Collection and Analysis of Power Equipment Operation Based on Robot Vision Navigation Sensor Technology

Zhang Feng, Yang Xin, Wu Di, Yang Liu, Shi Donggang

Integrated Circuits and Embedded Systems ›› 2022, Vol. 22 ›› Issue (5) : 9-13.

PDF(1397 KB)
PDF(1397 KB)
Integrated Circuits and Embedded Systems ›› 2022, Vol. 22 ›› Issue (5) : 9-13.
TECHNOLOGY TOPIC

Collection and Analysis of Power Equipment Operation Based on Robot Vision Navigation Sensor Technology

  • Zhang Feng, Yang Xin, Wu Di, Yang Liu, Shi Donggang
Author information +
History +

Abstract

In the paper,a power equipment operation collection system based on robot vision navigation sensor technology is proposed.The monocular vision algorithm is used to improve the navigation and positioning functions of the robot,and then realize the collection of the operation status of the power equipment.The operation analysis system of the power equipment is also designed,including the user management module,the battery performance detection module,the detection substation equipment module,and the power transmission detection system.The five modules of equipment module and power equipment information management module adopt the key technologies HDFS and Map Reduce in Hadoop to realize the analysis of power equipment operation data.The experiment results show that the system has a collection rate of 2 450 pieces/min for the operation of power equipment,and the update frequency of collected data is 47 s/time,which can realize the real-time collection of power equipment operation.

Key words

robot vision / visual navigation / electrical equipment / monocular vision

Cite this article

Download Citations
Zhang Feng, Yang Xin, Wu Di, Yang Liu, Shi Donggang. Collection and Analysis of Power Equipment Operation Based on Robot Vision Navigation Sensor Technology[J]. Integrated Circuits and Embedded Systems. 2022, 22(5): 9-13

References

[1] 李昌昊.智能机器人在电力设备故障诊断中的应用分析探讨[J].科技风,2020,415(11):202.
[2] 张倩.智能机器人在电力设备故障诊断中的应用[J].数码世界,2019(4):250-251.
[3] 李庆森,蒋明华,丁度坤,等.面向3C智能柔性生产线的机器人锁螺丝技术研究[J].电力设备管理,2020,50(11):184-185.
[4] 龚森,刘年,蒋健.一种电力巡检机器人控制系统设计与实现[J].信息技术,2020,340(3):167-170.
[5] 黄山,吴振升,任志刚,等.电力智能巡检机器人研究综述[J].电测与仪表,2020,727(2):31-43.
[6] 张国清.基于电气高压室机器人巡检监控系统大数据分析的应用研究[J].信息系统工程,2020,319(7):30-31.
[7] Chen N,Wang Y.Design and Collaborative Operation of Multimobile Inspection Robots in Smart Microgrids[J].Complexity,2021(11):1-11.
[8] Chen S.Analysis of Customization Strategy for E-Commerce Operation Based on Big Data[J].Wireless Communications and Mobile Computing,2021(6):1-11.
[9] 卢志勇,王哲生,张瑶,等.基于AI机器人与在线监测系统的智能巡检研究与实践[J].电力设备管理,2020,47(8):184-185.
[10] 褚堂进.智能机器人的基本结构及其在电力故障诊断中的应用分析[J].决策探索(中),2020,639(1):71.
[11] 陈金锋.基于深度学习的电力设备红外测温数据探究[J].百科论坛电子杂志,2019(17):317.
[12] 石易,袁新让,史超,等.变电站智能巡检机器人关键技术研究[J].电力系统装备,2019(11):153-154.
[13] Yang C,Wu X,Gong W,et al.An Intelligent Identification Algorithm for Obtaining the State of Power Equipment in SIFT-based Environments[J].International Journal of Performability Engineering,2019,15(9):2382-2391.
[14] 钱平,周腊吾,李斐然,等.基于HOG-SVM的GIS设备智能拆装机器人系统研究[J].浙江电力,2019,38(12):93-98.
[15] 万菲.基于泛在物联网背景下智能机器人开启电力巡视新启航[J].电子制作,2019,388(24):56-58.
[16] 章鹿华,胡涵清,徐占河,等.应用于电能计量器具智能仓储的机器人系统设计与实现[J].物流技术,2015,34(1):4.
[17] 雷云飞,彭佳,沈忠伟,等.一种GIS设备检修机器人设计[J].数字通信世界,2019,170(2):98-100.
PDF(1397 KB)

Accesses

Citation

Detail

Sections
Recommended

/