Cuckoo Search Algorithm Study for Voltage Source Inverter Harmonic Reduction
Keywords:
Voltage Source Inverter, PI controller, cuckoo search optimization algorithm, Total harmonic distortion, PI controllerPIC microcontrollerAbstract
This research examines the issues with harmonics in a voltage source inverter (VSI) and proposes the cuckoo search optimization (CSO) algorithm for reducing THD value. This algorithm has been employed to estimate the optimum values of the PI constants. Utilizing the traditional PI controller attached VSI, the tuned values of PI constants determined by the CSO algorithm are employed to reduce harmonics. The Simulink tool of the MATLAB program and the hardware configuration employing the PIC microcontroller were used to carry out the experimental verifications. The estimated THD values for both the software and the hardware results demonstrate that the THD values are significantly lower than the requirements set out by the IEEE standard.
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References
Kamakshy Selvajyothi and Panappakkam Arumugam Janakiraman,” Reduction of voltage Harmonics in single phase Inverters, IEEE Trans.on PowerDel.Vol.25, No.2, pp.1045-1057, Apr. 2010.
Fei-Hu Hsich, Po- LUN Chang, Ying- Shiuchen, Hen Kung Wang,Yonq Jonq - Chin Hwang, “Fast-Scale Instability Phenomena and Chaotic Control of Voltage Control Single- Phase Full–bridge Inverter Via Varying Load resistance”,ICIEA, pp.3422- 3427,2009.
Spencer Prathap Singh and Kesavan Nair,”Intelligent Controller for Reduction of Total Harmonics in single phase Inverters”,”American Journal of Applied Sciences”,vol.10,No.11,pp.1378-1385,Sep.2013.
Singh, N.M.S.P; and Ajitha, T.2023,’PSO Based Harmonic Mitigation in Single Phase Sine Wave Voltage Source Inverter’, International Journal of Research GRANTHAALAYAH, vol.11, no.8, pp.28-38
Spencer Prather Singh NM and T.Ajitha 2023,”Bacteria Foraging Optimization Algorithm (BFOA) For THD Suppression in DC-AC Converter”. International Journal of Innovation Scientific Research and Review, vol.05, no.09, pp.5143-5147
SSaravanasankar and D Sivabalan, “Elimination Of Harmonics In Cascaded Multilevel Inverter Using Soft Computing Technique, “International Journal of Engineering Research and Science & Technology”, vol. 1, No. 2, April 2015.
Imran Azim and Habibur Rahman “Harmonics Reduction of a Single Phase Half Bridge Inverter”, International Journal Of Electrical&Electronic Engg. Research,Vol 13, 2013.
Leszek S. Czamecki “Evaluation and Reduction of Harmonic Distortion Caused by Solid State Voltage Controllers of Induction Motors”, IEEE Transactions on Energy Conversion, Vol. 9, No. 3, September 1994.
Amr M. A. Amin“Line Current Harmonic Reduction in Adjustable-Speed Induction Motor Drives by Harmonic Current Injection”, IEEE Trans. on Power Apparatus& Systems, vol. 95, April 2003.
A.Ametani“Generalised method of harmonic reduction in a.c.-d.c converters by harmonic current injection”, IEEE Trans. Intelligent Contro, Vol. 21, March 2006.
R. Ortegaa, b and E. Figueresb., “Control techniques for reduction of the total harmonic distortion in voltage applied to a single-phase inverter with nonlinear loads”, Renewable and Sustainable Energy Reviews, 2012.
Mareli, M., and B. Twala. "An adaptive Cuckoo search algorithm for optimisation." Applied computing and informatics 14.2 (2018): 107-115.
Yang, Xin-She, and Suash Deb. "Cuckoo search: recent advances and applications." Neural Computing and applications 24 (2014): 169-174.
Yang, Xin-She, and Suash Deb. "Engineering optimisation by cuckoo search." International Journal of Mathematical Modelling and Numerical Optimisation 1.4 (2010): 330- 343.
Gandomi, Amir Hossein, Xin-She Yang, and Amir Hossein Alavi. "Cuckoo search algorithm: a metaheuristic approach to solve structural optimization problems." Engineering with computers 29 (2013): 17-35.
Shehab, Mohammad, Ahamad Tajudin Khader, and Mohammed Azmi Al-Betar. "A survey on applications and variants of the cuckoo search algorithm." Applied soft computing 61 (2017): 1041-1059.
Valian, Ehsan, Shahram Mohanna, and Saeed Tavakoli. "Improved cuckoo search algorithm for global optimization." International Journal of Communications and Information Technology 1.1 (2011): 31-44.
Yang, Xin-She, and Suash Deb. "Cuckoo search via Lévy flights." 2009 World congress on nature & biologically inspired computing (NaBIC). Ieee, 2009.
Wang, Gai-Ge, et al. "Hybridizing harmony search algorithm with cuckoo search for global numerical optimization." Soft Computing 20 (2016): 273-285.
Ouaarab, Aziz, Belaïd Ahiod, and Xin-She Yang. "Discrete cuckoo search algorithm for the travelling salesman problem." Neural Computing and Applications 24 (2014): 1659-1669.
Milan Verle,’PIC Microcontroller”, mikro Elecktronika, pp 3, 4 Chapter 1, 1st edition, 2008.
Microchip Technology Incorporated, “High Performance Digital Signal Controllers, DsPIC30F4011/4012 Data sheet, pp 1-4, 2005.
Electrical Installation Engineer, Vol.7, No.77, July 2012
