Uncertainty dynamics in energy planning models: An autoregressive and Markov chain modeling approach

This paper deals with the modeling of stochastic processes in long-term multi-stage energy planning problems when limited information is available about the distributions of such processes. Starting from simple estimates of variation intervals for uncertain parameters, such as energy demands and cos...

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Bibliographic Details

Published in:	Computers & industrial engineering Vol. 191; p. 110084
Main Authors:	Guevara, Esnil, Babonneau, Frédéric, Homem-de-Mello, Tito
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.05.2024
Subjects:	Autoregressive processes Energy planning Markov chains Stochastic dual dynamic programming Temporal correlation Uncertainty modeling Markov chains Stochastic dual dynamic programming Temporal correlation Uncertainty modeling Energy planning Autoregressive processes
ISSN:	0360-8352, 1879-0550
Online Access:	Get full text
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