大数据环境下重载铁路供电安全控制平台设计OA
Design of Power Supply Security Control Platform for Heavy Load Railways in Big Data Environment
重载铁路供电系统受到供电设备运行状态等多种因素的制约,在设计铁路供电安全控制平台时,供电系统噪声较高会导致平台的控制性能差.对此,提出大数据环境下重载铁路供电安全控制平台.在硬件方面,设计微处理器和数据采集器.在软件方面,利用数据采集器采集供电系统的运行状态数据,对其进行缺失值填充、去噪和整合,从整合后的运行状态数据中提取多个状态参数,确定不同状态参数的权重值,计算铁路供电系统安全值,并设计控制器,对铁路供电系统的多个状态参数进行调节,实现对铁路供电系统的安全控制.实验结果表明,所提出的控制平台在实际应用中的供电可靠率平均值为98.77%,控制性能较好.
Due to various factors such as the operating state of power supply equipment,the power supply system for heavy load railways is often affected.In the design of the railway power supply safety control platform,poor control performance of the platform is often caused by high noise in the power supply system.In this regard,a power supply safety control platform for heavy load railways in big data environment is proposed.In terms of hardware,microprocessors and data collectors are de-signed.In terms of software,data collectors are used to collect operating state data of the power supply system,missing values are filled,noise is removed,and the data are integrated.Multiple state parameters are extracted from the integrated operating state data,the weight values of different state parameters are determined to calculate the security value of the railway power supply system.And a controller is designed to adjust multiple state parameters of the railway power supply system,achieving security control of the railway power supply system.The experimental results show that the average power supply reliability of the proposed control platform in practical applications is 98.77%,indicating good control performance.
卫永刚;牛卫东;廖和彬
国能朔黄铁路发展有限责任公司,山西,原平 034100国能朔黄铁路发展有限责任公司,山西,原平 034100国能朔黄铁路发展有限责任公司,山西,原平 034100
矿业与冶金
大数据重载铁路供电安全供电安全控制供电系统
big dataheavy load railwayspower supply securitypower supply security controlpower supply system
《微型电脑应用》 2026 (3)
27-30,34,5
朔黄铁路公司科技创新项目(SHIL-22-16)
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