Dr Shu Fan - Researcher Profile

Biography

Shu works in the Faculty of Business & Economics at Monash University as a Senior Research Fellow.

Qualifications

DOCTOR OF ENGINEERING - ELECTRICAL

Institution: Huazhong University Of Science & Technology - China

Year awarded: 2004

Publications

Books

Mao, C., Wang, D., Fan, S., Lu, J., 2010, Electronic Power Transformer, China Electric Power Press, China.

Journal Articles

Fan, S., Hyndman, R.J., 2012, Short-term load forecasting based on a semi-parametric additive model, IEEE Transactions on Power Systems [P], vol 27, issue 1, Institute of Electrical and Electronics Engineers, Piscataway USA, pp. 134-141.

Fan, S., Hyndman, R., 2011, The price elasticity of electricity demand in South Australia, Energy Policy [P], vol 39, issue 6, Pergamon, Oxford UK, pp. 3709-3719.

Hyndman, R.J., Fan, S., 2010, Density forecasting for long-term peak electricity demand, IEEE Transactions on Power Systems [P], vol 25, issue 2, IEEE, USA, pp. 1142-1153.

Fan, S., Liao, J., Yokoyama, R., Chen, L., Lee, W., 2009, Forecasting the wind generation using a two-stage network based on meteorological information, IEEE Transactions on Energy Conversion [P], vol 24, issue 2, Institute of Electrical and Electronics Engineers (IEEE), USA, pp. 474-482.

Fan, S., Methaprayoon, K., Lee, W., 2009, Multiregion load forecasting for system with large geographical area, IEEE Transactions on Industry Applications [P], vol 45, issue 4, Institute of Electrical and Electronics Engineers (IEEE), USA, pp. 1452-1459.

Fan, S., Chen, L., Lee, W., 2009, Short-term load forecasting using comprehensive combination based on multimeteorological information, IEEE Transactions on Industry Applications [P], vol 45, issue 4, Institute of Electrical and Electronics Engineers (IEEE), USA, pp. 1460-1466.

Fan, S., Chen, L., Lee, W., 2008, Machine learning based switching model for electricity load forecasting, Energy Conversion and Management, vol 49, issue 6, Pergamon, UK, pp. 1331-1344.

Fan, S., Mao, C., Chen, L., 2007, Next-day electricity-price forecasting using a hybrid network, IET Generation, Transmission and Distribution, vol 1, issue 1, The Institution of Engineering and Technology, UK, pp. 176-182.

Wang, D., Mao, C., Lu, J., Fan, S., Peng, F., 2007, Theory and application of distribution electronic power transformer, Electric Power Systems Research, vol 77, issue 3-4, Elsevier S.A., Lausanne Switzerland, pp. 219-226.

Fan, S., Mao, C., Chen, L., 2006, Electricity peak load forecasting with self-organizing map and support vector regression, IEEJ Transactions on Electrical and Electronic Engineering [P], vol 1, issue 3, John Wiley and Sons, Inc., USA, pp. 330-336.

Fan, S., Mao, C., Chen, L., 2006, Optimal coordinated PET and generator excitation control for power systems, International Journal of Electrical Power & Energy Systems, vol 28, issue 3, Elsevier Ltd., UK, pp. 158-165.

Fan, S., Chen, L., 2006, Short-term load forecasting based on an adaptive hybrid method, IEEE Transactions on Power Systems, vol 21, issue 1, IEEE, USA, pp. 392-401.