Title :
A decomposition algorithm for optimal control of distributed energy system
Author :
Sokoler, Leo Emil ; Edlund, K. ; Standardi, Laura ; Jorgensen, John Bagterp
Author_Institution :
DONG Energy, Gentofte, Denmark
Abstract :
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.
Keywords :
distributed power generation; linear programming; optimal control; predictive control; Dantzig-Wolfe decomposition algorithm; MATLAB implementation; block-angular structure; constrained optimal control problem; decomposition algorithm; distributed energy system; economic model predictive control; linear program; linear programming solvers; Economics; Fuels; Optimal control; Optimization; Power generation; Predictive control; Production;
Conference_Titel :
Innovative Smart Grid Technologies Europe (ISGT EUROPE), 2013 4th IEEE/PES
Conference_Location :
Lyngby
DOI :
10.1109/ISGTEurope.2013.6695248