A Distributed Optimization Algorithm for the Predictive Control of Smart Grids

In this paper, we present a hierarchical, iterative distributed optimization algorithm and show that the algorithm converges to the global solution of a particular optimization problem. The motivation for the distributed optimization problem is the predictive control of a smart grid, in which the st...

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Bibliographic Details

Published in:	IEEE transactions on automatic control Vol. 61; no. 12; pp. 3898 - 3911
Main Authors:	Braun, Philipp, Grune, Lars, Kellett, Christopher M., Weller, Steven R., Worthmann, Karl
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.12.2016 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Batteries Communication Control over communications Cost function Electric power distribution Heuristic algorithms Iterative methods Optimization Optimization algorithms Prediction algorithms Predictive control predictive control for linear systems Smart grid System dynamics
ISSN:	0018-9286, 1558-2523
Online Access:	Get full text
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