GEFCom2014 probabilistic electric load forecasting: An integrated solution with forecast combination and residual simulation

International Journal of Forecasting

Volumn 32, Issue 3, 2016, Pages 1012-1016

  Xie, Jingrui ^a   Hong, Tao ^a  

^a UNIVERSITY OF NORTH CAROLINA AT CHARLOTTE   (United States)

Author keywords

Forecast combination; Load forecasting; Neural networks; Probabilistic forecasting; Regression analysis; Residual simulation; Time series modeling

Indexed keywords

EID: 84950126041     PISSN: 01692070     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijforecast.2015.11.005     Document Type: Article

References (9)

1. Hong, T., Short term electric load forecasting. (Ph.D. dissertaion), 2010, Graduate Program of Operation Research and Dept. of Electrical and Computer Engineering, North Carolina State University.
2. Hong, T., Fan, S., Probabilistic electric load forecasting: a tutorial review. International Journal of Forecasting 32 (2016), 914–938.
3. Hong, T., Pierre, P., Fan, S., Zareipour, H., Troccoli, A., Hyndman, R.J., Probabilistic energy forecasting: Global energy forecasting competition 2014 and beyond. International Journal of Forecasting 32 (2016), 896–913.
4. Hong, T., Pinson, P., Fan, S., Global energy forecasting competition 2012. International Journal of Forecasting 30:2 (2014), 357–363.
5. Hong, T., Wang, P., White, L., Weather station selection for electric load forecasting. International Journal of Forecasting 31:2 (2015), 286–295.
6. Hong, T., Wang, P., & Willis, H. (2011). A naïve multiple linear regression benchmark for short term load forecasting. In 2011 IEEE power and energy society general meeting, Detroit, MI, July 24–29, 2011.
7. Hong, T., Wilson, J., Xie, J., Long term probabilistic load forecasting and normalization with hourly information. IEEE Transactions on Smart Grid 5:1 (2014), 456–462.
8. Xie, J., Hong, T., Laing, T., Kang, C., On normality assumption in residual simulation for probabilistic load forecasting. IEEE Transactions on Smart Grid, 2015 Advance Online Publication. http://dx.doi.org/10.1109/TSG.2015.2447007.
9. Xie, J., Liu, B., Lyu, X., Hong, T., & Basterfield, D. (2015). Combining load forecasts from independent experts. In 47th North American power symposium at Charlotte, NC, October 4–6, 2015.