Novizon, Novizon and Malek, Z. A. and Syafii, Syafii and Ahmad, M. H. and Aulia, Aulia and Ulfiah, S. A. (2019) Condition based monitoring of gapless surge arrester using electrical and thermal parameters. In: 1st Conference on Innovation in Technology and Engineering Science, CITES 2018, 8-9 Nov 2018, Padang, West Sumatera, Indonesia.
|
PDF
1MB |
Official URL: http://dx.doi.org/10.1088/1757-899X/602/1/012007
Abstract
A new method to assess the condition of metal-oxide surge arresters is presented. The thermal image and third harmonic leakage current are used as an indicator. The correlation between the leakage current and temperature of the arrester is processed using a neural network. The temperature profile of arrester, ambient temperature and humidity were as input to the neural network and the peak value of the third harmonic resistive current as a target. Results are presented with the training of neural network close to the target and testing result is 98% successfully.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Uncontrolled Keywords: | engineering research, leakage currents, metals |
| Subjects: | T Technology > TK Electrical engineering. Electronics Nuclear engineering |
| Divisions: | Electrical Engineering |
| ID Code: | 90648 |
| Deposited By: | Narimah Nawil |
| Deposited On: | 29 Apr 2021 23:28 |
| Last Modified: | 29 Apr 2021 23:28 |
Repository Staff Only: item control page
