INVESTIGATION OF LEAKAGE CURRENT OF INSULATOR USING ARTIFICIAL NEURAL NETWORK
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 5, Issue 8
Abstract
In order to improve the reliability of power transmission lines, one of the key issues is to reduce the hazard of contamination flashovers. At the present time, the most efficient way is to clean (or replace) the heavily polluted insulators. This study laboratory based tests were carried out on the model under ac voltage at different pollution levels. A new model based on artificial neural network has been developed to predict flashover from the analysis of leakage current. The input variable to the artificial neural network are mean (Imean), maximum (Imax), and standard deviation (I) of leakage current extracted along with the input voltage (V) and relative humidity (RH). The target obtained was used to evaluate the performance of the neural network model. The comparison of the simulated and actual (measured) results demonstrates that the ESDD prediction model from the stage characteristics.
Authors and Affiliations
A. Ananth*
Keywords
Related Articles
- EP ID EP101687
- DOI 10.5281/zenodo.60115
- Views 95
- Downloads 0
An Eye Tracking Scheme Employing Viola-Jones and Template Matching Algorithm
The purpose of this paper is to develop a scheme to track the movement of the eyes. Most eye tracking systems employ Infrared cameras. Considering the application of our work, we are using a regular web camera to...
POWER QUALITY IMPROVEMENT OF GRID CONNECTED WIND ENERGY SYSTEM BY USING STATCOM
The wind generated power always vary irregularly due to its time varying nature and causing stability problems. This weak interconnection of wind generating source to the electrical grid affects the power quality and rel...
SECURITY ISSUES IN CLOUD COMPUTING AND THEIR COUNTERMEASURES
Cloud computing technology is a new concept of providing dramatically scalable and virtualized resources, bandwidth, software and hardware on demand to consumers. Consumers can typically requests cloud services vi...
NOVEL TECHNIQUES TO SAFEGUARD PRIVACY AND SECURITY ON MOBILE DEVICES THROUGH OPTIMAL ALGORITHMS
The rapid proliferation of smart phone technology in urban communities has enabled mobile users to utilize context aware - services on their devices. Today’s highly interconnected urban population is increasingly de...
Effect of Clipping Ratio on Bit Error Rate Performance of Clipped and Filtered OFDM Signal
Wireless communications is regarded as the most important development with wide range of applications. Advances and development in this field aim for fast and reliable communication. Orthogonal frequency division...