[1]王健宁.物联网技术在电厂设备运行监测系统中的应用[J].机械与电子,2022,(05):30-33.
　WANG Jianning.Application of Internet of Things Technology in Power Plant Equipment Operation Monitoring System[J].Machinery & Electronics,2022,(05):30-33.
点击复制

物联网技术在电厂设备运行监测系统中的应用()
分享到：

机械与电子[ISSN:1001-2257/CN:52-1052/TH]

卷:
期数:
2022年05期
页码:
30-33
栏目:
设计与研究
出版日期:
2022-05-24

文章信息/Info

Title:
Application of Internet of Things Technology in Power Plant Equipment Operation Monitoring System
文章编号:
1001-2257 ( 2022 ) 05-0030-04
作者:
王健宁
中国电建集团河北省电力勘测设计研究院有限公司,河北 石家庄 050031
Author(s):
WANG Jianning
( Power China Hebei Electric Power Engineering Co. , Ltd. , Shijiazhuang 050031 , China )
关键词:
物联网; 聚类; 信息提取; 欧氏距离; 异常点监测
Keywords:
internet of things ;  clustering ;  information extraction ;  Euclidean distance ;  abnormal point monitoring
分类号:
TM76
文献标志码:
A
摘要:
当前方法对运行电厂设备进行监测时存在监测运行时间长、聚类效果差和监测效果差的问题,为此提出物联网技术在电厂设备运行监测系统中的应用方法。对电力数据的状态进行评估聚类,生成电厂设备状态信息类别,基于隶属度最大原则生成电力状态信息集;在物联网技术的基础上计算节点间的欧氏距离,并采用横向近似的方法分析电力情况,最终经过对数据点的修正,确认出设备的异常数据点,实现电厂设备运行监测。实验结果表明,所提方法的监测运行时短、聚类效果好、监测效果好,以及监测结果平均误差小。
Abstract:
The current method has the problems of long monitoring operation time , poor clustering effect , and poor monitoring effect when monitoring the operating power plant equipment.For this reason , the application method of the Internet of Things technology in the power plant equipment operation monitoring system is proposed.The status of power data is evaluated and clustered to generate power plant equipment status information categories , generate power status information sets based on the principle of maximum membership ; the Euclidean distance between nodes is calculated on the basis of the Internet of Things technology , and it is analyzed under the horizontal approximation method.For the power situation , the abnormal data points of the equipment are finally confirmed through the correction of the data points , and the operation of the power plant equipment is monitored.The experimental results show that the proposed method has short monitoring running time , good clustering effect , good monitoring effect , and small average error of monitoring results.

参考文献/References:

[ 1 ] 何奉禄,陈佳琦,李钦豪,等 . 智能电网中的物联网技术应用与发展[ J ] . 电力系统保护与控制, 2020 , 48 ( 3 ): 58-69.

[ 2 ] 高中玲,赵生妹,马媛媛,等 . 基于 MDI-QKD 协议的国际业务数据传输方案研究[ J ] . 量子电子学报, 2019 ,36 ( 1 ): 34-39.
[ 3 ] 刘喜梅,马俊杰 . 泛在电力物联网在电力设备状态监测中的应用[ J ] . 电力系统保护与控制, 2020 , 48 ( 14 ): 69-75.
[ 4 ] 孙海铭,曹桐滔,代作晓,等 . 基于双通道图像的电力设备智能监测技术研究[ J ] . 激光与红外, 2019 , 49 ( 11 ):1338-1343.
[ 5 ] 李佳,林智炳,吴同金 . 基于 Tikhonov 正则化算法的低压电网中电力设备工频电场逆向监测[ J ] . 中国电子科学研究院学报,2019 , 14 ( 4 ): 423-429.
[ 6 ] 郭曙杰,李志华,蔺凯青 . 云环境下基于模糊隶属度的虚拟机放置算法[ J ] . 计算机应用, 2020 , 40 ( 5 ): 1374-1381.
[ 7 ] 李伟,陈万里,柴远波 . 基于组合滤波设计的背景噪声归一化方法[ J ] . 火力与指挥控制, 2020 , 45 ( 9 ): 77-82.
[ 8 ] 霍文君,王伟,李文 .AnomalyDetect :一种基于欧氏距离的在线异常检测算法[ J ] . 中国科学技术大学学报,2019 , 49 ( 7 ): 555-563 , 571.
[ 9 ] 刘 颖,唐 毓蔓 . 一种基于信用评估数据分布特征的GAσFCM 算法[ J ] . 统计与决策, 2020 , 36 ( 2 ): 34-38.
[ 10 ] 白恒远,潘凯岩,王森,等 . 基于拉格朗日函数的配电网评价指标权重研究[ J ] . 电测与仪表, 2019 , 56 ( 8 ): 1-8.
[ 11 ] 王颖 . 基于物联网技术的电力工程资产全周期管理[ J ] . 内蒙古电力技术, 2020 , 38 ( 1 ): 59-62.
[ 12 ] 吴天昊,刘韬,施海宁,等 . 基于核主元分析法的核电厂设备状态监测技术研究[ J ] . 核动力工程, 2020 , 41( 5 ): 132-137.

相似文献/References:

[1]魏战争.应用于医院环境监控的物联网系统[J].机械与电子,2019,(09):33.
　Research on Internet of Things System Applied to Hospital Health Environment Monitoring[J].Machinery & Electronics,2019,(05):33.
[2]何 雪,黄超禹.基于物联网的现代农业生态园区智能管理系统[J].机械与电子,2019,(09):47.
　.Intelligent Management System of Modern Agricultural Eco-park Based on Internet of Things[J].Machinery & Electronics,2019,(05):47.
[3]周佳铭,薛建彬.亚临界水处理秸秆装备的工业物联网系统研究[J].机械与电子,2020,(01):66.
　.Research on Industrial Internet of Things System for Equipment of Subcritical Water Treating Straw[J].Machinery & Electronics,2020,(05):66.
[4]周恒旭,何志敏,周 燕.面向机械臂避障的非结构场景感知研究[J].机械与电子,2020,(09):74.
　ZHOU Hengxu,HE Zhimin,ZHOU Yan.Research on Unstructured Scene Sensing for Obstacle Avoidance of Manipulators[J].Machinery & Electronics,2020,(05):74.
[5]王 诚,董芸州,潘德泰,等.基于物联网的无人值守机房智能巡检管理模式研究[J].机械与电子,2020,(11):42.
　WANG Cheng,DONG Yunzhou,PAN Detai,et al.Research on Intelligent Inspection Management Mode of Unattended Machine Room in a Power Plan Based on Internet of Things[J].Machinery & Electronics,2020,(05):42.
[6]王亚伟,薛建彬,任汉能.基于物联网的上肢远程康复指导系统的研究[J].机械与电子,2020,(12):46.
　WANG Yawei,XUE Jianbin,REN Hanneng.Study of the Remote Rehabilitation System of Upper Limb Based on the Internet of Things[J].Machinery & Electronics,2020,(05):46.
[7]董芸州,王 诚,符方友,等.基于物联网的电力通信网络智能运维系统研究[J].机械与电子,2020,(12):51.
　DONG Yunzhou,WANG Cheng,FU Fangyou,et al.Research on Intelligent Operation and Maintenance System of Power Communication Network Based on Internet of Things[J].Machinery & Electronics,2020,(05):51.
[8]杜维柱,张晓华,武宇平,等.基于物联网的电力机械设备巡检抢修智能决策[J].机械与电子,2022,(06):41.
　DU Weizhu,ZHANG Xiaohua,WU Yuping,et al.Intelligent Decision-making of Patrol Inspection and Emergency Repair of Electric Mechanical Equipment Based on Internet of Things[J].Machinery & Electronics,2022,(05):41.
[9]白 钒,胡 杰,何 鹏,等.基于物联网技术的智能电网基础设施建设数字化管理平台研究[J].机械与电子,2022,(10):77.
　BAI Fan,HU Jie,HE Peng,et al.Research on Digital Management Platform for Smart Grid Infrastructure Construction Based on Internet of Things Technology[J].Machinery & Electronics,2022,(05):77.
[10]邢智辉.智能电网设备监控运行大数据平台总体设计[J].机械与电子,2023,41(04):41.
　XING Zhihui.Overall Design of Big Data Platform for Smart Grid Equipment Monitoring and Operation[J].Machinery & Electronics,2023,41(05):41.

备注/Memo

备注/Memo:
收稿日期: 2021-09-24
作者简介:王健宁 ( 1979- ),男,河北石家庄人,学士,高级工程师,研究方向为热控自动化、电厂信息化。
更新日期/Last Update: 2022-05-25