Title :
A PSO optimized fractional-order PID controller for a PV system with DC-DC boost converter
Author :
Sahin, Erol ; Ayas, Mustafa Sinasi ; Altas, Ismail Hakki
Author_Institution :
Surmene Abdullah Kanca VHS, Karadeniz Tech. Univ., Trabzon, Turkey
Abstract :
In this study, a fractional-order PID (FOPID) controller is designed to control a DC-DC boost converter in a PV-system. Because of the nonlinear V-I characteristic of a PV-panel, a power electronic interface is required to obtain a desired and fixed voltage level. In order to obtain the best system performance, parameters of the proposed controller are tuned by using Particle Swarm Optimization (PSO) algorithm. Both of the system responses with the FOPID and classical PID are tested under various power conditions by changing the load resistor and solar irradiation values. The simulation results are compared in terms of integral of time weighted squared error (ITSE) criterion, percentage overshoot (Mp) and rising time (Tr). The results show that the FOPID controller performs better performance than the classical PID controller.
Keywords :
DC-DC power convertors; particle swarm optimisation; photovoltaic power systems; power electronics; power generation control; three-term control; DC-DC boost converter; ITSE; PSO; fractional order PID controller; load resistor; nonlinear V-I characteristic; particle swarm optimization; percentage overshoot; photovoltaic panel; photovoltaic system; power electronic interface; rising time; solar irradiation values; time weighted squared error; Inductors; Integrated circuit modeling; Mathematical model; Photovoltaic systems; Power electronics; Radiation effects; Semiconductor diodes; Boost converter; FOPID controller; PID controller; PSO algorithm; PV panel;
Conference_Titel :
Power Electronics and Motion Control Conference and Exposition (PEMC), 2014 16th International
Conference_Location :
Antalya
DOI :
10.1109/EPEPEMC.2014.6980539