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Title: :  Photovoltaic Power Prediction With Short Term Boost Converter Using Backpropagation Artificial Neural Networks
PaperId: :  18799
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 6 2022
DUI:    16.0415/IJARIIE-18799
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Bagus Tri Kuncoro, S.TDiponegoro University
Dr. Iwan Setiawan, ST., MT.Diponegoro University
Mochammad Facta, S.T., M.T., Ph.DDiponegoro University

Abstract

Electrical Engineering
Photovoltaic output power, Backpropagation artificial neural network and boost converter
Prediction (forecasting) of optimal photovoltaic power output is needed in power system planning and operation. Photovoltaic (PV) technology is used to generate electrical energy from direct sunlight. The irradiance of sunlight can affect how much electrical energy a solar module produces. This study discusses a simulation of the predicted output power of photovoltaic and boost converter systems with MPPT, in the next 1 hour with the approach of the backpropagation artificial neural network (ANN) method. In this study the learning rate used is 0.01 and the minimum target error is 0.001 with 5 predetermined network architectures. The results of this study are expected to be able to predict the photovoltaic output power with optimal accuracy.

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IJARIIE Bagus Tri Kuncoro, S.T, Dr. Iwan Setiawan, ST., MT., and Mochammad Facta, S.T., M.T., Ph.D. "Photovoltaic Power Prediction With Short Term Boost Converter Using Backpropagation Artificial Neural Networks" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 6 2022 Page 1327-1341
MLA Bagus Tri Kuncoro, S.T, Dr. Iwan Setiawan, ST., MT., and Mochammad Facta, S.T., M.T., Ph.D. "Photovoltaic Power Prediction With Short Term Boost Converter Using Backpropagation Artificial Neural Networks." International Journal Of Advance Research And Innovative Ideas In Education 8.6(2022) : 1327-1341.
APA Bagus Tri Kuncoro, S.T, Dr. Iwan Setiawan, ST., MT., & Mochammad Facta, S.T., M.T., Ph.D. (2022). Photovoltaic Power Prediction With Short Term Boost Converter Using Backpropagation Artificial Neural Networks. International Journal Of Advance Research And Innovative Ideas In Education, 8(6), 1327-1341.
Chicago Bagus Tri Kuncoro, S.T, Dr. Iwan Setiawan, ST., MT., and Mochammad Facta, S.T., M.T., Ph.D. "Photovoltaic Power Prediction With Short Term Boost Converter Using Backpropagation Artificial Neural Networks." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 6 (2022) : 1327-1341.
Oxford Bagus Tri Kuncoro, S.T, Dr. Iwan Setiawan, ST., MT., and Mochammad Facta, S.T., M.T., Ph.D. 'Photovoltaic Power Prediction With Short Term Boost Converter Using Backpropagation Artificial Neural Networks', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 6, 2022, p. 1327-1341. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Photovoltaic_Power_Prediction_With_Short_Term_Boost_Converter_Using_Backpropagation_Artificial_Neural_Networks_ijariie18799.pdf (Accessed : 31 December 2024).
Harvard Bagus Tri Kuncoro, S.T, Dr. Iwan Setiawan, ST., MT., and Mochammad Facta, S.T., M.T., Ph.D. (2022) 'Photovoltaic Power Prediction With Short Term Boost Converter Using Backpropagation Artificial Neural Networks', International Journal Of Advance Research And Innovative Ideas In Education, 8(6), pp. 1327-1341IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Photovoltaic_Power_Prediction_With_Short_Term_Boost_Converter_Using_Backpropagation_Artificial_Neural_Networks_ijariie18799.pdf (Accessed : 31 December 2024)
IEEE Bagus Tri Kuncoro, S.T, Dr. Iwan Setiawan, ST., MT., and Mochammad Facta, S.T., M.T., Ph.D, "Photovoltaic Power Prediction With Short Term Boost Converter Using Backpropagation Artificial Neural Networks," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 6, pp. 1327-1341, Nov-Dec 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/Photovoltaic_Power_Prediction_With_Short_Term_Boost_Converter_Using_Backpropagation_Artificial_Neural_Networks_ijariie18799.pdf [Accessed : 31 December 2024].
Turabian Bagus Tri Kuncoro, S.T, Dr. Iwan Setiawan, ST., MT., and Mochammad Facta, S.T., M.T., Ph.D. "Photovoltaic Power Prediction With Short Term Boost Converter Using Backpropagation Artificial Neural Networks." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 6 (31 December 2024).
Vancouver Bagus Tri Kuncoro, S.T, Dr. Iwan Setiawan, ST., MT., and Mochammad Facta, S.T., M.T., Ph.D. Photovoltaic Power Prediction With Short Term Boost Converter Using Backpropagation Artificial Neural Networks. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : 31 December 2024]; 8(6) : 1327-1341. Available from: https://ijariie.com/AdminUploadPdf/Photovoltaic_Power_Prediction_With_Short_Term_Boost_Converter_Using_Backpropagation_Artificial_Neural_Networks_ijariie18799.pdf
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