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2014 | OriginalPaper | Buchkapitel

3. Clearing the Day-Ahead Market with a High Penetration of Stochastic Production

verfasst von : Juan M. Morales, Antonio J. Conejo, Henrik Madsen, Pierre Pinson, Marco Zugno

Erschienen in: Integrating Renewables in Electricity Markets

Verlag: Springer US

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Abstract

This chapter motivates, develops, and explains a market-clearing algorithm for the day-ahead market, intended for electric energy markets with a significant number of stochastic producers. To adequately mimic the real-world decision-making process, a two-stage stochastic programming model with recourse is presented. Market outcomes include both production and consumption quantities, and energy-only clearing prices. These prices embody desirable properties such as revenue adequacy in expectation and cost recovery, also in expectation. Complementarily, and as alternative to the two-stage stochastic programming approach, this chapter also introduces a dispatch method for energy and reserve that copes with uncertain generation using adaptive robust optimization. A number of clarifying examples illustrate the theoretical interest and practical relevance of the proposed market-clearing algorithms.

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Metadaten
Titel
Clearing the Day-Ahead Market with a High Penetration of Stochastic Production
verfasst von
Juan M. Morales
Antonio J. Conejo
Henrik Madsen
Pierre Pinson
Marco Zugno
Copyright-Jahr
2014
Verlag
Springer US
DOI
https://doi.org/10.1007/978-1-4614-9411-9_3