J
Juan Jose Garcia Pabon
Researcher at Universidade Federal de Itajubá
Publications - 31
Citations - 806
Juan Jose Garcia Pabon is an academic researcher from Universidade Federal de Itajubá. The author has contributed to research in topics: Heat pump & Adaptive neuro fuzzy inference system. The author has an hindex of 9, co-authored 29 publications receiving 469 citations. Previous affiliations of Juan Jose Garcia Pabon include Universidade Federal de Minas Gerais.
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Prediction of wind speed and wind direction using artificial neural network, support vector regression and adaptive neuro-fuzzy inference system
TL;DR: Comparison of the statistical indices for the predicted and actual data indicate that the SVR-RBF model outperforms the MLFFNN and ANFIS-PSO models to predict the output power of the wind turbine.
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Prediction of hourly solar radiation in Abu Musa Island using machine learning algorithms
TL;DR: The results demonstrated that for the N1, SVR and MLFFNN models have the maximum performance to predict the solar irradiance with R = 0.9999 and 0.9795, respectively.
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Energy, exergy and economic analysis of a hybrid renewable energy with hydrogen storage system
TL;DR: In this paper, the authors defined and assessed an off-grid hybrid renewable energy with hydrogen storage system, where the system combines solar and wind energy, hydrogen production unit and fuel cell.
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Refrigerants selection for a direct expansion solar assisted heat pump for domestic hot water
Willian Moreira Duarte,Tiago de Freitas Paulino,Juan Jose Garcia Pabon,Samer Sawalha,Luiz Machado +4 more
TL;DR: In this article, a comparative study among refrigerants for a small direct expansion solar assisted heat pump (DX-SAHP) is presented in detail and validated from an experimental setup, and a parametric analysis is conducted to evaluate the influence of the CO2 emission factor for producing electricity.
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Applications of refrigerant R1234yf in heating, air conditioning and refrigeration systems: A decade of researches
TL;DR: HFC refrigerants as R134a, R404A, R407C and R410A are commonly used in heating, air conditioning and refrigeration (HACR) systems since Kyoto protocol However, they are phased-out due to their high global warming potential as discussed by the authors.