Voltage Flicker Forecasting of Power Systems Using Artificial Neural Networks
碩士 === 正修科技大學 === 電機工程研究所 === 100 === Reactive power compensator can be used to reduce voltage flicker of power systems for providing good power quality, which can reduce the damage of electrical equipment and maintain constant output of light sources. Therefore, voltage flicker forecasting and reac...
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ndltd-TW-100CSU009990092015-10-13T20:51:34Z http://ndltd.ncl.edu.tw/handle/34603685990992864134 Voltage Flicker Forecasting of Power Systems Using Artificial Neural Networks 應用類神經網路於電力系統電壓閃爍之預測 Wu, MengChien 吳孟褰 碩士 正修科技大學 電機工程研究所 100 Reactive power compensator can be used to reduce voltage flicker of power systems for providing good power quality, which can reduce the damage of electrical equipment and maintain constant output of light sources. Therefore, voltage flicker forecasting and reactive power compensation are important research topics in the electrical engineering. This thesis proposes one step secant method based back-propagation neural network to forecast the voltage flicker of power systems, and the proposed method was trained by collected data from DC arc furnace in a steel mill. Then, the voltage flicker can be further reduced by the reactive power compensation of power systems. Huang, YannChang 黃燕昌 2012 學位論文 ; thesis 48 zh-TW |
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碩士 === 正修科技大學 === 電機工程研究所 === 100 === Reactive power compensator can be used to reduce voltage flicker of power systems for providing good power quality, which can reduce the damage of electrical equipment and maintain constant output of light sources. Therefore, voltage flicker forecasting and reactive power compensation are important research topics in the electrical engineering. This thesis proposes one step secant method based back-propagation neural network to forecast the voltage flicker of power systems, and the proposed method was trained by collected data from DC arc furnace in a steel mill. Then, the voltage flicker can be further reduced by the reactive power compensation of power systems.
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author2 |
Huang, YannChang |
author_facet |
Huang, YannChang Wu, MengChien 吳孟褰 |
author |
Wu, MengChien 吳孟褰 |
spellingShingle |
Wu, MengChien 吳孟褰 Voltage Flicker Forecasting of Power Systems Using Artificial Neural Networks |
author_sort |
Wu, MengChien |
title |
Voltage Flicker Forecasting of Power Systems Using Artificial Neural Networks |
title_short |
Voltage Flicker Forecasting of Power Systems Using Artificial Neural Networks |
title_full |
Voltage Flicker Forecasting of Power Systems Using Artificial Neural Networks |
title_fullStr |
Voltage Flicker Forecasting of Power Systems Using Artificial Neural Networks |
title_full_unstemmed |
Voltage Flicker Forecasting of Power Systems Using Artificial Neural Networks |
title_sort |
voltage flicker forecasting of power systems using artificial neural networks |
publishDate |
2012 |
url |
http://ndltd.ncl.edu.tw/handle/34603685990992864134 |
work_keys_str_mv |
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