DocumentCode :
630853
Title :
Sparse and optimal wide-area damping control in power networks
Author :
Dorfler, Florian ; Jovanovic, Mihailo R. ; Chertkov, Michael ; Bullo, Francesco
Author_Institution :
Center for Control, Dynamical Syst. & Comput., Univ. of California at Santa Barbara, Santa Barbara, CA, USA
fYear :
2013
fDate :
17-19 June 2013
Firstpage :
4289
Lastpage :
4294
Abstract :
Inter-area oscillations in power networks are typically poorly controllable by means of local decentralized control. Recent research efforts have been aimed at developing wide-area control strategies that involve communication of remote signals. In conventional wide-area control strategies the control structure is fixed a priori typically based on modal criteria. In contrast, here we employ the recently introduced paradigm of sparsity-promoting optimal control to simultaneously identify the control structure and optimize the closed-loop performance. To induce a sparse control architecture, we regularize the standard quadratic performance index with an ℓ1-penalty on the feedback matrix. The quadratic objective functions are inspired by the classic slow coherency theory and are aimed at imitating homogeneous networks without inter-area oscillations. We use a compelling example to demonstrate that the proposed combination of the sparsity-promoting optimal control design with the slow coherency objective functions performs almost as well as the optimal centralized controllers.
Keywords :
closed loop systems; control system synthesis; decentralised control; distribution networks; feedback; matrix algebra; optimal control; oscillations; power distribution control; classic slow coherency theory; closed-loop performance; feedback matrix; homogeneous networks; interarea oscillations; l1-penalty; local decentralized control; optimal wide-area damping control; power networks; remote signal communication; slow coherency objective functions; sparse wide-area damping control; sparsity-promoting optimal control; sparsity-promoting optimal control design; standard quadratic performance index; Damping; Generators; Mathematical model; Optimal control; Oscillators; Power system dynamics; Robustness;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
American Control Conference (ACC), 2013
Conference_Location :
Washington, DC
ISSN :
0743-1619
Print_ISBN :
978-1-4799-0177-7
Type :
conf
DOI :
10.1109/ACC.2013.6580499
Filename :
6580499
Link To Document :
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