OPCUA可执行模型(4)-工业4.0 的管理壳(AAS) 的实现

2023-12-05 17:30

本文主要是介绍OPCUA可执行模型(4)-工业4.0 的管理壳(AAS) 的实现,希望对大家解决编程问题提供一定的参考价值,需要的开发者们随着小编来一起学习吧!

        管理壳是I4.0 的重要概念,在I.40 的观点下,今后所有的生产设备都有一个管理壳,两台设备只要通过网线连接起来就能够相互协同操作。以后部署一条生产线就像在电化教室中将电脑连上网线就能够打网络游戏那么简单。这就是所谓的“即插即制造 Plug And Produce”。目前这样的爽事还没有实现。

  网络上关于管理壳AAS 的描述非常多,但是看完这些关于管理壳的介绍之后,大多数人仍然一头雾水,不知道从何做起。在这里讨论如何构建”即插即制造“的演示系统。在讨论之前,我们也大致介绍一下管理壳的基本概念。在文章的后半部分,我们将讨论如何去实现它们。

什么是资产管理壳(AAS)?

       它是一个资产的信息和功能的虚拟表现。它提供了信息交换的标准化通信。它是工业4.0 信息和增值功能的访问点。

为什么需要资产管理壳(Asset Administration Shell)?

资产管理的壳的目的是沿着生产系统的生命周期交换资产相关的数据。它借用了计算机中“Plug-and-Play 的概念,希望实现插入即生产,(”Plug-and-Produce“)的愿景。

        显然,这里的Plug 并非物理的插入,而是信息模型之间的数据的对接。设备A Plug In 设备B 那么设备A就能够访问设备B 的信息模型。

这里的Plug 是一个网络的连接·。

另外一种方式是上层软件访问底层的管理壳。例如MES 软件访问设备的管理壳(信息模型)。

直白一点,管理壳是设备的数字化模型。Plug 就是访问设备的AAS 模型,并且可通过OPC UA 的方法来“启动”,停止设备。设置设备的属性等等。

如何实现资产管理壳

首先要使用AutomationML构建PnP 系统的信息模型。第二步使用OPC UA 实现AAS 之间交换数据的的通信接口。

PnP 系统架构

云层

Web UI 能够控制PnP 系统的操作,实时地演示系统的AAS数据

平台层

使用AutoMationML 表现AAS 数据的公共信息模型

OPCUA 实现机器人,转台的互操作。并且作为AAS 的通信接口。

TSN 保证AAS 通信的数据传输的实时性和确定性

现场层

厂商独立资产的协同操作,实现PnP 的操作。

 

TSN 系统架构

云端层提供了一个Web 为基础的HMI接口,演示和操作整个TSN 机器人控制系统。

通信层 使用OPCUA /TSN 提供交换机械臂控制命令和状态反馈。同时它使用AutomationML 和OPC UA 将云端与现场层连接。

现场层 包含了各种工业设施(TSN交换机,TSN 终端,LinuxPC,工业机械臂,转台等等。实现TSN为基础的机械臂控制和转台操作。

从开发者的角度看AAS

说到这里,你也许仍然是一头雾水。 在开发者的角度看,AAS 是什么?如何在实践工程中应用?以笔者看来,AAS的本质是标准化的设备OPC UA 信息模型,比如,对于一个机械臂而言,它的型号,操作参数等等属性都包含在AAS 模型中。应用程序可以通过AAS 子模型中的属性来操控机械臂。

   另一方面,AAS 还不仅仅是设备中的OPC UA 信息模型。AAS 在设备的整个生命周期内都能够使用。比如在数字仿真,数字孪生系统中,AAS 中包含了3D 模型,也包括了设备的机械特性,电功率等等。某些模型也许在控制系统中并不需要,但是在仿真和设计,维护时需要使用。从这个意义上讲,AAS 是设备的总的信息模型,或者说是设备的”百科全书“!在产品的生命周期中都可以查阅使用。

   构建AAS 的另外一个好处是不同厂商设备的AAS 标准化,使工程设计过程中的设备模型与厂商无关。并且实现不同厂商设备的互换性。因此,人们计划建立一个存储AAS 模型的网站,在设计过程中能够查阅AAS 模型。最终形成一个工业4.0 平台和生态系统。

    再一次强调的是管理壳成败的关键是标准化和生态系统的形成。

另一个重要的标准是Ecl@ss 。它们也正在与AAS 标准化相互融合,比如能够使用Ecl@ss 对AAS的子模型做出标识和语义规范。

从上图可见,系统设计师在系统设计过程中可用查阅EClass 网站,获取相应的Submodel ,然后构建自己设备的AAS。可用设想,如果全世界的大多数物品的AAS 都构建完成,并且查阅到的话,系统设计会变得如此的简单。这也应了一句化。软件工程师的一切努力都是为了让自己早日失业!

 回到我们的正题,对于当前的系统工程师而言,自己构建一个AAS 就可以实现Plug-and-Produce 的DemoDay 了。

演示系统的实现

在许多场合,100页PPT 不如一个Demo 程序来的痛快。软件工程师需要细节。网络上有一个项目,是韩国汉阳大学开发的。针对的正是上面介绍的系统,两个机械臂和一个转台。

GitHub - hanyangyexun/AAS-based-PnP-Demo

 我们从中可以看出一点管理壳实现的影子。 我大致看了一些它们的代码,在这个项目中:

      管理壳是使用AML 语言描述的。每个设备构建了AAS模型,但是它使用的并不是AAS 的格式,而是CAEX 文件格式。

下面是它们的描述

<?xml version="1.0" encoding="utf-8"?>
<CAEXFile xsi:noNamespaceSchemaLocation="CAEX_ClassModel_V2.15.xsd" FileName="finalpnpserver.aml" SchemaVersion="2.15" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"><AdditionalInformation AutomationMLVersion="2.0" /><AdditionalInformation><WriterHeader><WriterName>CAEXEditor</WriterName><WriterID>CAEXEditor20130613</WriterID><WriterVendor>Fraunhofer IOSB</WriterVendor><WriterVendorURL>www.mes.fraunhofer.de</WriterVendorURL><WriterVersion>2.2.15</WriterVersion><WriterRelease /><LastWritingDateTime>2017-02-20T15:02:20.0500020+01:00</LastWritingDateTime><WriterProjectTitle /><WriterProjectID /></WriterHeader></AdditionalInformation><InstanceHierarchy Name="AAS in PnP Demo"><Version>0.3.5</Version><InternalElement Name="AAS_KUKA_Robot" ID="65b425fa-0bdb-496e-a1ae-28171cea1fcd"><Attribute Name="StartCommand" AttributeDataType="xs:string"><Description>start/stop</Description><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>3a6d6b22-9a1b-4959-a413-e581aa834e00</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=StartCommand</Value></Attribute></Attribute><Attribute Name="PositionX" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>3a6d6b22-9a1b-4959-a413-e581aa834e00</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=PositionDataX</Value></Attribute></Attribute><Attribute Name="PositionY" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>3a6d6b22-9a1b-4959-a413-e581aa834e00</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=PositionDataY</Value></Attribute></Attribute><Attribute Name="PositionZ" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>3a6d6b22-9a1b-4959-a413-e581aa834e00</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=PositionDataZ</Value></Attribute></Attribute><Attribute Name="PositionA" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>3a6d6b22-9a1b-4959-a413-e581aa834e00</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=PositionDataA</Value></Attribute></Attribute><Attribute Name="PositionB" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>3a6d6b22-9a1b-4959-a413-e581aa834e00</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=PositionDataB</Value></Attribute></Attribute><Attribute Name="PositionC" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>3a6d6b22-9a1b-4959-a413-e581aa834e00</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=PositionDataC</Value></Attribute></Attribute><Attribute Name="kuka_gripper"><Attribute Name="RefDataSource"><Value>3a6d6b22-9a1b-4959-a413-e581aa834e00</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=kuka_gripper</Value></Attribute></Attribute><Attribute Name="kuka_sensors"><Attribute Name="RefDataSource"><Value>3a6d6b22-9a1b-4959-a413-e581aa834e00</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=kuka_sensors</Value></Attribute></Attribute><Attribute Name="kuka_light"><Attribute Name="RefDataSource"><Value>3a6d6b22-9a1b-4959-a413-e581aa834e00</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=kuka_light</Value></Attribute></Attribute><Attribute Name="kuka_state" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>3a6d6b22-9a1b-4959-a413-e581aa834e00</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=kuka_state</Value></Attribute></Attribute><Attribute Name="table_to_kuka"><Attribute Name="RefDataSource"><Value>3a6d6b22-9a1b-4959-a413-e581aa834e00</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=table_to_kuka</Value></Attribute></Attribute></InternalElement><InternalElement Name="AAS_Epson1_Robot" ID="5edaf471-ae3c-4854-bcc3-a9340f6da7c2"><Attribute Name="StartCommand" AttributeDataType="xs:string"><Description>start/stop</Description><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>da51cded-5ec5-4112-bdee-526cb5f0113c</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=::EPSON_C4_Robot_Command:EPSON_C4_Start_Set</Value></Attribute></Attribute><Attribute Name="PositionX" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>da51cded-5ec5-4112-bdee-526cb5f0113c</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=::EPSON_C4_Robot_Monitoring:EPSON_C4_X_Data</Value></Attribute></Attribute><Attribute Name="PositionY" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>da51cded-5ec5-4112-bdee-526cb5f0113c</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=::EPSON_C4_Robot_Monitoring:EPSON_C4_Y_Data</Value></Attribute></Attribute><Attribute Name="PositionZ" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>da51cded-5ec5-4112-bdee-526cb5f0113c</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=::EPSON_C4_Robot_Monitoring:EPSON_C4_Z_Data</Value></Attribute></Attribute><Attribute Name="PositionU" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>da51cded-5ec5-4112-bdee-526cb5f0113c</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=::EPSON_C4_Robot_Monitoring:EPSON_C4_U_Data</Value></Attribute></Attribute><Attribute Name="PositionV" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>da51cded-5ec5-4112-bdee-526cb5f0113c</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=::EPSON_C4_Robot_Monitoring:EPSON_C4_V_Data</Value></Attribute></Attribute><Attribute Name="PositionW" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>da51cded-5ec5-4112-bdee-526cb5f0113c</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=::EPSON_C4_Robot_Monitoring:EPSON_C4_W_Data</Value></Attribute></Attribute><Attribute Name="epson1_gripper"><Attribute Name="RefDataSource"><Value>da51cded-5ec5-4112-bdee-526cb5f0113c</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=::EPSON_C4_Robot_Monitoring:EPSON_C4_Gripper_Status</Value></Attribute></Attribute><Attribute Name="epson1_sensors"><Attribute Name="RefDataSource"><Value>da51cded-5ec5-4112-bdee-526cb5f0113c</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=::EPSON_C4_Robot_Monitoring:EPSON_C4_SensorLR_Running_Status</Value></Attribute></Attribute><Attribute Name="epson1_light"><Attribute Name="RefDataSource"><Value>da51cded-5ec5-4112-bdee-526cb5f0113c</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=::EPSON_C4_Robot_Monitoring:EPSON_C4_Indicator_Light_Status</Value></Attribute></Attribute><Attribute Name="epson1_state" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>da51cded-5ec5-4112-bdee-526cb5f0113c</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=::EPSON_C4_Robot_Command:Epson_C4_Running_Status</Value></Attribute></Attribute><Attribute Name="table_to_epson1" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>da51cded-5ec5-4112-bdee-526cb5f0113c</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=::EPSON_C4_Robot_Monitoring:EPSON_C4_Turntable_Running_Status</Value></Attribute></Attribute></InternalElement><InternalElement Name="AAS_Epson2_Robot" ID="d6a952c0-2c6c-4941-9c13-94177a3566f7"><Attribute Name="StartCommand" AttributeDataType="xs:string"><Description>start/stop</Description><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>4936367c-364a-4ad9-b12e-fd1bd93600ad</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=::EPSON_SCARA_Robot_Command:EPSON_SCARA_Start_Set</Value></Attribute></Attribute><Attribute Name="PositionX" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>4936367c-364a-4ad9-b12e-fd1bd93600ad</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=::EPSON_SCARA_Robot_Monitoring:EPSON_SCARA_X_Data</Value></Attribute></Attribute><Attribute Name="PositionY" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>4936367c-364a-4ad9-b12e-fd1bd93600ad</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=::EPSON_SCARA_Robot_Monitoring:EPSON_SCARA_Y_Data</Value></Attribute></Attribute><Attribute Name="PositionZ" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>4936367c-364a-4ad9-b12e-fd1bd93600ad</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=::EPSON_SCARA_Robot_Monitoring:EPSON_SCARA_Z_Data</Value></Attribute></Attribute><Attribute Name="PositionU" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>da51cded-5ec5-4112-bdee-526cb5f0113c</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=::EPSON_SCARA_Robot_Monitoring:EPSON_SCARA_U_Data</Value></Attribute></Attribute><Attribute Name="PositionV" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>4936367c-364a-4ad9-b12e-fd1bd93600ad</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=::EPSON_SCARA_Robot_Monitoring:EPSON_SCARA_V_Data</Value></Attribute></Attribute><Attribute Name="epson2_gripper"><Attribute Name="RefDataSource"><Value>4936367c-364a-4ad9-b12e-fd1bd93600ad</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=::EPSON_SCARA_Robot_Monitoring:EPSON_SCARA_Gripper_Status</Value></Attribute></Attribute><Attribute Name="epson2_sensors"><Attribute Name="RefDataSource"><Value>4936367c-364a-4ad9-b12e-fd1bd93600ad</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=::EPSON_SCARA_Robot_Monitoring:EPSON_SCARA_SensorLR_Running_Status</Value></Attribute></Attribute><Attribute Name="epson2_light"><Attribute Name="RefDataSource"><Value>4936367c-364a-4ad9-b12e-fd1bd93600ad</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=::EPSON_SCARA_Robot_Monitoring:EPSON_SCARA_Indicator_Light_Status</Value></Attribute></Attribute><Attribute Name="epson2_state" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>4936367c-364a-4ad9-b12e-fd1bd93600ad</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=::EPSON_SCARA_Robot_Command:Epson_SCARA_Running_Status</Value></Attribute></Attribute><Attribute Name="table_to_epson2" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>4936367c-364a-4ad9-b12e-fd1bd93600ad</Value></Attribute><Attribute Name="NodeId"><Value>ns=1;s=::EPSON_SCARA_Robot_Monitoring:EPSON_SCARA_Turntable_Running_Status</Value></Attribute></Attribute></InternalElement><InternalElement Name="AAS_Rotation_Table" ID="0a04cce4-a64a-4566-b916-06a8639d7dcd"><Attribute Name="PLC_Start" AttributeDataType="xs:string"><Description>start/stop</Description><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>d5a1d4da-8afb-44d4-a28f-438bfd2f2fc9</Value></Attribute><Attribute Name="NodeId"><Value>ns=6;s=::Program2:PLC_Start_Set</Value></Attribute></Attribute><Attribute Name="kuka_to_table" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>d5a1d4da-8afb-44d4-a28f-438bfd2f2fc9</Value></Attribute><Attribute Name="NodeId"><Value>ns=6;s=::Program2:Kuka_Status</Value></Attribute></Attribute><Attribute Name="epson1_to_table" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>d5a1d4da-8afb-44d4-a28f-438bfd2f2fc9</Value></Attribute><Attribute Name="NodeId"><Value>ns=6;s=::Program2:Epson1_Status</Value></Attribute></Attribute><Attribute Name="epson2_to_table" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>d5a1d4da-8afb-44d4-a28f-438bfd2f2fc9</Value></Attribute><Attribute Name="NodeId"><Value>ns=6;s=::Program2:Epson2_Status</Value></Attribute></Attribute><Attribute Name="table_to_kuka" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>d5a1d4da-8afb-44d4-a28f-438bfd2f2fc9</Value></Attribute><Attribute Name="NodeId"><Value>ns=6;s=::Program2:PLC_Kuka_Status</Value></Attribute></Attribute><Attribute Name="table_to_epson1" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>d5a1d4da-8afb-44d4-a28f-438bfd2f2fc9</Value></Attribute><Attribute Name="NodeId"><Value>ns=6;s=::Program2:PLC_Epson1_Status</Value></Attribute></Attribute><Attribute Name="table_to_epson2" AttributeDataType="xs:string"><RefSemantic CorrespondingAttributePath="aml-dataSourceType:OPCUA" /><Attribute Name="RefDataSource"><Value>d5a1d4da-8afb-44d4-a28f-438bfd2f2fc9</Value></Attribute><Attribute Name="NodeId"><Value>ns=6;s=::Program2:PLC_Epson2_Status</Value></Attribute></Attribute><Attribute Name="table_to_UI"><Attribute Name="RefDataSource"><Value>d5a1d4da-8afb-44d4-a28f-438bfd2f2fc9</Value></Attribute><Attribute Name="NodeId"><Value>ns=6;s=::Program2:PLC_Table_State</Value></Attribute></Attribute></InternalElement><InternalElement Name="KUAK OPC UA Server" ID="3a6d6b22-9a1b-4959-a413-e581aa834e00"><Attribute Name="DiscoveryURL" AttributeDataType="xs:anyURI"><Value>opc.tcp://192.168.0.177:4841</Value></Attribute><RoleRequirements RefBaseRoleClassPath="DataVariableRoleClassLib/DataSource/OPCUA-Server" /></InternalElement><InternalElement Name="Epson 1 OPC UA Server" ID="da51cded-5ec5-4112-bdee-526cb5f0113c"><Attribute Name="DiscoveryURL" AttributeDataType="xs:anyURI"><Value>opc.tcp://192.168.0.42:4842</Value></Attribute><RoleRequirements RefBaseRoleClassPath="DataVariableRoleClassLib/DataSource/OPCUA-Server" /></InternalElement><InternalElement Name="Epson 2 OPC UA Server" ID="4936367c-364a-4ad9-b12e-fd1bd93600ad"><Attribute Name="DiscoveryURL" AttributeDataType="xs:anyURI"><Value>opc.tcp://192.168.0.43:4843</Value></Attribute><RoleRequirements RefBaseRoleClassPath="DataVariableRoleClassLib/DataSource/OPCUA-Server" /></InternalElement><InternalElement Name="Table OPC UA Server" ID="d5a1d4da-8afb-44d4-a28f-438bfd2f2fc9"><Attribute Name="DiscoveryURL" AttributeDataType="xs:anyURI"><Value>opc.tcp://192.168.0.44:4844</Value></Attribute><RoleRequirements RefBaseRoleClassPath="DataVariableRoleClassLib/DataSource/OPCUA-Server" /></InternalElement></InstanceHierarchy><InterfaceClassLib Name="AutomationMLInterfaceClassLib"><Description>Standard Automation Markup Language Interface Class Library</Description><Version>2.2.0</Version><InterfaceClass Name="AutomationMLBaseInterface"><InterfaceClass Name="Order" RefBaseClassPath="AutomationMLBaseInterface"><Attribute Name="Direction" AttributeDataType="xs:string" /></InterfaceClass><InterfaceClass Name="PortConnector" RefBaseClassPath="AutomationMLBaseInterface" /><InterfaceClass Name="InterlockingConnector" RefBaseClassPath="AutomationMLBaseInterface" /><InterfaceClass Name="PPRConnector" RefBaseClassPath="AutomationMLBaseInterface" /><InterfaceClass Name="ExternalDataConnector" RefBaseClassPath="AutomationMLBaseInterface"><Attribute Name="refURI" AttributeDataType="xs:anyURI" /><InterfaceClass Name="COLLADAInterface" RefBaseClassPath="ExternalDataConnector" /><InterfaceClass Name="PLCopenXMLInterface" RefBaseClassPath="ExternalDataConnector" /></InterfaceClass><InterfaceClass Name="Communication" RefBaseClassPath="AutomationMLBaseInterface"><InterfaceClass Name="SignalInterface" RefBaseClassPath="Communication" /></InterfaceClass></InterfaceClass></InterfaceClassLib><RoleClassLib Name="AutomationMLBaseRoleClassLib"><Description>Automation Markup Language base role class library</Description><Version>2.2.0</Version><RoleClass Name="AutomationMLBaseRole"><RoleClass Name="Group" RefBaseClassPath="AutomationMLBaseRole"><Attribute Name="AssociatedFacet" AttributeDataType="xs:string" /></RoleClass><RoleClass Name="Facet" RefBaseClassPath="AutomationMLBaseRole" /><RoleClass Name="Port" RefBaseClassPath="AutomationMLBaseRole"><Attribute Name="Direction" AttributeDataType="xs:string" /><Attribute Name="Cardinality"><Attribute Name="MinOccur" AttributeDataType="xs:unsignedInt" /><Attribute Name="MaxOccur" AttributeDataType="xs:unsignedInt" /></Attribute><Attribute Name="Category" AttributeDataType="xs:string" /><ExternalInterface Name="ConnectionPoint" ID="9942bd9c-c19d-44e4-a197-11b9edf264e7" RefBaseClassPath="AutomationMLInterfaceClassLib/AutomationMLBaseInterface/PortConnector" /></RoleClass><RoleClass Name="Resource" RefBaseClassPath="AutomationMLBaseRole" /><RoleClass Name="Product" RefBaseClassPath="AutomationMLBaseRole" /><RoleClass Name="Process" RefBaseClassPath="AutomationMLBaseRole" /><RoleClass Name="Structure" RefBaseClassPath="AutomationMLBaseRole"><RoleClass Name="ProductStructure" RefBaseClassPath="Structure" /><RoleClass Name="ProcessStructure" RefBaseClassPath="Structure" /><RoleClass Name="ResourceStructure" RefBaseClassPath="Structure" /></RoleClass><RoleClass Name="PropertySet" RefBaseClassPath="AutomationMLBaseRole" /></RoleClass></RoleClassLib><RoleClassLib Name="DataVariableRoleClassLib"><Version>0.2.4</Version><RoleClass Name="DataSource" RefBaseClassPath="CommunicationRoleClassLib/LogicalDevice"><Version>0.1</Version><RoleClass Name="OPCUA-Server" RefBaseClassPath="DataVariableRoleClassLib/DataSource"><Version>0.1</Version><Attribute Name="DiscoveryURL" AttributeDataType="xs:anyURI"><Description>If this attribute is given all others except of the namespace table are obsolet.</Description></Attribute><Attribute Name="EndpointURL" AttributeDataType="xs:anyURI" /><Attribute Name="TransportProfileURI" AttributeDataType="xs:anyURI" /><Attribute Name="SecurityPolicy" /><Attribute Name="MessageSecurityMode" /><Attribute Name="UserToken" /><Attribute Name="NameSpaceTable"><Attribute Name="0" AttributeDataType="xs:anyURI"><Value>http://opcfoundation.org/UA/</Value></Attribute></Attribute></RoleClass><RoleClass Name="iTOT-Client" RefBaseClassPath="DataVariableRoleClassLib/DataSource"><Version>0.1</Version><Attribute Name="Host" /><Attribute Name="Port" AttributeDataType="xs:unsignedInt" /><Attribute Name="ReconnectTimeout" AttributeDataType="xs:double" Unit="sec" /><Attribute Name="KeepAlive" AttributeDataType="xs:boolean"><DefaultValue>FALSE</DefaultValue></Attribute><Attribute Name="NoDelay" AttributeDataType="xs:boolean"><DefaultValue>FALSE</DefaultValue></Attribute><Attribute Name="PLCType"><Description>(S7-1200)</Description></Attribute><Attribute Name="Priority" AttributeDataType="xs:unsignedInt" /><Attribute Name="QueueSize" AttributeDataType="xs:unsignedInt" /><Attribute Name="WriteQueueSize" AttributeDataType="xs:unsignedInt" Unit="Bytes" /><RoleClass Name="iTOT-DataBlock" RefBaseClassPath="DataVariableRoleClassLib/DataSource"><Version>0.1</Version><Attribute Name="DBName" /><Attribute Name="Type"><Constraint Name="InputOrOutput"><NominalScaledType><RequiredValue>Input</RequiredValue><RequiredValue>Output</RequiredValue></NominalScaledType></Constraint></Attribute><Attribute Name="RegisterNumber" AttributeDataType="xs:unsignedInt"><Description>Optional</Description></Attribute><Attribute Name="LocalEventList"><Description>optional</Description></Attribute><Attribute Name="DBBaustein" AttributeDataType="xs:unsignedInt"><Description>Optional</Description></Attribute><Attribute Name="RefDataSource" /></RoleClass></RoleClass><RoleClass Name="CanBus" RefBaseClassPath="DataVariableRoleClassLib/DataSource"><Version>0.1</Version><Attribute Name="DeviceName" /><Attribute Name="Baudrate" /></RoleClass><RoleClass Name="ProfinetHost" RefBaseClassPath="DataVariableRoleClassLib/DataSource"><Version>0.1</Version></RoleClass><RoleClass Name="ModbusTCPHost" RefBaseClassPath="DataVariableRoleClassLib/DataSource"><Version>0.1</Version></RoleClass><RoleClass Name="IOLink" RefBaseClassPath="DataVariableRoleClassLib/DataSource"><Version>0.1</Version></RoleClass><RoleClass Name="EthernetIP" RefBaseClassPath="DataVariableRoleClassLib/DataSource"><Version>0.1</Version></RoleClass><RoleClass Name="MTConnect" RefBaseClassPath="DataVariableRoleClassLib/DataSource"><Version>0.1</Version></RoleClass><RoleClass Name="CCLink" RefBaseClassPath="DataVariableRoleClassLib/DataSource"><Version>0.1</Version></RoleClass></RoleClass></RoleClassLib>
</CAEXFile>

 那么,哪一个来访问和控制这个管理壳呢?结果发现它是在云端程序中实现了一个open62541 Client 端应用程序。这个程序通过访问机械臂和转台的AAS 来实现操作的。 

/*note read/write copy from 0115client.c (git version open62541 0.3)*/
/*this is the opc client in cloud*/
#include <stdio.h>
#include "open62541.h"#include <unistd.h>
/**************udp client*///
//#include <unistd.h>
#include <sys/types.h>
#include <sys/socket.h>
#include <netinet/in.h>
#include <arpa/inet.h>
#include <stdlib.h>
//#include <stdio.h>
#include <errno.h>
#include <string.h>#define MYPORT 5555
char* SERVERIP = "192.168.0.100";
struct sockaddr_in servaddr;#define ERR_EXIT(m) \do \
{ \perror(m); \exit(EXIT_FAILURE); \} while(0)UA_Variant value[40]; /* Variants can hold scalar values and arrays of any type */
UA_String S_data[40]; /* Variants can hold scalar values and arrays of any type */UA_String Test;UA_Variant UI;/*************udp client************/
void main(int argc, char *argv[])
{int i;char button[100] = {0};int n = 0;	// this n ensures the sequence running of s1 t1 s2 t2...int sock,con;char recvbuf[1024] = {0};
for(i=0;i<40;i++) S_data[i].data=malloc(sizeof(UA_String));/* Create a client and connect */UA_Client *client = UA_Client_new(UA_ClientConfig_standard);UA_StatusCode status = UA_Client_connect(client, "opc.tcp://192.168.0.178:16664");  //aml-opcua aggregation server port 16664if(status != UA_STATUSCODE_GOOD) {UA_Client_delete(client);return status;}while (1)
{	
status =UA_Client_readValueAttribute(client, UA_NODEID_STRING(1, "0a04cce4-a64a-4566-b916-06a8639d7dcd.table_to_epson1"), &UI);  //change id
Test= *(UA_String*)UI.data;
printf("reading the \"Table_Epson1\" = 0 is: %s\n", Test.data);
//change id // ns[2] = 1
//read(sock,recvbuf,sizeof(recvbuf));
//printf("recvbuf:%s\n",recvbuf);strcpy(button,Test.data);
//printf("button:%s\n",button);
//sleep(1);
/*in case 1, Table, Epson1 and KUKA are operating*/			
if ((strcmp(button, "S1") == 0)||(strcmp(button, "S2") == 0)||(strcmp(button, "S3") == 0)||(strcmp(button, "T1") == 0)||(strcmp(button, "T2") == 0)||(strcmp(button, "T3") == 0))   //use if or while?  after: n == 1
// in case 1, if needed, divide if n == 0 and if n == 4 to make sequence of 2345
{		
/* 1. opc ua client write Start Command to E1, Table, KUKA in amlopcua aggregation server*///UA_String write 1 Turn_table_startS_data[0].length = strlen(button);//   printf("button:%s\n",button);    	strcpy(S_data[0].data,button);//   printf("S_data[0].data%s\n",S_data[0].data);UA_Variant_setScalarCopy(&value[0], &S_data[0], &UA_TYPES[UA_TYPES_STRING]);UA_Client_writeValueAttribute(client, UA_NODEID_STRING(1, "0a04cce4-a64a-4566-b916-06a8639d7dcd.PLC_Start"), &value[0]); //change id // ns[2] = 1printf("writing \"StartCommand\" = 1 to Rotation Table: %s\n", S_data[0].data);//UA_String write 2 KUKA_start	S_data[1].length = strlen(button);strcpy(S_data[1].data,button);UA_Variant_setScalarCopy(&value[1], &S_data[1], &UA_TYPES[UA_TYPES_STRING]);UA_Client_writeValueAttribute(client, UA_NODEID_STRING(1, "5edaf471-ae3c-4854-bcc3-a9340f6da7c2.StartCommand"), &value[1]); //change idprintf("writing \"StartCommand\" = 1 to KUKA: %s\n", S_data[1].data);//UA_String write 3 Epson1_start	S_data[2].length = strlen(button);strcpy(S_data[2].data,button);UA_Variant_setScalarCopy(&value[2], &S_data[2], &UA_TYPES[UA_TYPES_STRING]);UA_Client_writeValueAttribute(client, UA_NODEID_STRING(1, "65b425fa-0bdb-496e-a1ae-28171cea1fcd.StartCommand"), &value[2]); //change idprintf("writing \"StartCommand\" = 1 to Epons1: %s\n", S_data[2].data);//UA_String write 4 Epson2_start	S_data[3].length = strlen(button);strcpy(S_data[3].data,button);UA_Variant_setScalarCopy(&value[3], &S_data[3], &UA_TYPES[UA_TYPES_STRING]);UA_Client_writeValueAttribute(client, UA_NODEID_STRING(1, "d6a952c0-2c6c-4941-9c13-94177a3566f7.StartCommand"), &value[3]); //change idprintf("writing \"StartCommand\" = 1 to Epons2: %s\n", S_data[3].data);n = 1;
}//maping code/
/* 2. read (PLC)Table state, and write it to Epson1*///UA_String readstatus = UA_Client_readValueAttribute(client, UA_NODEID_STRING(1, "0a04cce4-a64a-4566-b916-06a8639d7dcd.table_to_epson1"), &value[4]);  //change idif (status == UA_STATUSCODE_GOOD &&UA_Variant_hasScalarType(&value[4], &UA_TYPES[UA_TYPES_STRING])) {//Test= *(UA_String*)value[4].data;//printf("reading the \"Table_Epson1\" = 0 is: %s\n", Test.data);}//UA_String write "0" to Epson1UA_Client_writeValueAttribute(client, UA_NODEID_STRING(1, "5edaf471-ae3c-4854-bcc3-a9340f6da7c2.table_to_epson1"), &value[4]);  //change id//printf("writing \"Table off state\" = 0 to Epson1: %s\n",Test.data);/*****************************Do we need to clear the "state 0" at each step????? memset(positionstr, 0, sizeof(positionstr));
how to ensure the sequence execution of each informtion flow?????******************************************************************************************************************************/
/* 3. read E1 state, and write it to Table*///UA_String readstatus = UA_Client_readValueAttribute(client, UA_NODEID_STRING(1, "5edaf471-ae3c-4854-bcc3-a9340f6da7c2.epson1_state"), &value[5]);  //change idif (status == UA_STATUSCODE_GOOD &&UA_Variant_hasScalarType(&value[5], &UA_TYPES[UA_TYPES_STRING])) {//Test= *(UA_String*)value[5].data;//printf("reading the \"Table_Epson1\" = 0 is: %s\n", Test.data);}//UA_String write to TableUA_Client_writeValueAttribute(client, UA_NODEID_STRING(1, "0a04cce4-a64a-4566-b916-06a8639d7dcd.epson1_to_table"), &value[5]);  //change id// printf("writing \"Epson1 off state\" = 0 to Table: %s\n",Test.data);/* 4. read Table state, and write it to KUKA*///UA_String readstatus = UA_Client_readValueAttribute(client, UA_NODEID_STRING(1, "0a04cce4-a64a-4566-b916-06a8639d7dcd.table_to_kuka"), &value[6]);  //change idif (status == UA_STATUSCODE_GOOD &&UA_Variant_hasScalarType(&value[6], &UA_TYPES[UA_TYPES_STRING])) {//Test= *(UA_String*)value[6].data;//printf("reading the \"Table_Epson1\" = 0 is: %s\n", Test.data);}//UA_String write to Epson1UA_Client_writeValueAttribute(client, UA_NODEID_STRING(1, "65b425fa-0bdb-496e-a1ae-28171cea1fcd.table_to_kuka"), &value[6]);  //change id//printf("writing \"Epson1 off state\" = 0 to Table: %s\n",Test.data);/* 5. read KUKA state, and write it to Table*///UA_String readstatus = UA_Client_readValueAttribute(client, UA_NODEID_STRING(1, "65b425fa-0bdb-496e-a1ae-28171cea1fcd.kuka_state"), &value[7]);  //change idif (status == UA_STATUSCODE_GOOD &&UA_Variant_hasScalarType(&value[7], &UA_TYPES[UA_TYPES_STRING])) {//Test= *(UA_String*)value[7].data;//printf("reading the \"Table_Epson1\" = 0 is: %s\n", Test.data);}//UA_String write to TableUA_Client_writeValueAttribute(client, UA_NODEID_STRING(1, "0a04cce4-a64a-4566-b916-06a8639d7dcd.kuka_to_table"), &value[7]);  //change id// printf("writing \"Epson1 off state\" = 0 to Table: %s\n",Test.data);/* 2. read (PLC)Table state, and write it to Epson2*///UA_String readstatus = UA_Client_readValueAttribute(client, UA_NODEID_STRING(1, "0a04cce4-a64a-4566-b916-06a8639d7dcd.table_to_epson2"), &value[16]);  //change idif (status == UA_STATUSCODE_GOOD &&UA_Variant_hasScalarType(&value[16], &UA_TYPES[UA_TYPES_STRING])) {//Test= *(UA_String*)value[16].data;//printf("reading the \"Table_Epson1\" = 0 is: %s\n", Test.data);}//UA_String write "0" to Epson2UA_Client_writeValueAttribute(client, UA_NODEID_STRING(1, "d6a952c0-2c6c-4941-9c13-94177a3566f7.table_to_epson2"), &value[16]);  //change id//printf("writing \"Table off state\" = 0 to Epson1: %s\n",Test.data);/* 3. read E2 state, and write it to Table*///UA_String readstatus = UA_Client_readValueAttribute(client, UA_NODEID_STRING(1, "d6a952c0-2c6c-4941-9c13-94177a3566f7.epson2_state"), &value[17]);  //change idif (status == UA_STATUSCODE_GOOD &&UA_Variant_hasScalarType(&value[17], &UA_TYPES[UA_TYPES_STRING])) {//Test= *(UA_String*)value[17].data;//printf("reading the \"Table_Epson1\" = 0 is: %s\n", Test.data);}//UA_String write to TableUA_Client_writeValueAttribute(client, UA_NODEID_STRING(1, "0a04cce4-a64a-4566-b916-06a8639d7dcd.epson2_to_table"), &value[17]);  //change id// printf("writing \"Epson1 off state\" = 0 to Table: %s\n",Test.data);
#if 0
/* 4. read Table state, and write it to KUKA*///UA_String readstatus = UA_Client_readValueAttribute(client, UA_NODEID_STRING(1, "0a04cce4-a64a-4566-b916-06a8639d7dcd.table_to_kuka"), &value[18]);  //change idif (status == UA_STATUSCODE_GOOD &&UA_Variant_hasScalarType(&value[18], &UA_TYPES[UA_TYPES_STRING])) {Test= *(UA_String*)value[18].data;printf("reading the \"Table_Epson1\" = 0 is: %s\n", Test.data);}//UA_String write to TableUA_Client_writeValueAttribute(client, UA_NODEID_STRING(1, "65b425fa-0bdb-496e-a1ae-28171cea1fcd.table_to_kuka"), &value[18]);  //change idprintf("writing \"Epson1 off state\" = 0 to Table: %s\n",Test.data);/* 5. read KUKA state, and write it to Table*///UA_String readstatus = UA_Client_readValueAttribute(client, UA_NODEID_STRING(1, "65b425fa-0bdb-496e-a1ae-28171cea1fcd.kuka_state"), &value[19]);  //change idif (status == UA_STATUSCODE_GOOD &&UA_Variant_hasScalarType(&value[19], &UA_TYPES[UA_TYPES_STRING])) {Test= *(UA_String*)value[19].data;printf("reading the \"Table_Epson1\" = 0 is: %s\n", Test.data);}//UA_String write to TableUA_Client_writeValueAttribute(client, UA_NODEID_STRING(1, "0a04cce4-a64a-4566-b916-06a8639d7dcd.kuka_to_table"), &value[19]);  //change idprintf("writing \"Epson1 off state\" = 0 to Table: %s\n",Test.data);	/* 2. read (PLC)Table state, and write it to Epson1*///UA_String readstatus = UA_Client_readValueAttribute(client, UA_NODEID_STRING(1, "0a04cce4-a64a-4566-b916-06a8639d7dcd.table_to_epson1"), &value[28]);  //change idif (status == UA_STATUSCODE_GOOD &&UA_Variant_hasScalarType(&value[28], &UA_TYPES[UA_TYPES_STRING])) {Test= *(UA_String*)value[28].data;printf("reading the \"Table_Epson1\" = 0 is: %s\n", Test.data);}//UA_String write "0" to Epson2UA_Client_writeValueAttribute(client, UA_NODEID_STRING(1, "5edaf471-ae3c-4854-bcc3-a9340f6da7c2.table_to_epson1"), &value[28]);  //change idprintf("writing \"Table off state\" = 0 to Epson1: %s\n",Test.data);/* 3. read E1 state, and write it to Table*///UA_String readstatus = UA_Client_readValueAttribute(client, UA_NODEID_STRING(1, "5edaf471-ae3c-4854-bcc3-a9340f6da7c2.epson1_state"), &value[29]);  //change idif (status == UA_STATUSCODE_GOOD &&UA_Variant_hasScalarType(&value[29], &UA_TYPES[UA_TYPES_STRING])) {Test= *(UA_String*)value[29].data;printf("reading the \"Table_Epson1\" = 0 is: %s\n", Test.data);}//UA_String write to TableUA_Client_writeValueAttribute(client, UA_NODEID_STRING(1, "0a04cce4-a64a-4566-b916-06a8639d7dcd.epson1_to_table"), &value[29]);  //change idprintf("writing \"Epson1 off state\" = 0 to Table: %s\n",Test.data);/* 4. read Table state, and write it to Epson2*///UA_String readstatus = UA_Client_readValueAttribute(client, UA_NODEID_STRING(1, "0a04cce4-a64a-4566-b916-06a8639d7dcd.table_to_epson2"), &value[30]);  //change idif (status == UA_STATUSCODE_GOOD &&UA_Variant_hasScalarType(&value[30], &UA_TYPES[UA_TYPES_STRING])) {Test= *(UA_String*)value[30].data;printf("reading the \"Table_Epson1\" = 0 is: %s\n", Test.data);}//UA_String write to TableUA_Client_writeValueAttribute(client, UA_NODEID_STRING(1, "d6a952c0-2c6c-4941-9c13-94177a3566f7.table_to_epson2"), &value[30]);  //change idprintf("writing \"Epson1 off state\" = 0 to Table: %s\n",Test.data);/* 5. read KUKA state, and write it to Table*///UA_String readstatus = UA_Client_readValueAttribute(client, UA_NODEID_STRING(1, "d6a952c0-2c6c-4941-9c13-94177a3566f7.epson2_state"), &value[31]);  //change idif (status == UA_STATUSCODE_GOOD &&UA_Variant_hasScalarType(&value[31], &UA_TYPES[UA_TYPES_STRING])) {Test= *(UA_String*)value[31].data;printf("reading the \"Table_Epson1\" = 0 is: %s\n", Test.data);}//UA_String write to TableUA_Client_writeValueAttribute(client, UA_NODEID_STRING(1, "0a04cce4-a64a-4566-b916-06a8639d7dcd.epson2_to_table"), &value[31]);  //change idprintf("writing \"Epson1 off state\" = 0 to Table: %s\n",Test.data);	#endif
}UA_Client_delete(client); /* Disconnects the client internally */return status;}

进一步的思考

前面的几篇文章我们已经介绍了利用功能块的概念来设计分布式OPCUA 控制系统的相关问题。我们完全可用使用功能块网络实现上面的控制程序。只是某些细节需要进一步思考。

至于AAS 注册网站,ECLASS 等概念我们在后续的文章中再进一步介绍

要提醒读者的是,我也正在学习中,文章中的内容也许存在理解错误,往读者提出宝贵意见。

这篇关于OPCUA可执行模型(4)-工业4.0 的管理壳(AAS) 的实现的文章就介绍到这儿,希望我们推荐的文章对编程师们有所帮助!



http://www.chinasem.cn/article/458462

相关文章

Java实现检查多个时间段是否有重合

《Java实现检查多个时间段是否有重合》这篇文章主要为大家详细介绍了如何使用Java实现检查多个时间段是否有重合,文中的示例代码讲解详细,感兴趣的小伙伴可以跟随小编一起学习一下... 目录流程概述步骤详解China编程步骤1:定义时间段类步骤2:添加时间段步骤3:检查时间段是否有重合步骤4:输出结果示例代码结语作

使用C++实现链表元素的反转

《使用C++实现链表元素的反转》反转链表是链表操作中一个经典的问题,也是面试中常见的考题,本文将从思路到实现一步步地讲解如何实现链表的反转,帮助初学者理解这一操作,我们将使用C++代码演示具体实现,同... 目录问题定义思路分析代码实现带头节点的链表代码讲解其他实现方式时间和空间复杂度分析总结问题定义给定

Java覆盖第三方jar包中的某一个类的实现方法

《Java覆盖第三方jar包中的某一个类的实现方法》在我们日常的开发中,经常需要使用第三方的jar包,有时候我们会发现第三方的jar包中的某一个类有问题,或者我们需要定制化修改其中的逻辑,那么应该如何... 目录一、需求描述二、示例描述三、操作步骤四、验证结果五、实现原理一、需求描述需求描述如下:需要在

JavaScript中的reduce方法执行过程、使用场景及进阶用法

《JavaScript中的reduce方法执行过程、使用场景及进阶用法》:本文主要介绍JavaScript中的reduce方法执行过程、使用场景及进阶用法的相关资料,reduce是JavaScri... 目录1. 什么是reduce2. reduce语法2.1 语法2.2 参数说明3. reduce执行过程

如何使用Java实现请求deepseek

《如何使用Java实现请求deepseek》这篇文章主要为大家详细介绍了如何使用Java实现请求deepseek功能,文中的示例代码讲解详细,感兴趣的小伙伴可以跟随小编一起学习一下... 目录1.deepseek的api创建2.Java实现请求deepseek2.1 pom文件2.2 json转化文件2.2

python使用fastapi实现多语言国际化的操作指南

《python使用fastapi实现多语言国际化的操作指南》本文介绍了使用Python和FastAPI实现多语言国际化的操作指南,包括多语言架构技术栈、翻译管理、前端本地化、语言切换机制以及常见陷阱和... 目录多语言国际化实现指南项目多语言架构技术栈目录结构翻译工作流1. 翻译数据存储2. 翻译生成脚本

如何通过Python实现一个消息队列

《如何通过Python实现一个消息队列》这篇文章主要为大家详细介绍了如何通过Python实现一个简单的消息队列,文中的示例代码讲解详细,感兴趣的小伙伴可以跟随小编一起学习一下... 目录如何通过 python 实现消息队列如何把 http 请求放在队列中执行1. 使用 queue.Queue 和 reque

Python如何实现PDF隐私信息检测

《Python如何实现PDF隐私信息检测》随着越来越多的个人信息以电子形式存储和传输,确保这些信息的安全至关重要,本文将介绍如何使用Python检测PDF文件中的隐私信息,需要的可以参考下... 目录项目背景技术栈代码解析功能说明运行结php果在当今,数据隐私保护变得尤为重要。随着越来越多的个人信息以电子形

使用 sql-research-assistant进行 SQL 数据库研究的实战指南(代码实现演示)

《使用sql-research-assistant进行SQL数据库研究的实战指南(代码实现演示)》本文介绍了sql-research-assistant工具,该工具基于LangChain框架,集... 目录技术背景介绍核心原理解析代码实现演示安装和配置项目集成LangSmith 配置(可选)启动服务应用场景

使用Python快速实现链接转word文档

《使用Python快速实现链接转word文档》这篇文章主要为大家详细介绍了如何使用Python快速实现链接转word文档功能,文中的示例代码讲解详细,感兴趣的小伙伴可以跟随小编一起学习一下... 演示代码展示from newspaper import Articlefrom docx import