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Setting Reserve Requirements to Approximate the Efficiency of the Stochastic Dispatch
- Source :
- Dvorkin, V, Delikaraoglou, S & Morales, J M 2018, ' Setting Reserve Requirements to Approximate the Efficiency of the Stochastic Dispatch ', IEEE Transactions on Power Systems, vol. 34, no. 2, pp. 1524-1536 . https://doi.org/10.1109/TPWRS.2018.2878723, IEEE Transactions on Power Systems
- Publication Year :
- 2018
-
Abstract
- This paper deals with the problem of clearing sequential electricity markets under uncertainty. We consider the European approach, where reserves are traded separately from energy to meet exogenous reserve requirements. Recently pro- posed stochastic dispatch models that co-optimize these services provide the most efficient solution in terms of expected operating costs by computing reserve needs endogenously. However, these models are incompatible with existing market designs. This paper proposes a new method to compute reserve requirements that bring the outcome of sequential markets closer to the stochastic energy and reserves co-optimization in terms of cost efficiency. Our method is based on a stochastic bilevel program that implicitly improves the inter-temporal coordination of energy and reserve markets, but remains compatible with the European market design. We use two standard IEEE reliability test cases to illustrate the benefit of intelligently setting operating reserves in single and multiple reserve control zones.
- Subjects :
- Electricity markets
Reserve requirement
Operations research
Computer science
020209 energy
Reliability (computer networking)
Control (management)
Bilevel optimization
Energy Engineering and Power Technology
Stochastic programming
02 engineering and technology
7. Clean energy
FOS: Mathematics
0202 electrical engineering, electronic engineering, information engineering
Clearing
Electrical and Electronic Engineering
Mathematics - Optimization and Control
Cost efficiency
business.industry
Probabilistic logic
Market clearing
Test case
Optimization and Control (math.OC)
Reserve requirements
Electricity
business
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Dvorkin, V, Delikaraoglou, S & Morales, J M 2018, ' Setting Reserve Requirements to Approximate the Efficiency of the Stochastic Dispatch ', IEEE Transactions on Power Systems, vol. 34, no. 2, pp. 1524-1536 . https://doi.org/10.1109/TPWRS.2018.2878723, IEEE Transactions on Power Systems
- Accession number :
- edsair.doi.dedup.....de5ea838cd2c66934e0b7f32815822ff
- Full Text :
- https://doi.org/10.1109/TPWRS.2018.2878723