Reference
R. R. Negenborn, M. Houwing, B. De
Schutter, and J. Hellendoorn, "Model predictive control for residential energy
resources using a mixed-logical dynamic model,"
Proceedings of
the 2009 IEEE International Conference on Networking, Sensing and
Control, Okayama, Japan, pp. 702-707, Mar. 2009.
Abstract
With the increase in the number of distributed energy resources and the amount
of intelligence in electricity infrastructures, the possibilities for
minimizing costs of household energy consumption increase. Household systems
are hybrid systems, in the sense that they exhibit both continuous and discrete
dynamics. In this paper the mixed-logical dynamic framework is used to
construct a dynamic model of a household system equipped with distributed
energy resources. A model predictive controller (MPC) is then proposed that
uses the mixed-logical dynamic model to control the energy flows inside the
household. In simulation studies we assess the performance of the proposed
controller, and we illustrate how additional profits can be obtained by
increasing the decision freedom of the controller.
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BibTeX
@inproceedings{NegDeS:08-028,
author = {Negenborn, Rudi R. and Houwing, Michiel and De Schutter, Bart
and Hellendoorn, Johannes},
title = {Model Predictive Control for Residential Energy Resources Using
a Mixed-Logical Dynamic Model},
booktitle = {Proceedings of the 2009 IEEE International Conference on
Networking, Sensing and Control},
address = {Okayama, Japan},
pages = {702--707},
month = mar,
year = {2009}
}