Energy Analytics
- Grupos de investigación
- Economics
- Energy Analytics
- Group head:
- Francisco Javier Nogales Martín
- Email:
- fcojavier.nogales@uc3m.es
- Group web:
- Operations Research
- Commercial datasheet:
- Department of Statistics
Description
Research team formed by professors at the Department of Statistics in Universidad Carlos III de Madrid interested in applying the last techniques in Data Science into the exciting world of Energy. The team is specialized in the development of analytical tools to improve decision-making, especially based on Statistics and Optimization.
Lines of research
- Big Data Optimization: non-linear programming, large and sparse optimization, high-dimensional covariance and precision matrix estimation, sparse networks
- Optimization under Uncertainty: stochastic programming, constraint learning, value-at-risk optimization, robust portfolio optimization
- Advanced prediction tools: forecasting for massive time-series, energy and finance, clustering of big-data time series
Contact email: research@uc3m.es