risk level of the j-th urban safety risk point, OLj represents the risk level of the j-th urban safety risk line, CLj represents the upper limit of the risk index interval of the j-th urban safety risk surface, and M represents the maximum value between i and j; The risk monitoring and perception network includes: city lifeline perception, urban public safety perception, production safety perception, natural disaster perception and urban system access perception information; by calculating the coupling degree value of multi-type coupling risks in cities, it is possible to accurately understand the relationship between various urban security risks. The degree of mutual influence between them can carry out efficient and accurate emergency management of various urban safety risks, and the coordinated prevention and control can significantly reduce the degree of harm of various urban safety risks; it can adapt to the urban development mode and promote the rationality and rapid changes of industrial structure and regional layout. ; Be able to conduct comprehensive information perception on urban lifeline risks, public safety risks, production safety risks and natural disaster risks.
在一个实施例中,所述交换共享网络传输层分系统包括:In one embodiment, the switching and sharing network transport layer subsystem includes:
政务云信号覆盖物联子系统:依托各地政务云资源,通过信号覆盖连接各地终端通信网络,建立信号覆盖前端物联网感知网络;Government cloud signal coverage IoT subsystem: relying on local government cloud resources, connect to terminal communication networks in various places through signal coverage, and establish a signal coverage front-end IoT sensing network;
信息交换共享传输子系统:通过安全信息交换机连接各地政务网、互联网、各地专网及移动网络,建立信息交换共享传输网络;Information exchange and sharing transmission subsystem: connect local government affairs networks, the Internet, local private networks and mobile networks through secure information switches, and establish an information exchange and sharing transmission network;
安全屏障动态共用子系统:建立信息安全屏障级别;根据信息安全屏障级别,进行城市安全风险监测感知数据的流动、共享和共用基础数据传输,获取城市安全风险监测感知动态共用数据。Security barrier dynamic sharing subsystem: establish information security barrier levels; perform urban security risk monitoring and perception data flow, sharing and shared basic data transmission according to information security barrier levels, and obtain urban security risk monitoring and perception dynamic sharing data.
上述技术方案的工作原理及效果为:利用云处理存储传输;交换共享网络传输层分系统包括:政务云信号覆盖物联子系统:依托各地政务云资源,通过信号覆盖连接各地终端通信网络,建立信号覆盖前端物联网感知网络;信息交换共享传输子系统:通过安全信息交换机连接各地政务网、互联网、各地专网及移动网络,建立信息交换共享传输网络;安全屏障动态共用子系统:建立信息安全屏障级别;根据信息安全屏障级别,进行城市安全风险监测感知数据的流动、共享和共用基础数据传输,获取城市安全风险监测感知动态共用数据;各地政务云资源丰富共享效率高,信号覆盖连接各地终端通信网络能够快速大范围进行通信数据传输,通过云处理存储传输服务大幅提高资源整合效率。The working principle and effect of the above technical solutions are: use cloud processing, storage and transmission; exchange and sharing network transmission layer sub-systems include: government cloud signal coverage IoT subsystem: relying on local government cloud resources, connect to terminal communication networks in various places through signal coverage, and establish The signal covers the front-end Internet of Things perception network; the information exchange sharing transmission subsystem: connects local government affairs networks, the Internet, local private networks and mobile networks through secure information switches, and establishes an information exchange sharing transmission network; security barrier dynamic sharing subsystem: establishes information security Barrier level: According to the information security barrier level, the flow, sharing and shared basic data transmission of urban security risk monitoring and perception data can be obtained, and the dynamic shared data of urban security risk monitoring and perception can be obtained; local government cloud resources are abundant and sharing efficiency is high, and signal coverage connects terminals in various places The communication network can quickly and widely transmit communication data, and the efficiency of resource integration can be greatly improved through cloud processing, storage and transmission services.
在一个实施例中,所述汇聚支撑数据服务层分系统包括:In one embodiment, the aggregation support data service layer system includes:
汇聚数据深度处理子系统:根据城市安全风险监测感知动态共用数据进行多行业数据分布汇聚与多领域数据深度处理;多行业数据分布汇聚包括:通过多行业分布式数据采集,基于多行业分布式服务框架,进行多行业数据接入转换,进行多行业数据分布汇聚;通过政务云大数据处理及分布式深度神经网络数据融合,进行多行业数据深度融合处理,实现多源异构数据的多领域数据深度处理;Converged data in-depth processing subsystem: According to the dynamic shared data of urban security risk monitoring and perception, multi-industry data distribution and aggregation and multi-field data in-depth processing; multi-industry data distribution and aggregation include: through multi-industry distributed data collection, based on multi-industry distributed services Framework for multi-industry data access conversion, multi-industry data distribution and aggregation; through government cloud big data processing and distributed deep neural network data fusion, multi-industry data deep fusion processing, to achieve multi-source heterogeneous data multi-field data Advanced processing;
监测预警数据支撑子系统:为综合监测预警业务应用提供数据支撑;数据支撑包括:城市安全数据汇聚、城市安全数据存储、城市安全数据治理、城市安全数据计算和城市安全专题数据库;Monitoring and early warning data support subsystem: provide data support for comprehensive monitoring and early warning business applications; data support includes: city safety data aggregation, city safety data storage, city safety data governance, city safety data calculation and city safety special database;
监测感知处理数据子系统:根据综合监测预警业务应用产生数据及多领域数据深度处理,获取城市安全风险监测感知处理数据。Monitoring perception processing data subsystem: According to the data generated by the comprehensive monitoring and early warning business application and the in-depth processing of multi-field data, the urban safety risk monitoring perception processing data is obtained.
上述技术方案的工作原理及效果为:所述汇聚支撑数据服务层分系统包括:汇聚数据深度处理子系统:根据城市安全风险监测感知动态共用数据进行多行业数据分布汇聚与多领域数据深度处理;多行业数据分布汇聚包括:通过多行业分布式数据采集,基于多行业分布式服务框架,进行多行业数据接入转换,进行多行业数据分布汇聚;通过政务云大数据处理及分布式深度神经网络数据融合,进行多行业数据深度融合处理,实现多源异构数据的多领域数据深度处理;监测预警数据支撑子系统:为综合监测预警业务应用提供数据支撑;数据支撑包括:城市安全数据汇聚、城市安全数据存储、城市安全数据治理、城市安全数据计算和城市安全专题数据库;监测感知处理数据子系统:根据综合监测预警业务应用产生数据及多领域数据深度处理,获取城市安全风险监测感知处理数据;The working principle and effect of the above technical solution are as follows: the aggregation support data service layered system includes: aggregation data deep processing subsystem: according to the urban security risk monitoring and perception dynamic shared data, multi-industry data distribution aggregation and multi-field data deep processing; Multi-industry data distribution and aggregation include: through multi-industry distributed data collection, based on multi-industry distributed service framework, multi-industry data access conversion, multi-industry data distribution and aggregation; through government cloud big data processing and distributed deep neural network Data fusion, in-depth fusion processing of multi-industry data, realizes multi-field data in-depth processing of multi-source heterogeneous data; monitoring and early warning data support subsystem: provides data support for comprehensive monitoring and early warning business applications; data support includes: urban security data aggregation, Urban security data storage, urban security data governance, urban security data calculation and urban security special database; monitoring perception processing data subsystem: according to comprehensive monitoring and early warning business applications to generate data and multi-field data in-depth processing, to obtain urban security risk monitoring perception processing data ;
信息交换共享传输网络通过网络传输层的NB-LOT、无线局域网、传感器网、现场网络、移动网络及专线网络进行城市安全风险监测感知数据的流动、共享和共用基础数据传输,获取城市安全风险监测感知动态共用数据;数据服务层将城市安全风险监测感知动态共用数据进行数据汇聚、数据存储、数据治理、数据计算,构建城市安全专题库,获取城市安全风险监测感知处理数据;城市安全专题库包括:支撑库、业务库、模型库、预案库、知识库;The information exchange and shared transmission network uses NB-LOT, wireless local area network, sensor network, on-site network, mobile network and dedicated line network at the network transmission layer to carry out the flow, sharing and common basic data transmission of urban security risk monitoring perception data to obtain urban security risk monitoring Perceive dynamic shared data; the data service layer performs data aggregation, data storage, data governance, and data calculation on the dynamic shared data of urban security risk monitoring and perception, builds an urban security special database, and obtains urban security risk monitoring and perception processing data; the urban security special database includes : support library, business library, model library, plan library, knowledge base;
城市安全数据汇聚,基于分布式服务框架,提供实时大数据处理,实现多源异构数据的标准化加工处理:城市安全数据存储,基于大数据存储技术,实现结构化、半结构化以及非结构化数据的存储,满足不同数据资源池数据入库需要,建立贯穿接入、存储、使用及迁移环节的数据全生命周期管理长效机制;城市安全数据治理,利用跨行业的数据,打造综合分析类算法,建立有效数据提取转换等数据处理模型,对元数据、数据标准、数据质量、数据集成及数据资产进行管理;城市安全数据计算,通过数据查询引擎、计算引擎、资源管理、集群管理及容器编排处理,实现数据的管理和计算,对涉及城市运行安全的相关数据进行智能化分析、评估、处理和辅助决策;城市安全专题数据库,主要为平台分析和展示提供所需的业务应用库、基础支撑库和知识库;城市安全专题数据库包括:精细化可视化支撑库:对城市安全应用场景涉及的基础信息进行收集、整理和地图二三维可视化数据库,支撑城市安全监测预警、辅助分析及应急处置业务;全灾种全流程业务库:围绕危险化学品事故、城市内涝、地下管网供应中断、路面塌陷、火灾等事故灾害以及风险监测、风险评估、风险预警及协同处置的风险管控全流程,构建城市安全业务基础库和典型应用场景专题库,实现安全业务数据资源全生命周期的分类、分级统一管理;辅助决策模型库:建立城市综合风险分析模型库、危险化学品泄露爆炸模型库、地下空间爆炸分析模型库、内涝预测预警模型库、自然灾害综合监测预警模型库等专业模型,支撑城市安全的科学辅助决策和分析;预案知识库:建立针对各类城市安全事故研判预警和应急处置的数字化预案库和决策知识库,基于法律法规、应急预案、标准规范、事故案例、安全手册等建设知识图谱,提供辅助决策支持;更加符合新型城镇化、新型工业化的产业技术发展;能够多层次快速构建城市大规模发展、巨量流动人口、密集高层建筑及集聚经济产业的安全风险智能化防控系统。Urban security data aggregation, based on the distributed service framework, provides real-time big data processing, and realizes standardized processing of multi-source heterogeneous data: urban security data storage, based on big data storage technology, realizes structured, semi-structured and unstructured The storage of data meets the needs of data storage in different data resource pools, and establishes a long-term mechanism for data lifecycle management that runs through the links of access, storage, use, and migration; urban security data governance, using cross-industry data to create comprehensive analysis Algorithms, establish data processing models such as effective data extraction and transformation, manage metadata, data standards, data quality, data integration and data assets; urban security data calculation, through data query engine, calculation engine, resource management, cluster management and container Arranging and processing, realizing data management and calculation, intelligent analysis, evaluation, processing and auxiliary decision-making of relevant data related to urban operation safety; urban safety special database, mainly providing the required business application library and foundation for platform analysis and display Support library and knowledge base; urban security thematic database includes: refined visualization support library: collects, sorts out basic information involved in urban security application scenarios, and maps 2D and 3D visualization databases to support urban security monitoring and early warning, auxiliary analysis and emergency response services ; All-disaster and full-process business library: build around the whole process of risk management and control of hazardous chemical accidents, urban waterlogging, underground pipe network supply interruption, road subsidence, fire and other accidents and disasters, as well as risk monitoring, risk assessment, risk early warning and coordinated disposal The basic database of urban security business and the special database of typical application scenarios realize the classification and hierarchical unified management of security business data resources throughout the life cycle; the auxiliary decision-making model database: establish a comprehensive urban risk analysis model database, a hazardous chemical leakage and explosion model database, and underground space Explosion analysis model library, waterlogging prediction and early warning model library, natural disaster comprehensive monitoring and early warning model library and other professional models support scientific auxiliary decision-making and analysis of urban safety; contingency plan knowledge base: establish a digital system for research, judgment, early warning and emergency response of various urban safety accidents The contingency plan database and decision-making knowledge base build knowledge graphs based on laws and regulations, emergency plans, standards and specifications, accident cases, safety manuals, etc., to provide auxiliary decision-making support; it is more in line with the industrial technology development of new urbanization and new industrialization; it can be quickly constructed at multiple levels Intelligent security risk prevention and control system for large-scale urban development, huge floating population, dense high-rise buildings and agglomeration of economic industries.
在一个实施例中,所述风险监测应用系统层分系统包括:In one embodiment, the layered system of the risk monitoring application system includes:
城市安全指标体系子系统:根据城市安全风险监测感知处理数据,建立标准化城市安全运行特征指标体系;建立标准化城市安全运行特征指标体系包括:通过城市运行安全运行特征、风险态势指标、行业风险分类、专题风险维度体系,获取重点行业风险的基础信息、地理分布信息及实时风险态势信息,建立标准化城市安全运行特征指标体系;Urban safety index system subsystem: establish a standardized urban safety operation characteristic index system based on urban safety risk monitoring, perception and processing data; establish a standardized urban safety operation characteristic index system including: through urban operation safety operation characteristics, risk situation indicators, industry risk classification, Thematic risk dimension system, obtain the basic information, geographical distribution information and real-time risk situation information of key industry risks, and establish a standardized indicator system for urban safe operation characteristics;
监测预警业务开展子系统:根据标准化城市安全运行特征指标体系,调用多类型底层数据基础服务信息,进行城市安全风险综合监测预警处置;根据城市安全风险综合监测预警处置,进行多主体预警、城区城际大范围联动及应急管理协同防控,建立城市安全保障体系;实现城市安全风险综合监测预警处置智能化防控;城市安全风险综合监测预警处置包括:安全风险监测、安全风险分析预警及安全风险联动处置;Monitoring and early warning business development subsystem: according to the standardized urban safety operation characteristic index system, call multi-type underlying data basic service information, and carry out comprehensive monitoring, early warning and disposal of urban safety risks; International large-scale linkage and emergency management coordinated prevention and control, establish an urban security system; realize intelligent prevention and control of comprehensive monitoring and early warning of urban security risks; comprehensive monitoring and early warning of urban security risks include: security risk monitoring, security risk analysis and early warning, and security risk Joint disposal;
城市安全风险管控子系统:将城市安全风险综合监测预警处置智能防控信息转换为多种前端显示所需类型信息,通过多种前端展示城市安全风险智能化防控信息。Urban security risk management and control subsystem: convert the comprehensive monitoring, early warning, and disposal intelligent prevention and control information of urban security risks into various types of information required for front-end display, and display the intelligent prevention and control information of urban security risks through various front-ends.
上述技术方案的工作原理及效果为:所述风险监测应用系统层分系统包括:城市安全指标体系子系统:根据城市安全风险监测感知处理数据,建立标准化城市安全运行特征指标体系;建立标准化城市安全运行特征指标体系包括:通过城市运行安全运行特征、风险态势指标、行业风险分类、专题风险维度体系,获取重点行业风险的基础信息、地理分布信息及实时风险态势信息,建立标准化城市安全运行特征指标体系;监测预警业务开展子系统:根据标准化城市安全运行特征指标体系,调用多类型底层数据基础服务信息,进行城市安全风险综合监测预警处置;根据城市安全风险综合监测预警处置,进行多主体预警、城区城际大范围联动及应急管理协同防控,建立城市安全保障体系;实现城市安全风险综合监测预警处置智能化防控;城市安全风险综合监测预警处置包括:安全风险监测、安全风险分析预警及安全风险联动处置;城市安全风险管控子系统:将城市安全风险综合监测预警处置智能防控信息转换为多种前端显示所需类型信息,通过多种前端展示城市安全风险智能化防控信息;风险监测包括:实时监测、地图空间定位、报警条件设置、报警推送、报警处置跟踪及报警分析;预警研判包括:事故预测、风险研判、耦合分析及风险预警;联动处置包括:警情推送发布、分级响应及应急联动;前端展示层通过终端、大屏可视化终端、Web浏览器终端、移动终端及VR/AR虚拟与增强现实终端进行多端同步展示;根据城市安全标准规范体系及城市安全保障体系,搭建城市安全风险综合监测预警处置系统;根据城市安全风险综合监测预警处置系统的监测预警进行警情分级应急联动处置,进行城市安全风险智能化防控;The working principle and effect of the above technical solution are as follows: the layered system of the risk monitoring application system includes: the urban safety index system subsystem: according to the urban safety risk monitoring perception processing data, establish a standardized urban safety operation characteristic index system; establish a standardized urban safety index system The operation characteristic index system includes: through the city operation safety operation characteristics, risk situation indicators, industry risk classification, and thematic risk dimension system, obtain the basic information, geographical distribution information and real-time risk situation information of key industry risks, and establish standardized urban safety operation characteristic indicators system; monitoring and early warning business development subsystem: according to the standardized urban safety operation characteristic index system, call multi-type underlying data basic service information, and carry out comprehensive monitoring, early warning and disposal of urban safety risks; carry out multi-subject early warning, Large-scale inter-city linkage and emergency management coordinated prevention and control, establish an urban security system; realize intelligent prevention and control of urban safety risk comprehensive monitoring, early warning and disposal; urban safety risk comprehensive monitoring, early warning and disposal include: safety risk monitoring, safety risk analysis and early warning and Joint disposal of safety risks; urban safety risk management and control subsystem: convert the intelligent prevention and control information of comprehensive monitoring, early warning and disposal of urban safety risks into various types of information required for front-end display, and display the intelligent prevention and control information of urban safety risks through various front-ends; risk Monitoring includes: real-time monitoring, map spatial positioning, alarm condition setting, alarm push, alarm handling tracking and alarm analysis; early warning research and judgment includes: accident prediction, risk research and judgment, coupling analysis and risk early warning; linkage disposal includes: alarm push release, classification Response and emergency linkage; the front-end display layer performs multi-terminal synchronous display through terminals, large-screen visualization terminals, Web browser terminals, mobile terminals, and VR/AR virtual and augmented reality terminals; Urban safety risk comprehensive monitoring, early warning and disposal system; according to the monitoring and early warning of the urban safety risk comprehensive monitoring, early warning and disposal system, the police situation is graded and emergency linkage disposal is carried out, and the urban safety risk is intelligently prevented and controlled;
安全风险监测包括:汇聚融合城市安全运行相关基础数据及实时监测监控数据,根据职责定位合理设置报警阈值,实现全方位监测值守和监测报警,对城市实时监测数据和领域报警信息进行统计分析和综合展示,构建基于动态数据的风险监测报警能力,全面掌握城市整体风险态势;安全风险分析预警包括:针对城市运行监测数据和报警数据,结合气象、人口、交通及地质环境城市基础数据和专业分析模型,分析安全事件可能造成的灾害范围、影响程度和影响趋势,推进靶向式预警信息发送服务,提升城市风险早期识别和预报预警能力水平;安全风险联动处置包括:全面整合城市运行、安全管理及风险防控数据资源,从城市大应急角度,构建全链条和跨部门协同处置流程;增强对城市级各种事故灾难、自然灾害和城市综合风险的协同应对能力;能够将现代化城市虚拟与增强现实构建复杂社会机体和综合运行系统,快速感知分析识别城市安全新兴风险、传统产业风险及区域风险,并通过警情分级应急联动处置解决风险积聚滋生、状态复杂多变及问题易发多发的现代化城市安全风险防控问题。Safety risk monitoring includes: gathering and integrating basic data related to urban safe operation and real-time monitoring and monitoring data, reasonably setting alarm thresholds according to the positioning of responsibilities, realizing all-round monitoring on duty and monitoring and alarming, and statistically analyzing and synthesizing real-time urban monitoring data and field alarm information Demonstration, build risk monitoring and alarm capabilities based on dynamic data, and fully grasp the overall risk situation of the city; safety risk analysis and early warning include: for urban operation monitoring data and alarm data, combined with basic urban data and professional analysis models of meteorology, population, traffic and geological environment , analyze the scope of disasters, impacts and impact trends that may be caused by security incidents, promote targeted early warning information transmission services, and improve the level of early identification and forecasting and early warning capabilities of urban risks; joint disposal of security risks includes: comprehensive integration of urban operations, security management and Risk prevention and control data resources, from the perspective of urban emergency, build the whole chain and cross-departmental collaborative processing process; enhance the coordinated response to various accidents and disasters at the city level, natural disasters and urban comprehensive risks; can integrate virtual and augmented reality in modern cities Build a complex social body and comprehensive operating system, quickly perceive and analyze emerging risks of urban security, traditional industry risks and regional risks, and solve modern cities with risk accumulation, complex and changeable states, and frequent occurrence of problems through police emergency response and joint handling Security risk prevention and control issues.
尽管本发明的实施方案已公开如上,但其并不仅仅限于说明书和实施方式中所列运用,它完全可以被适用于各种适合本发明的领域,对于熟悉本领域的人员而言,可容易地实现另外的修改,因此在不背离权利要求及等同范围所限定的一般概念下,本发明并不限于特定的细节与这里示出与描述的图例。Although the embodiment of the present invention has been disclosed as above, it is not limited to the use listed in the specification and implementation, it can be applied to various fields suitable for the present invention, and it can be easily understood by those skilled in the art Therefore, the invention is not limited to the specific details and examples shown and described herein without departing from the general concept defined by the claims and their equivalents.
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202310074448.7ACN116384729B (en) | 2023-02-07 | 2023-02-07 | Intelligent prevention and control method and system for urban security risk |
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202310074448.7ACN116384729B (en) | 2023-02-07 | 2023-02-07 | Intelligent prevention and control method and system for urban security risk |
| Publication Number | Publication Date |
|---|---|
| CN116384729Atrue CN116384729A (en) | 2023-07-04 |
| CN116384729B CN116384729B (en) | 2024-03-01 |
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202310074448.7AActiveCN116384729B (en) | 2023-02-07 | 2023-02-07 | Intelligent prevention and control method and system for urban security risk |
| Country | Link |
|---|---|
| CN (1) | CN116384729B (en) |
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN118365269A (en)* | 2024-04-17 | 2024-07-19 | 苏州工业园区皓楷信息科技有限公司 | Smart city informatization management system based on big data |
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107958322A (en)* | 2017-10-09 | 2018-04-24 | 中国电子科技集团公司第二十八研究所 | A kind of urban network spatial synthesis governing system |
| CN108090574A (en)* | 2018-01-05 | 2018-05-29 | 中邮建技术有限公司 | A kind of smart city Information Management System based on augmented reality |
| CN109858126A (en)* | 2019-01-23 | 2019-06-07 | 北京市燃气集团有限责任公司 | Pipeline network of fuel gas in city safety monitoring method for early warning and system based on settlement monitoring |
| CN114943428A (en)* | 2022-05-09 | 2022-08-26 | 江苏智赢信息科技有限公司 | Emergency comprehensive management system for safety production of hazardous chemical substances |
| CN114971574A (en)* | 2022-06-14 | 2022-08-30 | 北京航天长峰科技工业集团有限公司 | Multi-mode information composite sensing and fusion framework and method based on cloud edge cooperation |
| WO2022257181A1 (en)* | 2021-06-07 | 2022-12-15 | 刘天琼 | Aiot paas internet of things operation platform |
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107958322A (en)* | 2017-10-09 | 2018-04-24 | 中国电子科技集团公司第二十八研究所 | A kind of urban network spatial synthesis governing system |
| CN108090574A (en)* | 2018-01-05 | 2018-05-29 | 中邮建技术有限公司 | A kind of smart city Information Management System based on augmented reality |
| CN109858126A (en)* | 2019-01-23 | 2019-06-07 | 北京市燃气集团有限责任公司 | Pipeline network of fuel gas in city safety monitoring method for early warning and system based on settlement monitoring |
| WO2022257181A1 (en)* | 2021-06-07 | 2022-12-15 | 刘天琼 | Aiot paas internet of things operation platform |
| CN114943428A (en)* | 2022-05-09 | 2022-08-26 | 江苏智赢信息科技有限公司 | Emergency comprehensive management system for safety production of hazardous chemical substances |
| CN114971574A (en)* | 2022-06-14 | 2022-08-30 | 北京航天长峰科技工业集团有限公司 | Multi-mode information composite sensing and fusion framework and method based on cloud edge cooperation |
| Title |
|---|
| 城信所: "城市安全⻛险管理⼀张图:安全应急全覆盖,跨部⻔协同调度", ZHUANLAN.ZHIHU.COM/P/379658678, pages 1* |
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN118365269A (en)* | 2024-04-17 | 2024-07-19 | 苏州工业园区皓楷信息科技有限公司 | Smart city informatization management system based on big data |
| Publication number | Publication date |
|---|---|
| CN116384729B (en) | 2024-03-01 |
| Publication | Publication Date | Title |
|---|---|---|
| Lv et al. | Government affairs service platform for smart city | |
| CN113902605B (en) | A smart park operation and maintenance management system based on CⅠM architecture | |
| CN112165513A (en) | A cloud-edge collaborative platform architecture for intelligent management of water environment and water ecology in river basins | |
| CN111652777B (en) | Flood emergency avoidance method | |
| CN103543706B (en) | Drainage internet-of-things system | |
| CN106844531B (en) | Flood prevention command research and judgment system based on grids | |
| CN114186834A (en) | Smart city system | |
| CN118212747A (en) | Intelligent monitoring and early warning system and method for slope disasters based on multi-source information fusion | |
| CN109522380B (en) | A mobile application-oriented grid disaster comprehensive monitoring and early warning data system and method | |
| CN106595565A (en) | BIM-based intelligent monitoring system | |
| Yang et al. | Urban digital twin applications as a virtual platform of smart city | |
| CN110544402A (en) | Chemical industry park virtual simulation emergency deduction system based on big data fusion | |
| CN106651074A (en) | Intelligent underground pipeline management system | |
| CN102271307A (en) | Safety monitoring and emergency rescue information collection and transmission method during bridge construction period | |
| CN115456206A (en) | BIM + GIS-based tunnel construction visual control method and system | |
| CN101931648A (en) | Monitoring platform for environmental risk sources in chemical industry parks | |
| CN111340394A (en) | Environment management information system for drainage basin cascade power station | |
| CN115719178A (en) | Geological disaster identification and evolution intelligent perception early warning system and method | |
| CN109446290A (en) | A kind of intelligent three-dimensional virtual visualization meteorological equipment comprehensive coverage method | |
| CN116384729B (en) | Intelligent prevention and control method and system for urban security risk | |
| CN118134723A (en) | A smart community emergency fire rescue system based on 3D GIS model | |
| CN118780611A (en) | A road collapse risk management information system | |
| CN204515433U (en) | The healthy and safe data Real-Time Monitoring of occupational illness and information management system | |
| CN104102191A (en) | Water environment information integration and sharing system | |
| CN104820961A (en) | Grid management-based public crisis network early warning assessment method |
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |