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Content archived on 2024-06-16

The value of probabilistic forecasts in the energy market

Objective

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.

Fields of science (EuroSciVoc)

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Keywords

Project’s keywords as indicated by the project coordinator. Not to be confused with the EuroSciVoc taxonomy (Fields of science)

Topic(s)

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Call for proposal

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FP6-2002-MOBILITY-5
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Funding Scheme

Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.

EIF - Marie Curie actions-Intra-European Fellowships

Coordinator

FUNDACION CENTRO DE ESTUDIOS ANDALUCES
EU contribution
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Address
Bailen, 50
SEVILLA
Spain

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Total cost

The total costs incurred by this organisation to participate in the project, including direct and indirect costs. This amount is a subset of the overall project budget.

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