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基于多源数据驱动的地铁列车运行信息实时联控平台设计
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作者 邢春阳 王义华 +2 位作者 吕平 王川 张晓涛 《微型电脑应用》 2024年第6期156-159,171,共5页
为了创建列车车载系统与地面信息系统的连接,实现信息的即时交互,确保地铁列车安全稳定运行,设计基于多源数据驱动的地铁列车运行信息实时联控平台,包含车载系统和地面系统两大部分。车载系统的车载数据管理设备利用信息服务网,在牵引... 为了创建列车车载系统与地面信息系统的连接,实现信息的即时交互,确保地铁列车安全稳定运行,设计基于多源数据驱动的地铁列车运行信息实时联控平台,包含车载系统和地面系统两大部分。车载系统的车载数据管理设备利用信息服务网,在牵引、制动等系统中获取地铁列车系统及设备数据,并通过无线通信技术将数据发送至地面系统的大数据集群;大数据集群通过组合赋权法融合采集车载运行数据信息,并通过融合数据一致性检验,消除主观偏好,确保多源数据融合客观性;数字化应用终端利用数据多源融合结果实现多种联控功能,故障诊断模块结合经验模态分解和FCM聚类实现地铁列车运行故障分类诊断。实验结果显示,所设计平台可采集地铁列车运行信息,通过分解获取的IMF分量特征,实现地铁列车故障准确判断,确保地铁列车平稳运行和旅客的人身安全。 展开更多
关键词 多源数据 地铁列车 运行信息 联控平台 故障诊断 聚类算法
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武汉地铁列车信息联控平台设计及应用 被引量:1
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作者 向清河 黄铖 朱东飞 《城市轨道交通研究》 北大核心 2022年第6期186-190,共5页
基于武汉地铁车辆的运维现状,研发出适用于地铁运维的列车信息联控平台。阐述了该平台的总体结构、车地无线通信、地面系统技术架构和功能模块的设计思路及实现过程,实现了针对车辆的实时监控、故障诊断和健康管理,提升了地铁车辆运维效... 基于武汉地铁车辆的运维现状,研发出适用于地铁运维的列车信息联控平台。阐述了该平台的总体结构、车地无线通信、地面系统技术架构和功能模块的设计思路及实现过程,实现了针对车辆的实时监控、故障诊断和健康管理,提升了地铁车辆运维效率,降低了运维成本。 展开更多
关键词 地铁列车 信息联控平台 设计 应用
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OPC通信技术在海洋油气跨平台联控中的应用研究
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作者 李成泽 《今日自动化》 2024年第1期62-64,共3页
文章研究了OPC通信技术在海洋油气田跨平台联控中的应用.介绍了OPC通信技术的基本概念、发展历程及其在工业自动化中的重要性,通过一个具体的应用案例,展示了OPC技术在海洋油气领域的实际应用.在系统数据通信部分,深入探讨了客户端和服... 文章研究了OPC通信技术在海洋油气田跨平台联控中的应用.介绍了OPC通信技术的基本概念、发展历程及其在工业自动化中的重要性,通过一个具体的应用案例,展示了OPC技术在海洋油气领域的实际应用.在系统数据通信部分,深入探讨了客户端和服务端在数据收发过程中的具体操作和通信机制,强调了OPC技术在保证数据实时性和准确性方面的优势.通过对比分析应用前后的数据和运行效果,展示了OPC通信技术在提高海洋油气田跨平台联控效率、降低操作复杂性和增强系统稳定性方面的显著成效. 展开更多
关键词 OPC通信技术 海洋油气 平台联控
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辽河油田GPS监控平台升级改造
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作者 吴文哲 《中国新技术新产品》 2018年第3期32-33,共2页
随着国内车联网行业的发展,原监控平台已经不能满足国家对车联网系统制定的标准,亟需对平台进行一次升级改造,使平台不但满足国家要求,而且使平台的里程、报警、轨迹等主要功能更加精确,页面更加易用。本文重点介绍了监控平台升级改造... 随着国内车联网行业的发展,原监控平台已经不能满足国家对车联网系统制定的标准,亟需对平台进行一次升级改造,使平台不但满足国家要求,而且使平台的里程、报警、轨迹等主要功能更加精确,页面更加易用。本文重点介绍了监控平台升级改造的目的、思路、设计和实现。 展开更多
关键词 部标808协议车机 省联网联控平台 公共货运平台 驾驶行为分析 本地地图定制
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Cross-coupling integral adaptive robust posture control of a pneumatic parallel platform 被引量:1
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作者 左赫 陶国良 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第8期2036-2047,共12页
A pneumatic parallel platform driven by an air cylinder and three circumambient pneumatic muscles was considered. Firstly, a mathematical model of the pneumatic servo system was developed for the MIMO nonlinear model-... A pneumatic parallel platform driven by an air cylinder and three circumambient pneumatic muscles was considered. Firstly, a mathematical model of the pneumatic servo system was developed for the MIMO nonlinear model-based controller designed. The pneumatic muscles were controlled by three proportional position valves, and the air cylinder was controlled by a proportional pressure valve. As the forward kinematics of this structure had no analytical solution, the control strategy should be designed in joint space. A cross-coupling integral adaptive robust controller(CCIARC) which combined cross-coupling control strategy and traditional adaptive robust control(ARC) theory was developed by back-stepping method to accomplish trajectory tracking control of the parallel platform. The cross-coupling part of the controller stabilized the length error in joint space as well as the synchronization error, and the adaptive robust control part attenuated the adverse effects of modelling error and disturbance. The force character of the pneumatic muscles was difficult to model precisely, so the on-line recursive least square estimation(RLSE) method was employed to modify the model compensation. The projector mapping method was used to condition the RLSE algorithm to bound the parameters estimated. An integral feedback part was added to the traditional robust function to reduce the negative influence of the slow time-varying characteristic of pneumatic muscles and enhance the ability of trajectory tracking. The stability of the controller designed was proved through Laypunov's theory. Various contrast controllers were designed to testify the newly designed components of the CCIARC. Extensive experiments were conducted to illustrate the performance of the controller. 展开更多
关键词 servo-pneumatic system pneumatic muscle parallel platform cross coupling adaptive robust control parameter estimation
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Application research on three-dimensional virtual mine in the framework of internet of things 被引量:1
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作者 WANG Chun-lei XIE Hai-dong +1 位作者 WANG Zhi-dong JIA Shao-yi 《Journal of Coal Science & Engineering(China)》 2011年第2期212-216,共5页
Based on the information system characteristics of mine, proposed network architecture design of the mine property. And in this framework based on the design of three-dimensional virtual mine described the application... Based on the information system characteristics of mine, proposed network architecture design of the mine property. And in this framework based on the design of three-dimensional virtual mine described the application of intelligent management platform. Three-dimensional virtual underground mine that shows the situation, the core application is through remote monitoring system of information exchange between devices (material object communication). Internet of things in the framework of mining three-dimensional virtual reconstruction of mine. On coal mine safety in the production process of human, machine and environment, control elements and their harmony and unity. 3D virtual mine management platform integrates personnel positioning, dust control, gas monitoring, roof pressure monitoring, fan-line monitoring and other subsystems. Platform through the underground mine sensing equipment to conduct various types of monitoring data integration, through the transport layer device to transmit the information to the application layer intelligence processing software platform, the system automatically handles the operational status of each subsystem and the need for safe production under the proper introduction of human factors deal with special event. 3D virtual mine management platform to mining, excavation, transport, ventilation and other safety information quickly and accurately transmitted to the ground operation control center. Underground for the first time on the linkage between systems in case of emergencies, to provide safety for management decision support. 展开更多
关键词 internet of things 3D virtual mine system integration monitoring system
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Analysis on Multi-Platform Intelligent Control System based on FPGA under IOT Environment
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作者 Chaoping Long Jianhua Lu 《International Journal of Technology Management》 2017年第1期43-45,共3页
With the continuous development of networking technology, sensor networks have been widely used and has become an important field of information technology infrastructure, especially the real-time sensor networks prov... With the continuous development of networking technology, sensor networks have been widely used and has become an important field of information technology infrastructure, especially the real-time sensor networks provide the perceptual information for many intelligent applications provides sufficient information to support decision-making and the necessary basis. However, due to the intelligent application-aware, real-time information demands often cannot be converted to simple queries and query interface to sensor substrate exact match, With the development of technology, people’s expectations of the home and the definition of the family conferred no longer adhere to the traditional way of life, smart home has become a hot spot in recent years, the direction of research in the field of information technology. Embodied herein Things smart home design is based on FPGA technology, capable of real-time collection of the temperature, humidity and light intensity and other information, to achieve environmental control systems, intelligent fish gardening systems, intelligent catering systems, multimedia control systems and security alarm systems function, provide users with the new smart home networking experience. 展开更多
关键词 MULTI-PLATFORM Intelligent Control System FPGA Internet of Things.
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