A Comparative Assessment of Predicting Daily Solar Radiation Using Bat Neural Network (BNN), Generalized Regression Neural Network (GRNN), and Neuro-Fuzzy (NF) System: A Case Study

Mohammad Lotfinejad; Reza Hafezi; Majid Khanali; Seyed Hosseini; Mehdi Mehrpooya; Shahaboddin Shamshirband

doi:10.3390/en11051188

A Comparative Assessment of Predicting Daily Solar Radiation Using Bat Neural Network (BNN), Generalized Regression Neural Network (GRNN), and Neuro-Fuzzy (NF) System: A Case Study

Energies ◽

10.3390/en11051188 ◽

2018 ◽

Vol 11 (5) ◽

pp. 1188 ◽

Cited By ~ 20

Author(s):

Mohammad Lotfinejad ◽

Reza Hafezi ◽

Majid Khanali ◽

Seyed Hosseini ◽

Mehdi Mehrpooya ◽

...

Keyword(s):

Neural Network ◽

Solar Radiation ◽

Comparative Assessment ◽

Generalized Regression Neural Network ◽

System A ◽

Neuro Fuzzy ◽

Generalized Regression

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Generalized regression neural network (GRNN)-based approach for colored dissolved organic matter (CDOM) retrieval: case study of Connecticut River at Middle Haddam Station, USA

Environmental Monitoring and Assessment ◽

10.1007/s10661-014-3971-7 ◽

2014 ◽

Vol 186 (11) ◽

pp. 7837-7848 ◽

Cited By ~ 12

Author(s):

Salim Heddam

Keyword(s):

Neural Network ◽

Organic Matter ◽

Dissolved Organic Matter ◽

Generalized Regression Neural Network ◽

Colored Dissolved Organic Matter ◽

Connecticut River ◽

Generalized Regression

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Rainfall Prediction Using Generalized Regression Neural Network: Case Study Zhengzhou

2010 International Conference on Computational and Information Sciences ◽

10.1109/iccis.2010.312 ◽

2010 ◽

Cited By ~ 6

Author(s):

Zhi-liang Wang ◽

Hui-hua Sheng

Keyword(s):

Neural Network ◽

Generalized Regression Neural Network ◽

Rainfall Prediction ◽

Generalized Regression

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Generalized Regression Neural Network Based Approach as a New Tool for Predicting Total Dissolved Gas (TDG) Downstream of Spillways of Dams: a Case Study of Columbia River Basin Dams, USA

Environmental Processes ◽

10.1007/s40710-016-0196-5 ◽

2016 ◽

Vol 4 (1) ◽

pp. 235-253 ◽

Cited By ~ 6

Author(s):

Salim Heddam

Keyword(s):

Neural Network ◽

River Basin ◽

Columbia River ◽

Columbia River Basin ◽

Generalized Regression Neural Network ◽

Dissolved Gas ◽

Total Dissolved Gas ◽

Generalized Regression

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A comparative assessment of predicting CH4 adsorption on different activated carbons using generalized regression neural network (GRNN), and adaptive network-based fuzzy inference system (ANFIS)

Energy Sources Part A Recovery Utilization and Environmental Effects ◽

10.1080/15567036.2018.1548527 ◽

2018 ◽

Vol 41 (16) ◽

pp. 1983-1992 ◽

Cited By ~ 4

Author(s):

Hao Yan ◽

Yulan Mou ◽

Xuefeng Xu ◽

Jinfeng Du ◽

Rui Wang ◽

...

Keyword(s):

Neural Network ◽

Fuzzy Inference System ◽

Fuzzy Inference ◽

Activated Carbons ◽

Comparative Assessment ◽

Generalized Regression Neural Network ◽

Adaptive Network ◽

Inference System ◽

Ch4 Adsorption ◽

Generalized Regression

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Modelling the impact of climate change on rangeland forage production using a generalized regression neural network: a case study in Isfahan Province, Central Iran

Journal of Arid Land ◽

10.1007/s40333-017-0058-7 ◽

2017 ◽

Vol 9 (4) ◽

pp. 489-503 ◽

Cited By ~ 3

Author(s):

Zahra Jaberalansar ◽

Mostafa Tarkesh ◽

Mehdi Bassiri ◽

Saeid Pourmanafi

Keyword(s):

Neural Network ◽

Climate Change ◽

Central Iran ◽

Generalized Regression Neural Network ◽

Forage Production ◽

Impact Of Climate Change ◽

Isfahan Province ◽

Generalized Regression ◽

The Impact

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Local geoid determination using a generalized regression neural network and interpolation methods: A case study in Kars, Turkey

Erzincan Üniversitesi Fen Bilimleri Enstitüsü Dergisi ◽

10.18185/erzifbed.835878 ◽

2020 ◽

Vol 13 (3) ◽

Author(s):

Alper AKAR ◽

Berkant KONAKOGLU

Keyword(s):

Neural Network ◽

Geoid Determination ◽

Generalized Regression Neural Network ◽

Interpolation Methods ◽

Generalized Regression ◽

Local Geoid

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Load Indices Based Voltage Profile Assessment of Real Time Distribution System Using Generalized Regression Neural Network

International Review on Modelling and Simulations (IREMOS) ◽

10.15866/iremos.v12i4.16889 ◽

2019 ◽

Vol 12 (4) ◽

pp. 222

Author(s):

A. Shiny Pradeepa ◽

Chidambaram Vaithilingam

Keyword(s):

Neural Network ◽

Real Time ◽

Distribution System ◽

Time Distribution ◽

Generalized Regression Neural Network ◽

Voltage Profile ◽

Generalized Regression ◽

Load Indices

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Color space conversion algorithm of generalized regression neural network based on digital proof

Journal of Computer Applications ◽

10.3724/sp.j.1087.2010.02108 ◽

2010 ◽

Vol 30 (8) ◽

pp. 2108-2110

Author(s):

Cong-jun CAO ◽

Jing SUN

Keyword(s):

Neural Network ◽

Color Space ◽

Generalized Regression Neural Network ◽

Color Space Conversion ◽

Conversion Algorithm ◽

Generalized Regression

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Implementation of Generalized Regression Neural Network (GRNN) for Solar Panel Power Estimation

2020 International Conference on Information and Communication Technology Convergence (ICTC) ◽

10.1109/ictc49870.2020.9289242 ◽

2020 ◽

Author(s):

Ronnie O. Serfa Juan ◽

Jeha Kim

Keyword(s):

Neural Network ◽

Power Estimation ◽

Solar Panel ◽

Generalized Regression Neural Network ◽

Generalized Regression

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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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