Title :
Design of optimal coupling gains for synchronization of nonlinear oscillators
Author :
Victor Purba;Xiaofan Wu;Mohit Sinha;Sairaj V. Dhople;Mihailo R. Jovanović
Author_Institution :
Department of Electrical and Computer Engineering, University of Minnesota, Minneapolis, 55455, United States
Abstract :
This paper develops a structured optimal-control framework to design coupling gains for synchronization of weakly nonlinear oscillator circuits connected in resistive networks with arbitrary topologies. The oscillators are modeled as weakly nonlinear Liénard-type circuits, and the coupling gain amounts to the current gain which scales the output current of the oscillator. The structured optimal-control problem allows us to seek a decentralized control strategy (equivalently, a diagonal feedback matrix) that precludes communications between oscillators. To this end, a sparsity-promoting optimal control algorithm is developed to tune the optimal diagonal feedback-gain matrix with minimal performance sacrifice. This involves solving an ℋ2 optimal control problem with ℓ1 regularization by applying the alternating direction method of multipliers (ADMM). Simulation studies with application to voltage regulation in islanded networks composed of power-electronic inverters are provided to validate the approach.
Keywords :
"Oscillators","Nonlinear dynamical systems","Synchronization","Couplings","Optimal control","Decentralized control","Voltage control"
Conference_Titel :
Decision and Control (CDC), 2015 IEEE 54th Annual Conference on
DOI :
10.1109/CDC.2015.7402392