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基于异常点检测的电能量信息采集与监控系统设计 被引量:8

Design of electric energy information collection and monitoring system based on outlier detection
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摘要 传统电能量信息采集与监控系统采集效率低,监控过程稳定性差。为了解决上述问题,基于异常点检测设计了一种新的电能量信息采集与监控系统,该系统由采集器、存储器和处理器、以太网、RS485、电源模块、数据库构成系统硬件结构,处理器为8086XF处理器,存储器为ARM存储器,通过硬件提取、信息采集、信息处理、信息存储以及信息检测实现软件流程。为了验证系统有效性,设定对比试验,结果表明,基于异常点检测的电能量信息采集与监控系统能够在短时间内实现采集,且整个监测过程都相对十分稳定,系统的实用性很强。 The traditional electrical energy information acquisition and monitoring system has low acquisition efficiency and poor monitoring process stability.In order to solve the above problems,a new electrical energy information collection and monitoring system is designed based on the detection of abnormal points.The collector,memory and processor,Ethernet,RS485,power module,and database constitute the hardware structure of the system.The processor is an 8086XF processor and the memory is an ARM memory.The software process is realized through hardware extraction,information collection,information processing,information storage,and information detection.In order to verify the effectiveness of the system,a comparative experiment is set up.The results show that the electrical energy information collection and monitoring system based on the detection of abnormal points can be collected in a short time,and the entire monitoring process is relatively stable,and the system is highly practical.
作者 钟建栩 朱磊 余少峰 佘俊 钟保强 ZHONG Jianxu;ZHU Lei;YU Shaofeng;SHE Jun;ZHONG Baoqiang(Information and Communication Branch,Southern Power GridPeak and Frequency Modulation Power Generation Co.,Ltd.,Guangzhou 510000,China)
出处 《电子设计工程》 2020年第21期136-139,144,共5页 Electronic Design Engineering
基金 国家自然科学基金项目(51874125)。
关键词 异常点检测 电能量 信息采集 监控系统 outlier detection electrical energy information collection monitoring system
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