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CN206164759U - A cross-network multi-source heterogeneous data acquisition device - Google Patents

A cross-network multi-source heterogeneous data acquisition device Download PDF

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CN206164759U
CN206164759U CN201621241564.5U CN201621241564U CN206164759U CN 206164759 U CN206164759 U CN 206164759U CN 201621241564 U CN201621241564 U CN 201621241564U CN 206164759 U CN206164759 U CN 206164759U
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network
intranet
data acquisition
module
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朱朝阳
邱意民
周亮
应欢
范永
韩丽芳
李梦涛
王新迎
杨祎
马艳
李程启
林颖
耿玉杰
白德盟
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China Electric Power Research Institute Co Ltd CEPRI
Electric Power Research Institute of State Grid Shandong Electric Power Co Ltd
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Electric Power Research Institute of State Grid Shandong Electric Power Co Ltd
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Abstract

本实用新型公开了一种跨网络多源异构数据采集装置,包括:多个网络接口、与所述网络接口一一对应的单刀双掷开关、内网数据采集处理模块、外网数据采集处理模块、网络隔离和数据整合模块、数据存储模块,所述网络接口通过所述单刀双掷开关的两个不动端分别连接至所述内网数据采集处理模块和外网数据采集处理模块;所述内网数据采集处理模块和外网数据采集处理模块分别通过所述网络隔离和数据交换模块连接至所述数据存储模块;本装置解决了异构数据在物理隔离网络之间交互和存储的问题,在保证内网安全基础上提高了数据交互性能;扩展性能高;实现了网络接口对应外网或内网的自由配比。

The utility model discloses a cross-network multi-source heterogeneous data collection device, comprising: a plurality of network interfaces, single-pole double-throw switches corresponding to the network interfaces one by one, an internal network data collection and processing module, and an external network data collection and processing module. module, a network isolation and data integration module, and a data storage module, the network interface is respectively connected to the internal network data collection and processing module and the external network data collection and processing module through the two fixed ends of the single-pole double-throw switch; The internal network data collection and processing module and the external network data collection and processing module are respectively connected to the data storage module through the network isolation and data exchange module; this device solves the problem of interaction and storage of heterogeneous data between physically isolated networks , On the basis of ensuring the security of the internal network, the data interaction performance is improved; the expansion performance is high; the free configuration of the network interface corresponding to the external network or the internal network is realized.

Description

一种跨网络多源异构数据采集装置A cross-network multi-source heterogeneous data acquisition device

技术领域technical field

本实用新型涉及数据交换技术领域,具体地说,是一种跨网络多源异构数据采集装置。The utility model relates to the technical field of data exchange, in particular to a cross-network multi-source heterogeneous data acquisition device.

背景技术Background technique

目前很多大型企业网络分为物理隔离的内、外网,内网用于企业内部生产经营管理,外网用于提供互联网服务,业务应用系统数据根据需要分别部署在内、外网网络上的数据库中。随着互联网应用发展,部署在外网的业务应用越来越多,企业经营管理决策通常需要采集内、外网不同业务系统的数据进行关联分析、综合评估。由于内、外网络物理隔离,内、外网间一般采用U盘等存储介质进行数据交换,存在数据格式受限、内外网间数据交换实时性差等问题。常见数据采集装置的网络接口分别设有内网网络接口和外网网络接口,在装置组装完成后其数量配比就已固定,当内网或外网的业务应用系统数量变多时,网络接口数量不够用。At present, many large-scale enterprise networks are divided into internal and external networks that are physically isolated. The internal network is used for internal production and operation management of the enterprise, and the external network is used to provide Internet services. Business application system data are deployed in databases on the internal and external networks according to needs. middle. With the development of Internet applications, more and more business applications are deployed on the external network. Enterprise management decisions usually need to collect data from different business systems on the internal and external networks for correlation analysis and comprehensive evaluation. Due to the physical isolation of the internal and external networks, storage media such as U disks are generally used for data exchange between the internal and external networks, and there are problems such as limited data formats and poor real-time data exchange between internal and external networks. The network interfaces of common data acquisition devices are respectively provided with internal network interfaces and external network interfaces. After the device is assembled, the ratio of the number is fixed. When the number of business application systems in the internal network or external network increases, the number of network interfaces not enough.

实用新型内容Utility model content

本实用新型要解决的技术问题是提供一种跨网络的多源异构数据采集装置,解决传输数据格式受限、内外网间数据交换实时性差等问题;可根据实际需求灵活配比内网和外网的网络接口。The technical problem to be solved by the utility model is to provide a cross-network multi-source heterogeneous data acquisition device to solve the problems of limited transmission data format and poor real-time data exchange between internal and external networks; it can flexibly match internal and external networks according to actual needs The network interface of the net.

为了解决上述技术问题,本实用新型提供了一种跨网络多源异构数据采集装置,包括:多个网络接口、与所述网络接口一一对应的单刀双掷开关、用于采集内网数据并进行处理的内网数据采集处理模块、用于采集外网数据并进行处理的外网数据采集处理模块、用于将外网数据单向传输至内网并将数据进行合并的网络隔离和数据整合模块、用于存储合并后的数据的数据存储模块,In order to solve the above technical problems, the utility model provides a cross-network multi-source heterogeneous data acquisition device, including: a plurality of network interfaces, single-pole double-throw switches corresponding to the network interfaces one by one, used to collect intranet data Intranet data collection and processing module for processing, external network data collection and processing module for collecting and processing external network data, network isolation and data collection for one-way transmission of external network data to internal network and data merging an integration module, a data storage module for storing merged data,

其中,所述网络接口通过所述单刀双掷开关的两个不动端分别连接至所述内网数据采集处理模块和外网数据采集处理模块;Wherein, the network interface is respectively connected to the internal network data collection and processing module and the external network data collection and processing module through the two fixed ends of the single pole double throw switch;

所述内网数据采集处理模块和外网数据采集处理模块分别通过所述网络隔离和数据交换模块连接至所述数据存储模块。The internal network data collection and processing module and the external network data collection and processing module are respectively connected to the data storage module through the network isolation and data exchange module.

进一步地,所述内网数据采集处理模块,包括用于采集内网数据的内网数据采集单元和用于将所采集到的内网数据进行格式规范化处理的内网数据处理单元。Further, the intranet data collection and processing module includes an intranet data collection unit for collecting intranet data and an intranet data processing unit for standardizing the format of the collected intranet data.

进一步地,所述外网数据采集处理模块,包括用于采集外网数据的外网数据采集单元和用于将所采集到的外网数据进行格式规范化处理的外网数据处理单元。Further, the external network data collection and processing module includes an external network data collection unit for collecting external network data and an external network data processing unit for format-standardizing the collected external network data.

进一步地,所述网络隔离和数据整合模块包括网络隔离单元和数据整合单元,Further, the network isolation and data integration module includes a network isolation unit and a data integration unit,

所述网络隔离单元,用于将外网数据依据专用通信协议单向传输至内网;The network isolation unit is used to unidirectionally transmit data from the external network to the internal network according to a dedicated communication protocol;

所述数据整合单元,用于将外网数据和内网数据整合并发送至所述数据存储模块。The data integration unit is used to integrate external network data and internal network data and send them to the data storage module.

进一步地,还包括主板,所述网络隔离和数据合并模块、数据存储模块通过所述主板上电路连接,所述外网数据采集处理模块和内网数据采集处理模块通过插槽与所述主板连接。Further, it also includes a mainboard, the network isolation and data merging module, and the data storage module are connected through circuits on the mainboard, and the external network data collection and processing module and the internal network data collection and processing module are connected to the mainboard through slots .

进一步地,所述主板还设置有多个预留插槽。Further, the motherboard is also provided with a plurality of reserved slots.

进一步地,还包括存储端接口,所述存储端接口与所述数据存储模块连接。Further, a storage terminal interface is also included, and the storage terminal interface is connected to the data storage module.

进一步地,所述存储端接口为RJ-45接口。Further, the storage terminal interface is an RJ-45 interface.

进一步地,所述网络接口为RJ-45接口。Further, the network interface is an RJ-45 interface.

进一步地,设置有四个RJ-45接口。Further, four RJ-45 interfaces are provided.

本实用新型的跨网络的多源异构数据采集装置,具有以下有益效果:The cross-network multi-source heterogeneous data acquisition device of the utility model has the following beneficial effects:

1、本装置集数据采集、内外网数据传输、数据处理于一体,可以有效降低系统部署工作量,缩短设备设计、安装和调试周期;1. This device integrates data collection, internal and external network data transmission, and data processing, which can effectively reduce the workload of system deployment and shorten the cycle of equipment design, installation and commissioning;

2、本装置集成了物理隔离网络数据单向传输模块,解决了异构数据在物理隔离网络之间交互的问题,在保证内网安全基础上提高了数据交互性能;2. This device integrates a one-way transmission module of physically isolated network data, which solves the problem of heterogeneous data interaction between physically isolated networks, and improves data interaction performance on the basis of ensuring intranet security;

3、本装置数据采集处理模块采用插槽模式,扩展性能高;3. The data acquisition and processing module of this device adopts the slot mode, which has high expansion performance;

4、本装置的网络接口可自由切换至数据采集处理模块或数据采集处理模块,实现内网或外网的网络接口灵活配比。4. The network interface of this device can be freely switched to the data acquisition and processing module or the data acquisition and processing module, so as to realize the flexible configuration of the network interface of the internal network or the external network.

附图说明Description of drawings

图1是实用新型的跨网络的多源异构数据采集装置一实施例的结构示意图;Fig. 1 is the structural representation of an embodiment of the cross-network multi-source heterogeneous data acquisition device of the utility model;

图2是实用新型的内网数据采集处理模块结构示意图;Fig. 2 is a structural schematic diagram of the intranet data collection and processing module of the utility model;

图3是实用新型的外网数据采集处理模块结构示意图;Fig. 3 is a schematic structural diagram of the external network data acquisition and processing module of the utility model;

图4是实用新型的网络隔离和数据整合模块结构示意图。Fig. 4 is a schematic structural diagram of the network isolation and data integration module of the utility model.

图中,1网络接口,2单刀双掷开关,3 内网数据采集处理模块,31 内网数据采集单元,32 内网数据处理单元,4 外网数据采集处理模块,41 外网数据采集单元,42 外网数据处理单元,5 网络隔离和数据整合模块,51 数据整合单元,52 网络隔离单元,6 数据存储模块,7 存储端接口。In the figure, 1 network interface, 2 SPDT switch, 3 internal network data collection and processing module, 31 internal network data collection unit, 32 internal network data processing unit, 4 external network data collection and processing module, 41 external network data collection unit, 42 external network data processing unit, 5 network isolation and data integration module, 51 data integration unit, 52 network isolation unit, 6 data storage module, 7 storage terminal interface.

具体实施方式detailed description

下面结合附图和具体实施例对本实用新型作进一步说明,以使本领域的技术人员可以更好地理解本实用新型并能予以实施,但所举实施例不作为对本实用新型的限定。The utility model will be further described below in conjunction with the accompanying drawings and specific embodiments, so that those skilled in the art can better understand the utility model and implement it, but the examples given are not intended to limit the utility model.

实施例一:Embodiment one:

如图1、图2、图3,所示,一种跨网络多源异构数据采集装置,包括:多个网络接口1、与所述网络接口1一一对应的单刀双掷开关2、用于采集内网数据并进行处理的内网数据采集处理模块3、用于采集外网数据并进行处理的外网数据采集处理模块4、用于将外网数据单向传输至内网并将数据进行合并的网络隔离和数据整合模块5、用于存储合并后的数据的数据存储模块6,As shown in Fig. 1, Fig. 2 and Fig. 3, a cross-network multi-source heterogeneous data collection device includes: a plurality of network interfaces 1, single-pole double-throw switches 2 corresponding to the network interfaces 1 one-to-one, Intranet data collection and processing module for collecting and processing intranet data 3, external network data collection and processing module for collecting and processing external network data 4, for one-way transmission of external network data to internal network and data processing A network isolation and data integration module 5 for merging, a data storage module 6 for storing the merged data,

其中,所述网络接口1通过所述单刀双掷开关2的两个不动端分别连接至所述内网数据采集处理模块3和外网数据采集处理模块4;Wherein, the network interface 1 is respectively connected to the internal network data collection and processing module 3 and the external network data collection and processing module 4 through the two fixed ends of the SPDT switch 2;

所述内网数据采集处理模块3和外网数据采集处理模块4分别通过所述网络隔离和数据交换模块5连接至所述数据存储模块6。The internal network data collection and processing module 3 and the external network data collection and processing module 4 are respectively connected to the data storage module 6 through the network isolation and data exchange module 5 .

所述内网数据采集处理模块3,包括用于采集内网数据的内网数据采集单元31和用于将所采集到的内网数据进行格式规范化处理的内网数据处理单元32。The intranet data collection and processing module 3 includes an intranet data collection unit 31 for collecting intranet data and an intranet data processing unit 32 for standardizing the format of the collected intranet data.

所述外网数据采集处理模块4,包括用于采集外网数据的外网数据采集单元41和用于将所采集到的外网数据进行格式规范化处理的外网数据处理单元42。The external network data collection and processing module 4 includes an external network data collection unit 41 for collecting external network data and an external network data processing unit 42 for format-standardizing the collected external network data.

所述内网数据采集单元31通过所述单刀双掷开关2、网络接口1与内网设备连接,采集内网设备的第一数据并发送至所述内网数据处理单元32,所述内网数据处理单元32,将所述第一数据标记、清洗、格式规范化转换为第三数据,并将所述第三数据发送至网络隔离和数据整合模块5;The intranet data collection unit 31 is connected to the intranet device through the SPDT switch 2 and the network interface 1, collects the first data of the intranet device and sends it to the intranet data processing unit 32, and the intranet The data processing unit 32 converts the first data into third data by marking, cleaning, and normalizing the format, and sends the third data to the network isolation and data integration module 5;

所述外网数据采集单元41通过所述单刀双掷开关2、网络接口1与外网设备连接,采集外网设备的第二数据并发送至所述外网数据处理单元42,所述外网数据处理单元42,将所述第二数据标记、清洗、格式规范化转换为第四数据,并将所述第四数据发送至网络隔离和数据整合模块5;The external network data acquisition unit 41 is connected to the external network device through the single pole double throw switch 2 and the network interface 1, collects the second data of the external network device and sends it to the external network data processing unit 42, and the external network The data processing unit 42 converts the second data into fourth data by marking, cleaning, and normalizing the format, and sends the fourth data to the network isolation and data integration module 5;

所述网络隔离和数据整合模块5包括网络隔离单元52和数据整合单元51,The network isolation and data integration module 5 includes a network isolation unit 52 and a data integration unit 51,

所述网络隔离单元52,用于将所述第四数据依据专用通信协议单向传输至数据整合单元51;The network isolation unit 52 is configured to unidirectionally transmit the fourth data to the data integration unit 51 according to a dedicated communication protocol;

所述数据整合单元51,用于将所述第四数据和所述第三数据整合为第五并发送至所述数据存储模块6。The data integration unit 51 is configured to integrate the fourth data and the third data into a fifth and send it to the data storage module 6 .

内网数据采集单元31、外网数据采集单元41通过配置相关策略,定义相关的接口、周期、调用频率和对象等参数,自动从内网设备和外网设备中抽取数据,数据采集策略可以根据不同的业务系统、应用场景及需求分别进行定义;采集上来的数据来源多样、数量庞大、结构各异、属性繁多,需要进行数据标记、清洗、格式规范化转换等预处理工作。数据标记和清洗主要根据数据所属的业务系统、类型、结构、大小等,打上统一规范的标记,用于标识数据的来源、种类等属性。同时,结合数据规则库,根据数据的标记,将相应的规则与数据进行封装,封装完成的数据可识别、可控制并带有相应清洗规则。数据格式规范化转换主要通过数据泛化、规范化、数据属性构造等操作,提高数据挖掘或数据流挖掘的精度和性能。数据泛化使用概念分层,用高层次概念替换低层次“原始”数据,将数据库中的原始数据泛化成用户感兴趣的概念层次上的、聚合的、具有统计意义的元数据,为在线分类提供了良好的数据环境。泛化的主要策略包括在最小分解单位上泛化、属性去除、概念树攀升、增加属性等,相关的泛化算法有面向属性归纳的泛化算法和基于数据立方体的泛化算法等。Intranet data collection unit 31 and external network data collection unit 41 automatically extract data from internal network equipment and external network equipment by configuring relevant strategies, defining parameters such as relevant interfaces, cycles, calling frequency and objects, and data collection strategies can be based on Different business systems, application scenarios, and requirements are defined separately; the collected data comes from various sources, is huge in quantity, has various structures, and has various attributes, and requires preprocessing such as data labeling, cleaning, and format standardization conversion. Data labeling and cleaning is mainly based on the business system, type, structure, size, etc. to which the data belongs, and is marked with a unified standard to identify the source, type and other attributes of the data. At the same time, combined with the data rule base, according to the data mark, the corresponding rules and data are encapsulated, and the encapsulated data can be identified, controlled and have corresponding cleaning rules. Data format normalization conversion mainly improves the accuracy and performance of data mining or data stream mining through operations such as data generalization, normalization, and data attribute construction. Data generalization uses concept hierarchy to replace low-level "raw" data with high-level concepts, and generalizes the original data in the database into conceptual level, aggregated, and statistically significant metadata that users are interested in. Provides a good data environment. The main strategies of generalization include generalization on the smallest decomposition unit, attribute removal, concept tree climbing, and attribute addition. Related generalization algorithms include generalization algorithms for attribute induction and generalization algorithms based on data cubes.

内、外网数据经过处理后,形成统一格式的规范化第三数据和第四数据。网络隔离单元52在内、外网间采用专用通信协议,只允许数据整合单元51和外网数据处理单元42之间的数据单向传输。外网数据处理单元42完成处理之后,向数据整合单元51发出数据传输请求消息,数据整合单元51对请求消息进行验证之后,按照预定义数据传输规则从外网数据处理单元42提取数据,经过数据有效性和安全性验证之后,将数据整合为第五数据并存储到数据存储模块6中。数据传输规则可以根据不同的业务系统、应用场景及需求进行定义。After the internal and external network data are processed, standardized third data and fourth data in a unified format are formed. The network isolation unit 52 adopts a dedicated communication protocol between the internal network and the external network, and only allows one-way data transmission between the data integration unit 51 and the data processing unit 42 of the external network. After the external network data processing unit 42 completes the processing, it sends a data transmission request message to the data integration unit 51. After the data integration unit 51 verifies the request message, it extracts data from the external network data processing unit 42 according to the predefined data transmission rules. After validity and safety verification, the data is integrated into fifth data and stored in the data storage module 6 . Data transmission rules can be defined according to different business systems, application scenarios and requirements.

所述数据存储模块6,用于存储所述第五数据。The data storage module 6 is configured to store the fifth data.

存储在数据存储模块6中的第五数据可以通过存储端接口7,提供给外部设备使用,所述存储端接口为RJ-45接口。The fifth data stored in the data storage module 6 can be provided to external devices through the storage terminal interface 7, and the storage terminal interface is an RJ-45 interface.

所述跨网络多源异构数据采集装置还包括主板,所述网络隔离和数据合并模块5、数据存储模块6通过所述主板上电路连接,所述内网数据采集处理模块3和外网数据采集处理模块4通过插槽与所述主板连接。The cross-network multi-source heterogeneous data acquisition device also includes a main board, the network isolation and data merging module 5, and the data storage module 6 are connected by circuits on the main board, and the internal network data collection and processing module 3 and the external network data The acquisition processing module 4 is connected with the main board through a slot.

所述主板还设置有多个预留插槽,可用来扩展所述内网数据采集处理模块3和外网数据采集处理模块4的数量。The motherboard is also provided with a plurality of reserved slots, which can be used to expand the quantity of the internal network data collection and processing module 3 and the external network data collection and processing module 4 .

本实施例中,设置有四个网络接口1,所述网络接口为RJ-45接口,所述网络接口1也可以根据需要设置不同数量。In this embodiment, four network interfaces 1 are provided, and the network interfaces are RJ-45 interfaces, and different numbers of network interfaces 1 can also be set according to needs.

所述跨网络多源异构数据采集装置使用过程中,可以通过切换单刀双掷开关6的不同状态,选择将网络接口1接入内网数据采集处理模块3或外网数据采集处理模块4,即实现网络接口数量固定的情况下,自由选择连接外网设备和内网设备的网络接口1的比例。During the use of the cross-network multi-source heterogeneous data acquisition device, the network interface 1 can be selected to be connected to the internal network data acquisition and processing module 3 or the external network data acquisition and processing module 4 by switching the different states of the single-pole double-throw switch 6, That is, when the number of network interfaces is fixed, the proportion of network interface 1 connecting external network devices and internal network devices can be freely selected.

以上所述实施例仅是为充分说明本实用新型而所举的较佳的实施例,本实用新型的保护范围不限于此。本技术领域的技术人员在本实用新型基础上所作的等同替代或变换,均在本实用新型的保护范围之内。本实用新型的保护范围以权利要求书为准。The above-mentioned embodiments are only preferred embodiments for fully illustrating the utility model, and the protection scope of the utility model is not limited thereto. Equivalent substitutions or transformations made by those skilled in the art on the basis of the present utility model are all within the protection scope of the present utility model. The scope of protection of the utility model shall be determined by the claims.

Claims (10)

1. the multi-source heterogeneous data acquisition unit of a kind of across a network, it is characterised in that include:Multiple network interfaces and the network The one-to-one single-pole double-throw switch (SPDT) of interface, for gather intranet data and processed intranet data acquisition processing module, For gather outer network data and processed outer net digital sampling and processing, for outer net data to be one-way transmitted into Intranet And the Network Isolation that merges data and Data Integration module, merge for storage after data data memory module,
Wherein, the network interface by two of the single-pole double-throw switch (SPDT) not moved end be respectively connecting to the intranet data and adopt Collection processing module and outer net digital sampling and processing;
The intranet data acquisition processing module and outer net digital sampling and processing are respectively by the Network Isolation and data Switching Module is connected to the data memory module.
2. the multi-source heterogeneous data acquisition unit of across a network as claimed in claim 1, it is characterised in that the intranet data collection Processing module, including for gathering the intranet data collecting unit of intranet data and for the intranet data for being collected to be carried out The intranet data processing unit of format specificationization process.
3. the multi-source heterogeneous data acquisition unit of across a network as claimed in claim 1, it is characterised in that the outer net data acquisition Processing module, including for gathering the outer net data acquisition unit of outer network data and for the outer network data for being collected to be carried out The outer net data processing unit of format specificationization process.
4. the multi-source heterogeneous data acquisition unit of across a network as claimed in claim 1, it is characterised in that the Network Isolation sum Include Network Isolation unit and data integral unit according to module is integrated,
The Network Isolation unit, for outer network data to be one-way transmitted into Intranet according to private communication protocol;
The Data Integration unit, for integrating and sending to the data memory module outer network data and intranet data.
5. the multi-source heterogeneous data acquisition unit of across a network as described in Claims 1-4 is arbitrary, it is characterised in that also including master Plate, the Network Isolation and data combiners block, data memory module are connected by the main on-board circuitry, the outer network data Acquisition processing module and intranet data acquisition processing module are connected by slot with the mainboard.
6. the multi-source heterogeneous data acquisition unit of across a network as claimed in claim 5, it is characterised in that the mainboard is additionally provided with Multiple reserved slots.
7. the multi-source heterogeneous data acquisition unit of across a network as described in Claims 1-4 is arbitrary, it is characterised in that also including depositing Storage end interface, the storage end interface is connected with the data memory module.
8. the multi-source heterogeneous data acquisition unit of across a network as claimed in claim 7, it is characterised in that the storage end interface is RJ-45 interfaces.
9. the multi-source heterogeneous data acquisition unit of across a network as described in Claims 1-4 is arbitrary, it is characterised in that the network Interface is RJ-45 interfaces.
10. the multi-source heterogeneous data acquisition unit of across a network as claimed in claim 9, it is characterised in that be provided with four RJ-45 Interface.
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Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107295087A (en) * 2017-06-29 2017-10-24 人民法院信息技术服务中心 It is a kind of realize net system between data aggregate system and method
CN110958283A (en) * 2018-09-27 2020-04-03 沈阳铝镁设计研究院有限公司 System and method for acquiring production operation data of electrolytic cells in multi-electrolytic aluminum plant
CN111597196A (en) * 2020-05-09 2020-08-28 北京百度网讯科技有限公司 Data processing method and device and electronic equipment

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107295087A (en) * 2017-06-29 2017-10-24 人民法院信息技术服务中心 It is a kind of realize net system between data aggregate system and method
CN107295087B (en) * 2017-06-29 2020-06-02 人民法院信息技术服务中心 System and method for realizing data aggregation between network systems
CN110958283A (en) * 2018-09-27 2020-04-03 沈阳铝镁设计研究院有限公司 System and method for acquiring production operation data of electrolytic cells in multi-electrolytic aluminum plant
CN111597196A (en) * 2020-05-09 2020-08-28 北京百度网讯科技有限公司 Data processing method and device and electronic equipment
CN111597196B (en) * 2020-05-09 2024-02-13 北京百度网讯科技有限公司 Data processing method and device and electronic equipment

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