基于分布式海量电力数据处理方法的设计  

Design based on distributed massive power data processing method

作　　者：蔡新雷 崔艳林 傅伟豪 梁梓均 CAI Xin-lei;CUI Yan-lin;FU Wei-hao;LIANG Zi-jun(Electric Power Dispatching and Control Center of Guangdong Power Grid Co.,Ltd.,Guangzhou 510600,China)

机构地区：[1]广东电网有限责任公司电力调度控制中心,广州510600

出　　处：《信息技术》2023年第2期62-68,共7页Information Technology

基　　金：中国南方电网有限责任公司科技项目(036000KK52190045(GDKJXM20198558))。

摘　　要：针对现有技术电力数据计量检定存在的技术弊端,该研究采用具有多路接口的CS5464芯片,该电路包括放大器电路、调制电路、数字滤波电路和数据通讯电路。在计算电力数据量时,采用16位MSP430FG4619的MCU内核计算电路,包括运算器电路、控制器电路、存储器电路、输入输出设备构成。在进行电力信息计量数据管理时,采用改进最大最小蚁群算法(Min Max Ant System,MMAS),并融合分类算法模型,能够对多种电力信息计量数据信息进行信息分类,提高了电力数据计量检定信息管理能力。通过试验,该研究的方法误差率较低,稳定度较高。Based on the technical drawbacks of the existing technology of power data measurement verification,this study uses the CS5464 chip with multiple interfaces which includes an amplifier circuit,a modulation circuit,a digital filter circuit,and a data communication circuit.When calculating the amount of power data,a 16-bit MSP430FG4619 MCU core calculation circuit is used,including arithmetic circuit,controller circuit,memory circuit,and input and output devices.In the power information measurement data management,the improved maximum and minimum ant colony algorithm(Min Max Ant System,MMAS)is used,and the classification algorithm model is integrated,which can classify a variety of power information measurement data information and improve the power data measurement verification information management capabilities.The experiment results show that the method of this research has low error rate and high stability.

关 键 词：电力设备计量 嵌入式芯片电路 多路接口 计量数据管理 最大最小蚁群算法 

分 类 号：TM933.4[电气工程—电力电子与电力传动]