Power Conditioning NN Training Analysis of SVPWM Inverter PV System
DOI:
https://doi.org/10.24113/ijoscience.v6i12.346Keywords:
PV system, MPPT, MPP, DC, AC.Abstract
Solar energy is the most abundant and cleanest renewable energy source available in the world. The main objective of the designing of combined control for DC-DC and DC-AC converter algorithm to make the solar system suitable in operation and efficient performance. At last, the system has to be integrated with the utility grid system in order to make it available for driving different types of loads. In this work performance of the neural controller is studied for typical vector control conditions and compared with conventional control methods of the inverter. The work describes how programming methods are employed to train the neural network through a back propagation through time algorithm and then it will be followed by space vector control. The PV system was finally integrated with the power grid. The analysis was carried out for different loads so as to study the effect of power quality on the system.
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References
Yeqin Wang, Beibei Ren “Bounded-voltage Power Flow Control for Grid-tied PV Systems” Volume 50, Issue 1, Pages 7699-7704, July 2017
Beibei Ren, Yeqin Wang “Fault Ride-Through Enhancement for Grid-Tied PV Systems With Robust Control”
Qing-Chang Zhong “Virtual Synchronous Machines: A unified interface for grid integration” December 2016
Beibei Ren, Yeqin Wang “Robust Power Flow Control of Grid-Connected Inverters” DOI: 10.1109/TIE.2016.2586439 November 2016
Jen-Hao Teng, Wei-Hao Huang “Novel and Fast Maximum Power Point Tracking for Photovoltaic Generation” DOI: 10.1109/TIE.2016.2551678 August 2016
George C. Konstantopoulos, Qing-Chang Zhong “Bounded Integral Control of Input-to-State Practically Stable Nonlinear Systems to Guarantee Closed-Loop Stability” DOI: 10.1109/TAC.2016.2552978 April 2016
M.C.D. Piazza, M.Pucci, A. Ragusa, G Vitale, “A grid-connected system based on a real time PV emulator: design and experimental set-up,” IECON 2010 36th Annual conference on IEEE Industrial Electronics Society, 2010, pp. 3237-3243.
R.G.Wandhare, V.Agarwal, “Advanced control scheme and operating modes for large capacity centralized PV-grid systems to overcome penetration issues,” 37th IEEE Photovoltaic Specialist Conference (PVSC), 2011, pp. 2466-2471.
High gain DC/DC converter for the grid integration of large-scale PV systems, IEEE International Symposium on Industrial Electronics, (ISIE), 2012, pp. 1011-1016.
H.Choi, M.Ciobotaru, V.G.Agelidis, H.Wang,Y.Peng, Z.Yang, “Analyzing the key technologies of large-scale application of PV grid-connected systems,” IEEE International Conference on Power System Technology, 2010, pp.1-4.
R.A.Walling, K.Clark, “Grid support functions implemented in utility-scale PV systems,” IEEE PES Transmission and Distribution Conference and Exposition, 2010, pp. 1-5.
B. Alajmi, K. Ahmed, G. Adam, and B. Williams, “Single-Phase Single-Stage Transformer less Grid-Connected PV System,” IEEE Transactions on Power Electronics , vol. 28, no. 6, pp. 2664-2676, 2013.
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Copyright (c) 2020 Vandana Tiwari, Dr. Rajeev Arya, Shravan Vishwakarma
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