Smart Antenna-Based Partial Discharge Detection and Classification System

被引:0
作者
Alkadi, Ruba [1 ]
Shaath, Abdelrahman [1 ]
Gefe, Firas [1 ]
Jaber, Sana [1 ]
Al Rayes, Nadin [1 ]
El-Hag, Ayman H. [1 ]
Qaddoumi, Nasser [1 ]
机构
[1] Amer Univ Sharjah, Sharjah, U Arab Emirates
来源
2016 16TH MEDITERRANEAN MICROWAVE SYMPOSIUM (MMS) | 2016年
关键词
Spiral Antenna; Feature Extraction; Partial Discharge; Ultra-High Frequency; RECOGNITION; SIGNALS;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper discusses the use of a one arm Archimedean Sinusoidal Spiral Antenna (ASSA) to capture high frequency signals generated by Partial Discharge (PD) in an oil filled transformer. The antenna is designed such that it blocks low frequencies which corresponds to corona and noise in the transformer and allows higher frequencies which result from harmful PD activities. The captured PD signals will be further processed and classified according to the PD type. A simulation using HFSS (R) is compared with the real data obtained using a Network Analyzer. Results show that the ASSA performs well in the frequency range between 1GHz and 5GHz. Data processing includes labeling, extracting, and finally classifying was performed on the collected PD signals in both online and offline modes to determine the type of the detected PD.
引用
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页数:4
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