A Study on Artificial Neural Network-based Solar Radiation Forecasting for Efficient Solar Photovoltaic System

Minseok Kim; Seunghwan Jung; Jonggeun Kim; Hansoo Lee; Baekcheon Kim; Sungshin Kim

doi:10.5391/jkiis.2019.29.6.501

A Study on Artificial Neural Network-based Solar Radiation Forecasting for Efficient Solar Photovoltaic System

Journal of Korean institute of intelligent systems ◽

10.5391/jkiis.2019.29.6.501 ◽

2019 ◽

Vol 29 (6) ◽

pp. 501-506

Author(s):

Minseok Kim ◽

Seunghwan Jung ◽

Jonggeun Kim ◽

Hansoo Lee ◽

Baekcheon Kim ◽

...

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Solar Radiation ◽

Photovoltaic System ◽

Solar Photovoltaic ◽

Artificial Neural ◽

Solar Photovoltaic System

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Artificial Neural Network-Based Power Optimizer for Solar Photovoltaic System

10.1201/9781003104445-9 ◽

2021 ◽

pp. 137-154

Author(s):

Revathy Subbiah Rajaram ◽

Kirubakaran Victor

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Photovoltaic System ◽

Solar Photovoltaic ◽

Artificial Neural ◽

Solar Photovoltaic System

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Residential Solar Photovoltaic System With Artificial Neural Network Based Controller

2018 International Conference on Control, Power, Communication and Computing Technologies (ICCPCCT) ◽

10.1109/iccpcct.2018.8574296 ◽

2018 ◽

Author(s):

Jyothy Lakshmi P.N. ◽

M.R. Sindhu

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Photovoltaic System ◽

Solar Photovoltaic ◽

Artificial Neural ◽

Solar Photovoltaic System

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Artificial neural network models for predicting the solar radiation as input of a concentrating photovoltaic system

Energy Conversion and Management ◽

10.1016/j.enconman.2015.10.033 ◽

2015 ◽

Vol 106 ◽

pp. 999-1012 ◽

Cited By ~ 35

Author(s):

C. Renno ◽

F. Petito ◽

A. Gatto

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Solar Radiation ◽

Network Models ◽

Photovoltaic System ◽

Neural Network Models ◽

Artificial Neural ◽

Artificial Neural Network Models

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Implementation of solar energy in smart cities using an integration of artificial neural network, photovoltaic system and classical Delphi methods

Sustainable Cities and Society ◽

10.1016/j.scs.2021.103149 ◽

2021 ◽

pp. 103149

Author(s):

Nasim Ghadami ◽

Mohammad Gheibi ◽

Zahra Kian ◽

Mahdieh Ghiyasi Faramarz ◽

Reza Naghedi ◽

...

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Solar Energy ◽

Smart Cities ◽

Photovoltaic System ◽

Artificial Neural

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Prediction and estimation of solar radiation using artificial neural network (ANN) and fuzzy system: a comprehensive review

International Journal of Energy and Water Resources ◽

10.1007/s42108-021-00113-9 ◽

2021 ◽

Author(s):

D. Shah ◽

K. Patel ◽

M. Shah

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Solar Radiation ◽

Fuzzy System ◽

Comprehensive Review ◽

System A ◽

Artificial Neural ◽

Artificial Neural Network Ann

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Artificial Neural Network Based Maximum Power Point Tracking of a Photovoltaic System

2019 3rd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE) ◽

10.1109/icecte48615.2019.9303531 ◽

2019 ◽

Author(s):

Md. Motakabbir Rahman ◽

M. S. Islam

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Maximum Power Point Tracking ◽

Maximum Power ◽

Photovoltaic System ◽

Maximum Power Point ◽

Point Tracking ◽

Power Point Tracking ◽

Artificial Neural ◽

Power Point

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Selection of most relevant input parameters using WEKA for artificial neural network based solar radiation prediction models

Renewable and Sustainable Energy Reviews ◽

10.1016/j.rser.2013.12.008 ◽

2014 ◽

Vol 31 ◽

pp. 509-519 ◽

Cited By ~ 127

Author(s):

Amit Kumar Yadav ◽

Hasmat Malik ◽

S.S. Chandel

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Solar Radiation ◽

Prediction Models ◽

Input Parameters ◽

Artificial Neural ◽

Selection Of

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Use of Empirical Regression and Artificial Neural Network Models for Estimation of Global Solar Radiation in Dubai, UAE

Causes, Impacts and Solutions to Global Warming ◽

10.1007/978-1-4614-7588-0_4 ◽

2013 ◽

pp. 61-86

Author(s):

Hassan A. N. Hejase ◽

Ali H. Assi ◽

Maitha H. Al Shamisi

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Solar Radiation ◽

Network Models ◽

Global Solar Radiation ◽

Neural Network Models ◽

Artificial Neural ◽

Artificial Neural Network Models

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Artificial neural network (ANN) and adaptive neuro-fuzzy inference system (ANFIS): application for a photovoltaic system under unstable environmental conditions

International Journal of Energy and Environmental Engineering ◽

10.1007/s40095-022-00472-x ◽

2022 ◽

Author(s):

Pascal Kuate Nkounhawa ◽

Dieunedort Ndapeu ◽

Bienvenu Kenmeugne

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Environmental Conditions ◽

Fuzzy Inference System ◽

Fuzzy Inference ◽

Photovoltaic System ◽

Inference System ◽

Neuro Fuzzy ◽

Artificial Neural ◽

Artificial Neural Network Ann

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Global Solar Radiation Estimation Modeling Using Artificial Neural Network: A Case Study on Metro Cities of India

Lecture Notes in Electrical Engineering - Intelligent Computing in Control and Communication ◽

10.1007/978-981-15-8439-8_39 ◽

2021 ◽

pp. 479-489

Author(s):

Amar Choudhary ◽

Deependra Pandey ◽

Saurabh Bhardwaj

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Solar Radiation ◽

Global Solar Radiation ◽

Artificial Neural

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