DocumentCode :
1620719
Title :
Control of battery storage to improve voltage profile in autonomous microgrid
Author :
Majumder, R. ; Chakrabarti, S. ; Ledwich, G. ; Ghosh, A.
Author_Institution :
ABB Corp. Res., Vasteras, Sweden
fYear :
2011
Firstpage :
1
Lastpage :
8
Abstract :
This paper proposes a new control method for battery storage in an autonomous microgrid. The battery output is controlled in such a manner that the bus voltages in the microgrid system are maintained during disturbances such as load change, loss of micro sources or power limit in the DGs. An artificial neural network (ANN) based controller is used to determine the reference power for the battery to hold the microgrid voltage within regulation limit. The pattern of drop in local bus voltage during power imbalance is used to train the controller offline. Depending on the rate of voltage fall, it is switched to power control mode to inject the reference power determined by the proposed controller. After a defined time period the battery power injection is reduced to zero using slow reverse droop characteristics ensuring a slow rate of increase in power demand from the other DGs. The proposed control method is tested for various operating conditions in a microgrid with both inertial and converter interfaced sources.
Keywords :
distributed power generation; energy storage; neurocontrollers; power control; power convertors; artificial neural network based controller; autonomous microgrid; battery power injection; battery storage control; control method; converter interfaced sources; microgrid system; microgrid voltage; power control mode; power imbalance; regulation limit; reverse droop characteristics; voltage profile; Artificial neural networks; Batteries; Power control; Reactive power; Threshold voltage; Voltage control; Voltage measurement; Artificial Neural Network; Battery storage; Converter Control; Microgrid;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power and Energy Society General Meeting, 2011 IEEE
Conference_Location :
San Diego, CA
ISSN :
1944-9925
Print_ISBN :
978-1-4577-1000-1
Electronic_ISBN :
1944-9925
Type :
conf
DOI :
10.1109/PES.2011.6039193
Filename :
6039193
Link To Document :
بازگشت