In economic model predictive control of distributed energy systems, the constrained optimal control problem can be expressed as a linear program with a block-angular structure. In this paper, we present an efficient Dantzig-Wolfe decomposition algorithm specifically tailored to problems of this type. Simulations show that a MATLAB implementation of the algorithm is significantly faster than several state-of-the-art linear programming solvers and that it scales in a favorable way.
2013 4th Ieee Pes Innovative Smart Grid Technologies Europe (isgt Europe), 2013
Main Research Area:
2013 4th IEEE PES Innovative Smart Grid Technologies Europe, 2013