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 Gridvol.8, no.3, pp 1046-1053, May, 2017. (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)
  • Jingrui Xie and Tao Hong, "Variable selection methods for probabilistic load forecasting: empirical evidence from seven states of the United States", IEEE Transactions on Smart Grid, in press, available online. (IEEE 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)