Use of Meteorological Information for Condition Monitoring of Transmission Lines in Plateau Areas
DOI: 10.23977/isspj.2020.51005 | Downloads: 12 | Views: 1241
Xiaomin MA 1, Songhai FAN 1, Wei LI 2
1 State Grid Sichuan Electric Power Research Institute, Chengdu, China
2 Guizhou Institute of Technology, Guiyang, China
Corresponding AuthorXiaomin MA
Environmental meteorological conditions are important factors that affect the operation of transmission lines, and further decide the reliability of the operation condition monitoring of transmission lines in plateau areas, especially in the long-term lasting power supply of condition monitoring devices, therefore the accurate acquisition of meteorological information in this area and making full use of it are particularly critical. In this paper it was proposed to the key environmental meteorological impact factors that affect the selection of power supply for the condition monitoring of transmission lines in plateau areas and the clustering algorithm was used to realize the environmental meteorology classification in plateau areas, which could provide the basis information for the power supply selection of condition monitoring devices for transmission line in plateau area. The comparative analysis showed that the classification results were reasonable and effective.
KEYWORDSplateau areas, condition monitoring, meteorological information, environmental meteorology classification
CITE THIS PAPER
Xiaomin MA, Songhai FAN, Wei LI. Use of Meteorological Information for Condition Monitoring of Transmission Lines in Plateau Areas. Information Systems and Signal Processing Journal (2020) 5: 24-32. DOI: http://dx.doi.org/10.23977/isspj.2020.51005.
 LIU lei, TIAN Feng, LI Min, ZENG Rong,YU Zhangqing,Prediction of Electromagnetic Environment on High Altitude UHVDC Transmission Lines with Physical Factors,Southern Power Systerm Technology, 2016,vol.10(9),pp.43-48.
 LIU lei, LI Min, LI Ruihai. Influence of Meteorological Parameters on Electromagnetic Environment of UHVDC Transmission Line Under High Altitude Condition, High Voltage Engineering,2012, vol.38(12), pp.3177-3181.
 CHEN Zhonghua,YU Rongjiang,HU Chengang, CHEN Pan,GAO Zhenyu, Energy Management Strategy of Wind-solar Hybrid Power System for Transmission Line On-line Monitoring Equipment, Power & Energy, 2017,vol.38(4),pp.387-390．
 XIAO Junming, WEI Xuehui, LI Yanbin, ZHOU Qian, CHEN Xiang,Optimization design of distributed generation in stand-alone wind-solar hybrid system,Electrical Measurement &Instrumentation, 2016，vol.53（6）pp.118-123．
 ZHI Lixiang,LIU Zhe,ZHANG Lidong,LU Wenqiang,Research and application of power supply for high voltage transmission lines online monitoring, Chinese Journal of Power Sources, 2015,vol.39(2),pp.413-415．
 Devesh Kumar Srivastava ,Ravinder Yadav ,Gaurav Agrwal, Map reduce programming model for parallel K-mediod algorithm on hadoop cluster, 2017 7th International Conference on Communication Systems and Network Technologies (CSNT), India,2017.
 Xinran Zhang , David J. Hill, Clustering of Uncertain Load Model Parameters with K-medoids Algorithm, 2018 IEEE Power & Energy Society General Meeting (PESGM), Portland,2018.
 Shen kaili Shen ,Wei Liu ,Tao Zhang, Load Pattern Recognition and Prediction Based on DTW K-Mediods Clustering and Markov Model, 2019 IEEE International Conference on Energy Internet (ICEI),2019.
 Romana Riyaz ,Mohd Arif Wani, Comparative study of cluster validity techniques using K-mediod algorithm, 2015 2nd International Conference on Computing for Sustainable Global Development (INDIACom), India,2015.