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題名：The Effect of Preprocessing on Neural Network for Short-Term Electricity Load Forecasting
書刊名：臺灣能源期刊
作者：陳春志 引用關係／許倢歆／游凱為／楊世銘
作者(外文)：Chen, Chuen-jyh／Hsu, Chieh-hsin／Yu, Kai-wei／Yang, Shih-ming
出版日期：2019
卷期：6:2
頁次：頁103-117
主題關鍵詞：類神經網路；粗糙集；短期負載預測；預處理；Artificial neural network；Rough set；Short-term load forecasting；Preprocessing
原始連結：連回原系統網址new window
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  • 被引用次數被引用次數:期刊(0) 博士論文(0) 專書(0) 專書論文(0)
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  • 點閱點閱:4
期刊論文
1.Xiao, Z.、Ye, S. J.、Zhong, B.、Sun, C. X.(2009)。BP neural network with rough set for short term load forecasting。Expert Systems with Applications，36(1)，273-279。  new window
2.Pawlak, Z.(1982)。Rough Set。International Journal of Computer and Information Sciences，11(5)，341-356。  new window
3.Erdogdu, E.(2007)。Electricity demand analysis using cointegration and ARIMA modelling: A case study of Turkey。Energy Policy，35(2)，1129-1146。  new window
4.Affonso, C.、Sassi, R. J.、Barreiros, R. M.(2015)。Biological image classification using rough-fuzzy artificial neural network。Expert Systems with Applications，42(24)，9482-9488。  new window
5.Azadeh, A.、Ghaderi, S. F.、Tarverdian, S.、Saberi, M.(2007)。Integration of artificial neural networks and genetic algorithm to predict electrical energy consumption。Applied Mathematics and Computation，186(2)，1731-1741。  new window
6.Azadeh, A.、Saberi, M.、Jiryaei, Z.(2012)。An intelligent decision support system for forecasting and optimization of complex personnel attributes in a large bank。Expert Systems with Applications，39(16)，12358-12370。  new window
7.Catalao, J. P. S.、Mariano, S. J. P. S.、Mendes, V.(2007)。Short-term electricity prices forecasting in a competitive market: a neural network approach。Electric Power Systems Research，77(3)，1297-1304。  new window
8.Chen, Y.、Luh, P. B.、Guan, C.、Zhao, Y.、Michel, L. D.、Coolbeth, M. A.、Friedland, P. B.、Rourke, S. J.(2010)。Short-term load forecasting: similar day-based wavelet neural networks。IEEE Transactions on Power Systems，25(1)，322-330。  new window
9.Chen, Chuen-jyh、Yang, Shih-ming、Wang, Zi-cheng(20120900)。Development of a Neuro-Fuzzy Model for Airline Passenger Forecasting。Journal of Aeronautics, Astronautics and Aviation. Series A，44(3)，169-175。  new window
10.Do, L. P.、Lin, K. H.、Molnára, P.(2016)。Electricity consumption modelling: a case of Germany。Economic Modelling，55，92-101。  new window
11.Ekonomou, L.(2010)。Greek long-term energy consumption prediction using artificial neural networks。Energy，35，512-517。  new window
12.Hamzacebi, C.(2007)。Forecasting of Turkey's net electricity energy consumption。Energy Policy，35(3)，2009-2016。  new window
13.Huang S. J.、Shih, K. R.(2003)。Short-term load forecasting via ARIMA model identification including non-Gaussian process considerations。IEEE Transactions on Power Systems，18(2)，673-679。  new window
14.Liu, Y. C.、Sun, S. H.、Yang, S. M.、Chuang, C.(2013)。Application of genetic algorithm in production scheduling: a case study on the food processing business。Information: An International Interdisciplinary Journal，15(12)，6063-6075。  new window
15.Sarangi, P. K.、Singh, N.、Chauhan, R. K.、Singh, R.(2009)。Short term load forecasting using artificial neural network: a comparison with genetic algorithm implementation。Asian Research Publishing Network Journal of Engineering and Applied Sciences，4(9)，88-93。  new window
16.Sozen, A.、Gulseven, Z.、Arcaklioglu, E.(2007)。Forecasting based on sectoral energy consumption of GHGs in Turkey and Mitigation policies。Energy Policy，35(12)，6491-6505。  new window
17.Su, C. L.、Yang, S. M.、Huang, W. L.(2011)。A two-stage algorithm integrating genetic algorithm and modified newton method for neural network training in engineering systems。Expert Systems with Applications，38(10)，12189-12194。  new window
18.Takeda, H.、Tamura, Y.、Sato, S.(2016)。Using the ensemble kalman filter for electricity load forecasting and analysis。Energy，104，184-198。  new window
19.Vahidinasab, V.、Jadid, S.、Kazemi, A.(2008)。Day-ahead price forecasting in restructured power systems using artificial neural networks。Electric Power Systems Research，78(8)，1332-1342。  new window
20.Yalcinoz, T.、Yalcinoz, U.(2005)。Short term and medium-term power distribution load forecasting by neural networks。Energy Conversion and Management，46，1393-1405。  new window
會議論文
1.Aboul-Magd, M. A.、Ahmed, E. E. E.(2001)。An artificial neural network model for electrical daily peak load forecasting with an adjustment for holidays。2001 Large Engineering Systems Conference on Power Engineering，105-113。  new window
圖書
1.Box, G. E. P.、Jenkins, G. M.(1976)。Time Series Analysis, Forecasting, and Control。Holden-Day。  new window
 
 
 
 
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