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.
| Original language | English |
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| Title of host publication | Proceedings of the 18th Nordic Process Control Workshop |
| Number of pages | 6 |
| Publication date | 2013 |
| Publication status | Published - 2013 |
| Event | 18th Nordic Process Control Workshop - University of Oulu, Oulu, Finland Duration: 22 Aug 2013 → 23 Aug 2013 http://www.oulu.fi/npcw2013/ |
Conference
| Conference | 18th Nordic Process Control Workshop |
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| Location | University of Oulu |
| Country/Territory | Finland |
| City | Oulu |
| Period | 22/08/2013 → 23/08/2013 |
| Internet address |