DocumentCode :
3754373
Title :
Optimal design of cascaded control scheme for PV system using BFO algorithm
Author :
R.N. Kalaam;Hany M. Hasanien;Ahmed Al-Durra;Khaled Al-Wahedi;S. M. Muyeen
Author_Institution :
Electrical Engineering Department, The Petroleum Institute, P.O.Box 2533, Abu Dhabi, UAE
fYear :
2015
Firstpage :
907
Lastpage :
912
Abstract :
In this paper presents Bacteria Foraging Optimization (BFO) algorithm based approach to find the optimum design values for the Proportional-Integral (PI) Controllers in cascaded structure is presented. Tuning the values of four PI controllers is very complex when the system is difficult to express in terms of mathematical model due to system nonlinearity. Response surface methodology (RSM) is used to formulate a mathematical design which is required to apply optimization algorithm. To examine the performance of BFO algorithm in obtaining optimum values of multiple PI controllers, a grid connected Photovoltaic (PV) system is chosen. Transient performance of the PI controller with optimum design values is evaluated under grid fault conditions. The system is simulated using PSCAD/EMTDC. Simulation results have shown the validity of the optimal design values obtained from RSM-BFO approach under different disturbances and system parameter variations.
Keywords :
"Algorithm design and analysis","Microorganisms","Optimization","Mathematical model","Heuristic algorithms","Circuit faults","Inverters"
Publisher :
ieee
Conference_Titel :
Renewable Energy Research and Applications (ICRERA), 2015 International Conference on
Type :
conf
DOI :
10.1109/ICRERA.2015.7418541
Filename :
7418541
Link To Document :
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