Long term electric load forecasting based on TS-type recurrent fuzzy neural network model
作者： Ziteng Wen , Linbo Xie , Qigao Fan , Hongwei Feng
DOI: 10.1016/J.EPSR.2019.106106
关键词:
摘要: … self-organizing radial basis function recurrent neural network with TS fuzzy model (ISO-TS-… Compared with the other five models ie, MLR, SVR, FIR, GA-LSTM and traditional SO-TS-RBF…
sci-hub.se 参考文章(33)
Raphael Nedellec, Jairo Cugliari, Yannig Goude, GEFCom2012: Electric load forecasting and backcasting with semi-parametric models International Journal of Forecasting. ,vol. 30, pp. 375- 381 ,(2014) , 10.1016/J.IJFORECAST.2013.07.004
Ahmad Kalhor, Babak N. Araabi, Caro Lucas, Evolving Takagi-Sugeno fuzzy model based on switching to neighboring models soft computing. ,vol. 13, pp. 939- 946 ,(2013) , 10.1016/J.ASOC.2012.09.015
Nathaniel Charlton, Colin Singleton, A refined parametric model for short term load forecasting International Journal of Forecasting. ,vol. 30, pp. 364- 368 ,(2014) , 10.1016/J.IJFORECAST.2013.07.003
Tao Hong, Jason Wilson, Jingrui Xie, Long Term Probabilistic Load Forecasting and Normalization With Hourly Information IEEE Transactions on Smart Grid. ,vol. 5, pp. 456- 462 ,(2014) , 10.1109/TSG.2013.2274373
Tao Hong, Pu Wang, Laura White, Weather station selection for electric load forecasting International Journal of Forecasting. ,vol. 31, pp. 286- 295 ,(2015) , 10.1016/J.IJFORECAST.2014.07.001
Adrian Rubio-Solis, George Panoutsos, Interval Type-2 Radial Basis Function Neural Network: A Modeling Framework IEEE Transactions on Fuzzy Systems. ,vol. 23, pp. 457- 473 ,(2015) , 10.1109/TFUZZ.2014.2315656
Shu Fan, Rob J. Hyndman, Short-Term Load Forecasting Based on a Semi-Parametric Additive Model IEEE Transactions on Power Systems. ,vol. 27, pp. 134- 141 ,(2012) , 10.1109/TPWRS.2011.2162082
Tao Hong, Pierre Pinson, Shu Fan, Global Energy Forecasting Competition 2012 International Journal of Forecasting. ,vol. 30, pp. 357- 363 ,(2014) , 10.1016/J.IJFORECAST.2013.07.001
Mediha Orun, Kasım Koçak, Applicatıon of detrended fluctuation analysis to temperature data from Turkey International Journal of Climatology. ,vol. 29, pp. 2130- 2136 ,(2009) , 10.1002/JOC.1853
Rob J. Hyndman, Shu Fan, Density Forecasting for Long-Term Peak Electricity Demand IEEE Transactions on Power Systems. ,vol. 25, pp. 1142- 1153 ,(2010) , 10.1109/TPWRS.2009.2036017