Publications
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Reviews 

  • Tao Hong, "Energy forecasting: past, present and future", Foresight: The International Journal of Applied Forecasting, issue 32, pp. 43-48, Winter 2014. (IIFworking paper)
  • Tao Hong and Shu Fan, "Probabilistic electric load forecasting: a tutorial review", International Journal of Forecasting, vol.32, no.3, pp 914-938, July-September, 2016. (working paperScienceDirect)

Forecasting Competitions

  • Tao Hong, Pierre Pinson and Shu Fan, "Global energy forecasting competition 2012", International Journal of Forecasting, vol.30, no.2, pp 357-363, April-June, 2014. (ScienceDirectcompetition data
  • Tao Hong, Pierre Pinson, Shu Fan, Hamidreza Zareipour, Alberto Troccoli and Rob J. Hyndman, "Probabilistic energy forecasting: Global Energy Forecasting Competition 2014 and beyond", International Journal of Forecasting, vol.32, no.3, pp 896-913, July-September, 2016. (working paperScienceDirectcompetition data) 
  • Jingrui Xie and Tao Hong, "GEFCom2014 probabilistic electric load forecasting: an integrated solution with forecast combination and residual simulation",International Journal of Forecasting, vol.32, no.3, pp 1012-1016, July-September, 2016. (working paperScienceDirect)
  • Jingrui Xie and Tao Hong, "Improving gas load forecasts with big data", Natural Gas & Electricity, vol.32, no.10, pp 25-30, May, 2016. (author's copyWiley Online Library)

Probabilistic Load Forecasting

  • Tao Hong, Jason Wilson and Jingrui Xie, "Long term probabilistic load forecasting and normalization with hourly information", IEEE Transactions on Smart Grid, vol.5, no.1, pp.456-462, January, 2014. (IEEE Xplore
  • Jingrui Xie, Tao Hong, Thomas D. Laing and Chongqing Kang, "On normality assumption in residual simulation for probabilistic load forecasting"IEEE Transactions on Smart Grid, in press, available online. (working paperIEEE Xplore)
  • Jingrui Xie and Tao Hong, "Temperature scenario generation for probabilistic load forecasting", Transactions on Smart Grid, in press, available online. (working paperIEEE Xplore)
  • Bidong Liu, Jakub Nowotarski, Tao Hong and Rafal Weron, "Probabilistic load forecasting via quantile regression averaging on sister forecasts", IEEE Transactions on Smart Gridvol.8, no.2, pp 730-737, March, 2017. (working paperIEEE Xplore)

Hierarchical Load Forecasting

  • Tao Hong, Pu Wang and Laura White, "Weather station selection for electric load forecasting", International Journal of Forecasting, vol.31, no.2, pp 286-295, April-June, 2015. (working paperScienceDirect
  • Pu Wang, Bidong Liu and Tao Hong, "Electric load forecasting with recency effect: a big data approach", International Journal of Forecasting, vol.32, no.3, pp 585-597, July-September, 2016. (working paperScienceDirect) 

Point Load Forecasting

  • Tao Hong and Pu Wang, "Fuzzy interaction regression for short term load forecasting", Fuzzy Optimization and Decision Making, vol.13, no.1, pp. 91-103, March, 2014. (Springer Link)
  • Jakub Nowotarski, Bidong Liu, Rafal Weron and Tao Hong, "Improving short term load forecast accuracy via combining sister forecasts", Energy, vol.98, pp 40-49, March 1, 2016. (working paperScienceDirect)
  • Jingrui Xie, Ying Chen, Tao Hong and Thomas D. Laing, "Relative humidity for load forecasting models", IEEE Transactions on Smart Grid, in press, available online. (working paperIEEE Xplore)
  • Jingrui Xie, Tao Hong and Joshua Stroud, "Long term retail energy forecasting with consideration of residential customer attrition", IEEE Transactions on Smart Grid, vol.6, no.5, pp. 2245-2252, September, 2015. (working paperIEEE Xplore)