Title :
Decentralized large-scale power balancing
Author :
Halvgaard, Rasmus ; Jorgensen, John Bagterp ; Poulsen, Niels Kjolstad ; Madsen, Henrik ; Vandenberghe, Lieven
Author_Institution :
Dept. of Appl. Math. & Comput. Sci., Tech. Univ. of Denmark, Lyngby, Denmark
Abstract :
A power balancing strategy based on Douglas-Rachford splitting is proposed as a control method for large-scale integration of flexible consumers in a Smart Grid. The total power consumption is controlled through a negotiation procedure between all units and a coordinating system level. The balancing problem is formulated as a centralized large-scale optimization problem but is then decomposed into smaller subproblems that are solved locally by each unit connected to an aggregator. For large-scale systems the method is faster than solving the full problem and can be distributed to include an arbitrary number of units.
Keywords :
load distribution; load regulation; optimisation; predictive control; smart power grids; Douglas-Rachford splitting; balancing problem; centralized large scale optimization problem; control method; coordinating system level; decentralized large scale power balancing; flexible consumer; large scale integration; negotiation procedure; power balancing strategy; smart power grid; Convergence; Optimization; Power demand; Power markets; Predictive control; Real-time systems; Smart grids;
Conference_Titel :
Innovative Smart Grid Technologies Europe (ISGT EUROPE), 2013 4th IEEE/PES
Conference_Location :
Lyngby
DOI :
10.1109/ISGTEurope.2013.6695323