DocumentCode :
135742
Title :
Biogeography based optimal state feedback controller for frequency regulation of a smart microgrid
Author :
Gaddam, Mallesham ; Mishra, Shivakant ; Sekhar, P.C.
Author_Institution :
Electr. Eng. Dept., Indian Inst. of Technlogy, New Delhi, India
fYear :
2014
fDate :
27-31 July 2014
Firstpage :
1
Lastpage :
1
Abstract :
Summary form only given. Development of “Q” and “R” matrices for designing a Linear Quadratic Regulator (LQR) is still a research challenge. The theory says they should belong to the group of positive definite matrices, so we need to find out the most suitable amongst them in order to obtain the desired response. In this paper biogeography based optimization (BBO) technique has been applied to come up with the best “Q” and “R” matrices such that the frequency excursion following a disturbance in a microgrid is minimized. As all the states in a practical system may not be measurable hence, we have used Kalman estimator to estimate them. These estimated states along with other measured states are used by the LQR to produce the desired control signal. The microgrid is made smarter by using the agent based scheme integrated with a master controller and a proper communication protocol. The simulation results show that the proposed approach improves the microgrid frequency response and also gives a new alternative method for frequency control of a smart microgrid.
Keywords :
distributed power generation; evolutionary computation; frequency control; linear quadratic control; matrix algebra; smart power grids; state feedback; BBO technique; Kalman estimator; LQR design; Q matrix; R matrix; biogeography based optimal state feedback controller; biogeography based optimization; communication protocol; control signal; frequency control; frequency regulation; linear quadratic regulator; master controller; microgrid disturbance; microgrid frequency response; positive definite matrix; smart microgrid; Biogeography; Frequency control; Microgrids; Optimization; Regulators; Smart grids; State feedback;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
PES General Meeting | Conference & Exposition, 2014 IEEE
Conference_Location :
National Harbor, MD
Type :
conf
DOI :
10.1109/PESGM.2014.6939558
Filename :
6939558
Link To Document :
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