Next-day electricity-price forecasting using a hybrid network

IET Generation, Transmission and Distribution - Tập 1 Số 1 - Trang 176 - 2007
Shuai Fan1, Chengxiong Mao2, L.‐W. Antony Chen3
1Osaka Sangyo University, Daito, Osaka
2Huazhong University of Science and Technology, Wuhan, China
3Osaka Sangyo University, Osaka, Japan

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Từ khóa


Tài liệu tham khảo

Shahidehpour, M., Hatim, Y., and Zuyi, L.: ‘Market operations in electric power systems’, (Wiley, New York 2002)

Bunn, D.W.: ‘Modelling prices in competitive electricity markets’, (John Willey & Sons, England 2004)

10.1109/TPWRS.2002.1007902

10.1109/TPWRS.2002.804943

10.1109/TPWRS.2003.821470

10.1109/TPWRS.2004.837759

10.1109/59.780895

Guo, 2003, 18, 665, 10.1109/TPWRS.2003.811012

10.1109/TPWRS.2004.840412

Zhou, 2004, Proc. Fifth World Congress an Intelligent Control and Automation, 1838, 10.1109/WCICA.2004.1340993

10.1109/TPWRS.2005.860944

Chang, 1998, Proc. Int. Con. Energy Management and Power Delivery, 2, 411, 10.1109/EMPD.1998.702588

Li, 2005, Proc. CIGRE∕IEEE PES Int. Symp., 110

Li, 2002, Proc. Int. Conf. Power System Technology, 4, 2426, 10.1109/ICPST.2002.1047221

Hamilton, J.D.: ‘Time series analysis’, (Princeton University Press, New York 1994)

ISO: ‘Overview of ISO New England’, March, 2004

Kohonen, T.: ‘Self-organizing maps’, (Springer-Verlag, Berlin 1997)

Guilherme, 2004, 15, 1244, 10.1109/TNN.2004.832825

Fan, 2005, Proc. 2nd. Int. Symp. Neural Networks, 3, 640

10.1016/0893-6080(95)00033-V

Cortes, 1995, 20, 273

Cristianini, N., and Shawo-Tylor, J.: ‘An introduction to support vector machines and other kernel-based learning methods’, (Cambridge University Press, Cambridge 2000)

Müller, K.-R., Smola, A., Ratsch, G., Schölkopf, B., Kohlmorgen, J., and Vapnik, V.: ‘Predicting time series with support vector machines’, Advances in kernel methods – support vector learning, (MIT Press, Cambridge, MA 1999), p. 243–254

10.1109/TPWRS.2004.835679

Chang C.-C. and Lin. C.-J.: (2001) ‘LIBSVM: A Library for Support Vector Machines’. Available at http://www.csie.ntu.edu.tw/~cjlin/libsvm (accessed 4 June 2006)

Fox, J.: ‘Applied regression analysis, linear models, and related methods’, (Sage, Thousand Oaks, CA 1997)

www.ISO-NE.com [online]