ANN Controller Based Single phase Inverter in Smart City
DOI:
https://doi.org/10.62760/iteecs.2.2.2023.51Keywords:
Single phase inverter, Artificial neural network controller, Smart grid, Renewable energyAbstract
Solar-grid integration is a method for incorporating large amounts of photovoltaic (PV) supply to the grid. Advanced inverter technology, smart grids technology, islanding detection technology, solar-grid forecasting technology, grid-plant protection technology and are all part of solar-grid synchronization technology. Many methods are used to control inverters, including sinusoidal pulse width modulation, selective harmonic suppression pulse width modulation, space vector width modulation. Among control methods, pulse width modulation is the most popular. PWM inverters are used for two different switching techniques: bipolar and unipolar. The primary goal of this paper is to create an inverter that will convert a solar DC power source to an AC power source that can be used to power a load or connected directly to the utility grid. In this work, the control of inverter output voltage is done without the need for any user intervention, but only with the intervention of an AI technique, and it is compared to existing methods.
References
P. Aurobinda, M. K. Pathak, and S. P. Srivastava “A single phase photovoltaic inverter control for grid connected system”, Sadhana, Vol. 41, No. 1, pp. 15-30, 2016.
A. Nasim, and Z. R. Khan “A Single-Phase Grid-Connected Inverter using Phase Control Method”, In 2021 IEEE International Conference in Power Engineering Application, pp. 183-187, 2021.
P. R. Kumar, S. Saxena, B. Singh, T. Sharma and J. Srikakolapu “Introduction to various controlling techniques for inverters as a part of undergraduate course in power electronics”, In 2014 IEEE International Conference on MOOC, Innovation and Technology in Education, pp. 89-95, 2014.
G. Pragya and Amit Ojha “Recent advances in synchronization techniques for grid-tied PV system: A review”, Energy Reports, Vol. 7, pp. 6581-6599, 2021.
Y. Swathi, R. Kiranmay, and K. V. G. Reddy “ANN Based Model Predictive Control of Single Phase Grid Connected Photovoltaic System Using Mppt Technique”, International Journal of Engineering Sciences & Research Technology, Vol. 6, No. 4, pp. 407-419, 2017.
D. P. Argo and E. Taryana “A new voltage control method for single-phase PWM inverters”, Journal of Engineering and Technological Sciences, Vol. 43, No. 2, pp. 139-152, 2011.
H. N. F. Abdul, M. A. A. Jalil and N. S. S. Mohamed “Design and simulation of single phase inverter using SPWM unipolar technique”, In Journal of Physics: Conference Series, Vol. 1432, No. 1, art.no. 012021, 2020.
R. Balasubramaniyam, K. P. Kathirvelu, K. Sathishkumar, R. Amirtharaj and S. Palani “Fuzzy Based Single Phase Double-Tuned Current Source Inverter with Reduced Harmonics for Microgrid”, Journal of Applied Sciences, Vol 14, No. 18, pp. 2098-2108, 2014.
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