Title :
Data fusion of vacuum measurement in vacuum switchgears
Author :
Zhao, Zhizhong ; Guo, Xuesong ; Xin, Haiping ; Ren, Yaqiong ; Wang, Lijun
Author_Institution :
Province-Minist. Joint Key Lab. of Electromagn. Field & Electr. Apparatus Reliability, Hebei Univ. of Technol., Tianjin, China
Abstract :
The reliability of power grid is affected by the changes of vacuum level in vacuum switchgears. In this paper, the data fusion of two kinds of vacuum measurement methods is discussed which is used in the expert system for vacuum measurement. First, the consistency test is done for a kind of vacuum measurement by using distribution method. Taking vacuum measurement data in 10 days as a unit, the fusion values are obtained through doing data fusion treatment then the fusion values of vacuum level with two kinds of measurement methods are processed by using adaptive weighted algorithm, so more accurate vacuum measurement values can be obtained, and the theoretical basis can be found for establishing a dynamic database of expert system.
Keywords :
expert systems; power grids; power system reliability; sensor fusion; vacuum measurement; vacuum switches; adaptive weighted algorithm; data fusion; expert system; power grid reliability; vacuum level; vacuum measurement; vacuum switchgear; Magnetic noise; Magnetic shielding; Monitoring; Pulse measurements; Switches; Vacuum arcs; Weight measurement; adaptive weighting method; distribution method; vacuum level; vacuum switchgear;
Conference_Titel :
Intelligent Computing and Intelligent Systems (ICIS), 2010 IEEE International Conference on
Conference_Location :
Xiamen
Print_ISBN :
978-1-4244-6582-8
DOI :
10.1109/ICICISYS.2010.5658666