Cel Deregulation of electricity markets throughout Europe has increased the need for reliable forecasts of demand, supply and spot price. Forecast horizons, ranging from minutes to several years, are required for ensuring system stability, maintenance scheduling and capital planning. A multidisciplinary approach fusing economics, mathematical modelling and statistics is proposed. This approach will combine probabilistic forecasts of weather and economic variables, operating characteristics of the generators, an economic model of the micro-market and a deterministic model of seasonality and holidays. The project's primary objective is the assessment of uncertainty in demand and supply forecasts using state-of-the-art ensemble weather forecasts and economic indicators. This approach is innovative in that the forecasts will incorporate all sources of uncertainty including observational uncertainty, parametrical uncertainty and model uncertainty. Reliable probabilistic forecasts are essential for making decisions and managing risk since the tails of the forecast distribution are required for estimating the likely occurrence of worst-case scenarios. Forecasts of energy production will provide valuable information for the renewable energy sector. The secondary objective is electricity price forecasting using a combination of simulation models for power generation and a statistical model of prices. Accurate forecasts of spot prices are required for pricing energy derivatives and financial risk management. Forecasts of energy production will provide valuable information for the renewable energy sector. The project will be supported by data and advice from a number of European industrial partners, including electricity generators, distributors and consultants, ensuring that the research directly addresses relevant industrial problems and that the results will be quickly disseminated throughout the European energy sector. Dziedzina nauki natural sciencesearth and related environmental sciencesatmospheric sciencesmeteorologyengineering and technologyenvironmental engineeringenergy and fuelsrenewable energysocial sciencessociologygovernancecrisis managementnatural sciencesmathematicsapplied mathematicsstatistics and probabilitynatural sciencesmathematicsapplied mathematicsmathematical model Słowa kluczowe Probabilistic forecasting economy risk management uncertainty utility maximisation weather Program(-y) FP6-MOBILITY - Human resources and Mobility in the specific programme for research, technological development and demonstration "Structuring the European Research Area" under the Sixth Framework Programme 2002-2006 Temat(-y) MOBILITY-2.1 - Marie Curie Intra-European Fellowships (EIF) Zaproszenie do składania wniosków FP6-2002-MOBILITY-5 Zobacz inne projekty w ramach tego zaproszenia System finansowania EIF - Marie Curie actions-Intra-European Fellowships Koordynator FUNDACION CENTRO DE ESTUDIOS ANDALUCES Wkład UE Brak danych Adres Bailen, 50 SEVILLA Hiszpania Zobacz na mapie Koszt całkowity Brak danych
