Peak demand contract for big consumers computed based on the combination of a statistical model and a mixed integer linear programming stochastic optimization model

•Peak demand simulation with a statistical model.•Optimization model to compute peak demand contract under uncertainty.•The method considers the Expected Value and the Conditional-Value-at-Risk.•Analysis performed for a real commercial consumer. One of the main objectives of Demand Response Programs...

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Vydáno v:	Electric power systems research Ročník 154; s. 122 - 129
Hlavní autoři:	Lima, Delberis A., Céspedes G., Andrés Maurício, Telles, Érica, Matias Bittencourt, Eidy Marianne
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Amsterdam Elsevier B.V 01.01.2018 Elsevier Science Ltd
Témata:	Big consumer Computer simulation Consumers Demand Demand Response Program Electric power demand Electric power distribution Electricity Electricity consumption Energy management Integer programming Linear programming Mixed integer Optimization Optimization models Parameter estimation Peak demand contracted Peak load Statistical model Statistical models Stochastic models Stochastic optimization model Brazil Big consumer Statistical model Stochastic optimization model Peak demand contracted Demand Response Program
ISSN:	0378-7796, 1873-2046
On-line přístup:	Získat plný text
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