| 题名: | Neuro-fuzzy networks for voltage security monitoring based on synchronized phasor measurements |
| 作者: | Liu, Chih-wen;Chang, Chen-sung;蘇木春;Su, Mu-chun |
| 贡献者: | 淡江大學電機工程學系 |
| 日期: | 1998-05 |
| 上传时间: | 2010-03-26 21:28:39 (UTC+8) |
| 出版者: | Piscataway: Institute of Electrical and Electronics Engineers (IEEE) |
| 摘要: | The ability to rapidly acquire synchronized phasor measurements from around a power network opens up new possibilities for power system operation and control. A novel neuro-fuzzy network, the fuzzy hyperrectangular composite neural network, is proposed for voltage security monitoring (VSM) using synchronized phasor measurements as input patterns. This paper demonstrates how neuro-fuzzy networks can be constructed offline and then utilized online for monitoring voltage security. The neuro-fuzzy network is tested on 3000 simulated data from randomly generated operating conditions on the IEEE 30-bus system to indicate its high classification rate for voltage security monitoring |
| 關聯: | IEEE Transactions on Power Systems 13(2), pp.326-332 |
| DOI: | 10.1109/59.667346 |
| 显示于类别: | [電機工程學系暨研究所] 期刊論文
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