Knowledge Resource Center for Ecological Environment in Arid Area
Evaluation and Prediction of Flashover Voltage on Contaminated Composite Insulators | |
Kiruthika, M.; Sivadasan, J. | |
通讯作者 | Kiruthika, M. |
会议名称 | IEEE International Conference on Electrical, Computer and Communication Technologies |
会议日期 | MAR 05-07, 2015 |
会议地点 | Coimbatore, INDIA |
英文摘要 | Insulators plays a vital role in electrical transmission line. It gives a support and separate electrical conductors and these insulators are most commonly made up of porcelain. These insulators gets polluted when they are placed near different atmospheric conditionlike coastal, desert etc. Now-a-days porcelain insulators are replaced by the silicon rubber insulators due its hydrophobicity property. The design parameters of silicon rubber insulator such as creepage factor, profile factor also contributes the pollution flashover. In order to assess the pollution severity level and to prevent the unpredictable flashover voltage, it is important to predict the flashover before it takes place. In this paper, four different types of 11 kV silicon rubber insulators were taken and solid layer method was used in artificial pollution test, in which sodium chloride and kaolin are used to induce the conductivity. Using even rising method, the flashover voltage has been obtained for different equivalent salt deposit density (ESDD) values. By using artificial neural network(ANN) and least square support vector machine (LS-SVM) flashover voltage has been predicted with the input parameters such as height, creepage length, diameter and ESDD. Finally, it is concluded that the LS-SVM approach has better ability to assist the flashover voltage prediction than ANN. |
英文关键词 | Silicon rubber hydrophobicity prediction ESDD insulator design ANN LS-SVM |
来源出版物 | 2015 IEEE INTERNATIONAL CONFERENCE ON ELECTRICAL, COMPUTER AND COMMUNICATION TECHNOLOGIES |
出版年 | 2015 |
EISBN | 978-1-4799-6085-9 |
出版者 | IEEE |
类型 | Proceedings Paper |
语种 | 英语 |
国家 | India |
收录类别 | CPCI-S |
WOS记录号 | WOS:000380484500053 |
WOS类目 | Computer Science, Theory & Methods ; Engineering, Electrical & Electronic |
WOS研究方向 | Computer Science ; Engineering |
资源类型 | 会议论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/304416 |
作者单位 | Natl Engn Coll, Dept EEE, Kovilpatti 628503, India |
推荐引用方式 GB/T 7714 | Kiruthika, M.,Sivadasan, J.. Evaluation and Prediction of Flashover Voltage on Contaminated Composite Insulators[C]:IEEE,2015. |
条目包含的文件 | 条目无相关文件。 |
个性服务 |
推荐该条目 |
保存到收藏夹 |
导出为Endnote文件 |
谷歌学术 |
谷歌学术中相似的文章 |
[Kiruthika, M.]的文章 |
[Sivadasan, J.]的文章 |
百度学术 |
百度学术中相似的文章 |
[Kiruthika, M.]的文章 |
[Sivadasan, J.]的文章 |
必应学术 |
必应学术中相似的文章 |
[Kiruthika, M.]的文章 |
[Sivadasan, J.]的文章 |
相关权益政策 |
暂无数据 |
收藏/分享 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。