Title :
Network partition for coordinated control in active distribution networks
Author :
Biserica, Monica ; Foggia, Guillaume ; Chanzy, Emmanuel ; Passelergue, Jean Christophe
Author_Institution :
Network Manage. Solutions, Alstom Grid, Massy, France
Abstract :
This paper addresses the issue of network partition used in power system analysis for ancillary services in distribution networks with distributed generation. Simplification and reduction of the computational effort in network calculation for centralized control can be achieved, through a definition of suitable partitioned clusters. The zoning problem is explored using a clustering process based on the k-means algorithm. The proposed method is implemented within a study case of voltage profile calculation in a 20 kV distribution network for steady state voltage control. The results show the performance of the method, with the caveat of the need of preliminary fitting of the parameters.
Keywords :
distributed power generation; power distribution control; voltage control; active distribution networks; ancillary services; centralized control; clustering process; distributed generation; k-means algorithm; network calculation; power system analysis; steady state voltage control; voltage 20 kV; voltage profile calculation; zoning problem; Clustering algorithms; Density estimation robust algorithm; Load flow; Partitioning algorithms; Sensitivity; Voltage control; Clustering methods; Smart grid; dispersed storage and generation; distribution network; power distribution; power system simulation;
Conference_Titel :
PowerTech (POWERTECH), 2013 IEEE Grenoble
Conference_Location :
Grenoble
DOI :
10.1109/PTC.2013.6652277