Development of an intelligent electricity market analysis tool for wind power management

A. Muñoz J. Marín A. Sánchez J. Villar

October 2005 - September 2006

Funding entity Wind to Market, S.A.

The main objective of this project is the development of an Intelligent Data Analysis Tool oriented to the optimal management of wind power in the Spanish Electricity Market.
The system will integrate the following functions:
- Access to the Analysis Data Warehouse.
- Data preprocessing.
- Graphical representation of the information.
- Supervised models (linear and Neural Networks models).
- Unsupervised models (Vector Quantization and Probability Density Function estimation).

Research topics:
• *Short-Term Operation, Market Bidding and Operating Reserves
• *Forecasting and Data Mining

TROYA-2005