A study on the Construction and Application of Taiwan Regional Electricity Load Forecasting Analysis System
博士 === 國立成功大學 === 資源工程學系碩博士班 === 91 === Electricity power is one of the major input factors in economic development. To continually support the economic to growth and meet power requirements in the future, load forecasting has become very important for electric utilities. Moreover, accurate load f...
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ndltd-TW-091NCKU53970012016-06-22T04:13:47Z http://ndltd.ncl.edu.tw/handle/17649765361665682543 A study on the Construction and Application of Taiwan Regional Electricity Load Forecasting Analysis System 台灣區域電力負載預測分析系統之建立與應用研究 Che-Chiang Hsu 許哲強 博士 國立成功大學 資源工程學系碩博士班 91 Electricity power is one of the major input factors in economic development. To continually support the economic to growth and meet power requirements in the future, load forecasting has become very important for electric utilities. Moreover, accurate load forecast can be helpful in developing power supply strategy,financing planning, market research ,and electricity management. Up to now, load forecasting emphasized on aggregate or sector load forecasting in Taiwan, but aggregate or sector load forecasting can not predict where the load takes place and not be helpful in transmission line or substation construction. Therefore, the purpose of this study is to use the Regional Electricity Load Forecasting (RELFOR) system to forecast the regional electricity demand and electric load in the future. Results of this study can be the basis of consideration of power basic constructions and, further, be the reference of power management authority. From the results of this study, our RELFOR system can yield more accuracy predict results than the ANN model and econometric model. According to the forecasting results of our RELFOR model, the power load in Northern region would increase faster than the rest regions of Taiwan. Compared to the long-term power development planning of Taiwan, the Southern region has the power supply shortage crisis in future. Chia-Yon Chen 陳家榮 2002 學位論文 ; thesis 240 zh-TW |
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博士 === 國立成功大學 === 資源工程學系碩博士班 === 91 === Electricity power is one of the major input factors in economic development. To continually support the economic to growth and meet power requirements in the future, load forecasting has become very important for electric utilities. Moreover, accurate load forecast can be helpful in developing power supply strategy,financing planning, market research ,and electricity management. Up to now, load forecasting emphasized on aggregate or sector load forecasting in Taiwan, but aggregate or sector load forecasting can not predict where the load takes place and not be helpful in transmission line or substation construction.
Therefore, the purpose of this study is to use the Regional Electricity Load Forecasting (RELFOR) system to forecast the regional electricity demand and electric load in the future. Results of this study can be the basis of consideration of power basic constructions and, further, be the reference of power management authority.
From the results of this study, our RELFOR system can yield more accuracy predict results than the ANN model and econometric model. According to the forecasting results of our RELFOR model, the power load in Northern region would increase faster than the rest regions of Taiwan. Compared to the long-term power development planning of Taiwan, the Southern region has the power supply shortage crisis in future.
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author2 |
Chia-Yon Chen |
author_facet |
Chia-Yon Chen Che-Chiang Hsu 許哲強 |
author |
Che-Chiang Hsu 許哲強 |
spellingShingle |
Che-Chiang Hsu 許哲強 A study on the Construction and Application of Taiwan Regional Electricity Load Forecasting Analysis System |
author_sort |
Che-Chiang Hsu |
title |
A study on the Construction and Application of Taiwan Regional Electricity Load Forecasting Analysis System |
title_short |
A study on the Construction and Application of Taiwan Regional Electricity Load Forecasting Analysis System |
title_full |
A study on the Construction and Application of Taiwan Regional Electricity Load Forecasting Analysis System |
title_fullStr |
A study on the Construction and Application of Taiwan Regional Electricity Load Forecasting Analysis System |
title_full_unstemmed |
A study on the Construction and Application of Taiwan Regional Electricity Load Forecasting Analysis System |
title_sort |
study on the construction and application of taiwan regional electricity load forecasting analysis system |
publishDate |
2002 |
url |
http://ndltd.ncl.edu.tw/handle/17649765361665682543 |
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