Grid Connected PV System With A Artificial Neural Network Control
Abstract & Details
Research Area
Electrical and Electronics Engineering
Keywords
Solar photovoltaic system
Neural network
and MPPT algorithms.
Abstract
A form of solar power generation system that is connected to the electrical grid is a grid-connected PV system. It comprises of a control system, an inverter, and solar panels. The solar panels transform solar energy from the sun into DC electrical energy, which the inverter subsequently transforms into AC electrical energy. The control system is in charge of controlling the PV system's power output and making sure that it is in sync with the electrical grid. A type of control system called a modified neural network control system makes use of artificial neural networks (ANNs) to manage a PV system's output. Machine learning algorithms known as ANNs are based on the structure and operation of the human brain. They are teachable and flexible.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | U.AKHILA | Vasireddy Venkatadri Institute Of Technology |
| 2 | B. SEHKAR | Vasireddy Venkatadri Institute Of Technology |
| 3 | G. ABRAHAM | Vasireddy Venkatadri Institute Of Technology |
| 4 | D. PRAVEEN | Vasireddy Venkatadri Institute Of Technology |
| 5 | A. ASHFAQ | Vasireddy Venkatadri Institute Of Technology |
How to Cite
Use the following formats to cite this article in your research.
APA Style
U.AKHILA, SEHKAR, B., ABRAHAM, G., PRAVEEN, D., & ASHFAQ, A. (2023). Grid Connected PV System With A Artificial Neural Network Control. International Journal of Advance Research and Innovative Ideas In Education, 9(2), 1412-1419.
MLA Style
U.AKHILA, et al. "Grid Connected PV System With A Artificial Neural Network Control." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 2, 2023, pp. 1412-1419.
IEEE Style
U.AKHILA, B. SEHKAR, G. ABRAHAM, D. PRAVEEN, and A. ASHFAQ, "Grid Connected PV System With A Artificial Neural Network Control," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 2, pp. 1412-1419, 2023.
Vancouver Style
U.AKHILA, SEHKAR B., ABRAHAM G., PRAVEEN D., ASHFAQ A.. Grid Connected PV System With A Artificial Neural Network Control. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(2):1412-1419.
Harvard Style
U.AKHILA, SEHKAR, B., ABRAHAM, G., PRAVEEN, D., & ASHFAQ, A. (2023) 'Grid Connected PV System With A Artificial Neural Network Control', International Journal of Advance Research and Innovative Ideas In Education, 9(2), pp. 1412-1419.
Chicago Style
U.AKHILA, et al. "Grid Connected PV System With A Artificial Neural Network Control." International Journal of Advance Research and Innovative Ideas In Education 9, no. 2 (2023): 1412-1419.
Turabian Style
U.AKHILA, et al. "Grid Connected PV System With A Artificial Neural Network Control." International Journal of Advance Research and Innovative Ideas In Education 9, no. 2 (2023): 1412-1419.
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