论文信息 - Genetic Algorithm-Optimized PID Controller for Better Performance of PV System

Genetic Algorithm-Optimized PID Controller for Better Performance of PV System

In recent years, a radical increase of photovoltaic (PV) power generators installation took place because of increased efficiency of solar cells, as well as the growth of manufacturing technology of solar panels. This paper shows the operation and modeling of photovoltaic systems, particularly designing PID controller to control the system. Parameters of the designed controller are tuned using genetic algorithm (GA) which leads to getting the best performance of the designed PV system. Using GA the maximum overshoot and rise time obtained become 0.1% and 0.175 seconds, respectively.

[1] Ranganath Muthu,et al. Mathematical modeling of photovoltaic module with Simulink , 2011, 2011 1st International Conference on Electrical Energy Systems.

[2] Randy L. Haupt,et al. Practical Genetic Algorithms , 1998 .

[3] Chen Qi,et al. Photovoltaic Module Simulink Model for a Stand-alone PV System , 2012 .

[4] Hung-Cheng Chen,et al. Tuning of fractional PID controllers using adaptive genetic algorithm for active magnetic bearing system , 2009 .

[5] Nasser Sadati,et al. Design of a fractional order PID controller for an AVR using particle swarm optimization , 2009 .

[6] Chang Wook Ahn,et al. On the practical genetic algorithms , 2005, GECCO '05.

[7] C. Knospe,et al. PID control , 2006, IEEE Control Systems.

[8] M. Abdur Razzak,et al. Modeling of MATLAB-Simulink based photovoltaic module using flyback converter , 2014, 2014 9th International Forum on Strategic Technology (IFOST).

[9] Ajith Abraham,et al. Design of fractional-order PIlambdaDµ controllers with an improved differential evolution , 2009, Eng. Appl. Artif. Intell..

[10] DasSwagatam,et al. Design of fractional-order PIλDµ controllers with an improved differential evolution , 2009 .

[11] Mustafa Sinasi Ayas,et al. A PSO optimized fractional-order PID controller for a PV system with DC-DC boost converter , 2014, 2014 16th International Power Electronics and Motion Control Conference and Exposition.