Title :
Performance analysis of a distributed algorithm for dynamic reactive power compensation
Author :
Bolognani, Saverio ; Cavraro, Guido ; Zampieri, Sandro
Author_Institution :
Dept. of Inf. Eng., Univ. of Padova, Padova, Italy
Abstract :
We consider the problem of dynamic reactive power compensation in power distribution networks populated by a large number of microgeneration devices. We model the power losses minimization problem in the case of stochastic, time-varying reactive power demands. For this control problem, we propose a randomized iterative optimization algorithm, and we define a suitable metric for evaluating this algorithm´s (and other algorithms´) performance. For this performance index, we derive an upper that makes the optimal tuning of the algorithm parameters possible. Numerical simulations confirm that, via proper design of the algorithm, it is possible to achieve remarkable performance with limited but strategical communication among the agents.
Keywords :
iterative methods; optimisation; power distribution control; reactive power control; algorithm parameters; control problem; distributed algorithm; dynamic reactive power compensation; microgeneration devices; numerical simulations; performance analysis; performance index; power distribution networks; power losses minimization problem; randomized iterative optimization algorithm; strategical communication; time-varying reactive power demands; Algorithm design and analysis; Heuristic algorithms; Load modeling; Measurement; Microgrids; Optimization; Reactive power;
Conference_Titel :
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-2065-8
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2012.6426110