Research Interest
I have a broad interest in applying forecasting and optimization techniques to solve real-world problems in energy, retail and manufacturing industries.
My primary interest falls in the applications of analytics in the energy industry:
- Energy forecasting
- Power systems planning and operations
- Renewable integration
- Risk management
- Trading strategy
Energy forecasting is an area I've been working on since 2008. Specifically I'm interested in:
- Very short and short term load forecasting
- Medium and long term load forecasting
- Spatial load forecasting
- Demand response forecasting
- Wind power forecasting
- Solar generation forecasting
In terms of forecasting methodologies:
- Hierarchical forecasting
- Ensemble forecasting |