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Medium-Term electricity generation with fuzzy availability

F.A. Campos, J. Villar

2nd International Conference on Soft Methods in Probability and Statistics - SMPS'2004, Oviedo (Spain). 02-04 September 2004


Summary:

As it is well known, generation plants availability has a significant impact on the total energy production injected into a power system. This means that a sensible generating system model should be able to represent the availability uncertainty to obtain better solutions than deterministic approaches. In this paper possibility distributions have been used to model the uncertainty of the generation plants availability, when forced outages are presented during their operation. To solve the new possibilistic formulation that results, the main resolution approaches in the literature have been applied, leading always to equivalent but larger crisp systems that can be solved with commercial resolution softwares. A real case study of the current Spanish electricity market is used to analyze the main differences of these approaches on the total generated power and profits.


Keywords: Plant availability, installed capacity, power system reliability, electricity market, fuzzy constraints, fuzzy programming, possibility theory


DOI: DOI icon https://doi.org/10.1007/978-3-540-44465-7_85

Published in Soft Methodology and Random Information Systems, pp: 685-692, ISBN: 978-3-540-22264-4

Publication date: 2004-09-01.



Citation:
F.A. Campos, J. Villar, Medium-Term electricity generation with fuzzy availability, 2nd International Conference on Soft Methods in Probability and Statistics - SMPS'2004, Oviedo (Spain). 02-04 September 2004. In: Soft Methodology and Random Information Systems: Conference proceedings, ISBN: 978-3-540-22264-4


    Research topics:
  • *Modeling, Simulation and Optimization
  • *Short-Term Operation, Market Bidding and Operating Reserves

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