Energy Engineering and Power Technology, Renewable Energy, Sustainability and the Environment, Electrical and Electronic Engineering, Waste Management and Disposal
357
Scholar Citations
8
Scholar h-index
8
Scholar i10-index
RECENT SCHOLAR PUBLICATIONS
Wiener-NBEATS Hybrid Denoising and Deep Learning Framework for Multi-Horizon Hydroelectric Time Series Forecasting RN Muniz, WG Buratto, GV Gonzalez, A Nied, EC Finardi, S Fagundes 2026
Optimized hybrid neural hierarchical interpolation time series with STL for flow forecasting in hydroelectric power plants RN Muniz, WG Buratto, GV Gonzalez, LO Seman, VJ Costa, A Nied Scientific Reports , 2026 2026 Citations: 2
Hybrid CF-CNN-BiLSTM hypertuned by Bayesian optimization for thermal power generation and decarbonization forecasting WG Buratto, RN Muniz, A Nied, CF de Oliveira Barros, EC Finardi, ... International Journal of Electrical Power & Energy Systems 172, 111199 , 2025 2025 Citations: 7
Hybrid Neural Hierarchical Interpolation Time Series with STL Optimized by Multi-Agent HPO for Flow Forecasting in Hydroelectric Power Plants RN Muniz, WG Buratto, GV Gonzalez, LO Seman, VJ Costa, A Nied 2025
Hybrid group method of data handling for time-series forecasting of thermal generation dispatch in electrical power systems WG Buratto, RN Muniz, R Cardoso, A Nied, CT da Costa Jr, GV Gonzalez Electrical Engineering 107 (10), 13929-13945 , 2025 2025 Citations: 3
Time series forecasting based on multi-criteria optimization for model and filter selection applied to hydroelectric power plants RN Muniz, SF Stefenon, WG Buratto, A Nied, R Cardoso, CK Yamaguchi, ... Energy, 138688 , 2025 2025 Citations: 13
State-of-the-Art Decarbonization in Sludge Thermal Treatments for Electrical Power Generation Considering Sensors and the Application of Artificial Intelligence RN Muniz, WG Buratto, R Cardoso, CFO Barros, A Nied, GV Gonzalez Water 17 (13), 1946 , 2025 2025 Citations: 5
Long‐term and seasonal drivers of organic matter in the clearwater Tapajós River and implications for the Amazon River basin MR Kurek, R Muniz, JMS Moura, B Peucker‐Ehrenbrink, RM Holmes, ... Global Biogeochemical Cycles 39 (6), e2025GB008545 , 2025 2025
Decarbonization in Sludge Thermal Treatments for Electrical Power Generation Considering Artificial Intelligence RN Muniz, WG Buratto, R Cardoso, CF de Oliveira Barros, A Nied, ... Preprints , 2025 2025
Hybrid GMDH for time series forecasting of thermal generation dispatch in electrical power systems WG Buratto, RN Muniz, R Cardoso, A Nied, CT da Costa Jr, ... Available at SSRN 5159231 , 2025 2025
Time Series Forecasting of Natural Inflow in Hydroelectric Power Plants Using Hyper‐Tuned Temporal Fusion Transformer With Hodrick–Prescott Filter RN Muniz, WG Buratto, A Nied, R Cardoso, EC Finardi, GV Gonzalez IET Generation, Transmission & Distribution 19 (1), e70087 , 2025 2025 Citations: 11
Natural Inflow Forecasting in Hydroelectric Power Plants using Hypertuned TFT with Hodrick-Prescott Filter RN Muniz, WG Buratto, A Nied, R Cardoso, EC Finardi, ... Available at SSRN 5159166 , 2025 2025 Citations: 1
Seasonal variation of CO 2 fluxes at the water-air interface of the Amazon River. JMS Moura, R Muniz, RB Ferreira, R da Silva, AS Magalhães, R Spencer, ... AGU24 , 2024 2024
New constraints on carbon cycling and biogeochemistry of the Amazon-Guianas Mudbanks BE Rosenheim, V Galy, B Boehman, C Crawford, R Muniz, RC Aller, ... AGU Fall Meeting Abstracts 2024, B43L-08 , 2024 2024
Wavelet CNN‐LSTM time series forecasting of electricity power generation considering biomass thermal systems WG Buratto, RN Muniz, A Nied, CFO Barros, R Cardoso, GV Gonzalez IET Generation, Transmission & Distribution 18 (21), 3437-3451 , 2024 2024 Citations: 40
Time Series Forecasting of Thermal Systems Dispatch in Legal Amazon Using Machine Learning WG Buratto, RN Muniz, R Cardoso, A Nied, CT da Costa Jr, GV Gonzalez Applied Sciences 14 (21), 9806 , 2024 2024 Citations: 2
Seq2Seq-LSTM with attention for electricity load forecasting in Brazil WG Buratto, RN Muniz, A Nied, GV González IEEE Access 12, 30020-30029 , 2024 2024 Citations: 40
A review of automation and sensors: parameter control of thermal treatments for electrical power generation WG Buratto, RN Muniz, A Nied, CFO Barros, R Cardoso, GV Gonzalez Sensors 24 (3), 967 , 2024 2024 Citations: 29
A new brazilian amazon energy sustainability index based on fuzzy systems RN Muniz, JAS de Sá, BRP da Rocha, WG Buratto, A Nied, ... Journal of Intelligent & Fuzzy Systems 46 (1), 2433-2446 , 2024 2024
CF d. O. Barros, R. Cardoso, and GV Gonzalez,“Wavelet cnn-lstm time series forecasting of electricity power generation considering biomass thermal systems,” WG Buratto, RN Muniz, A Nied IET Generation, Transmission & Distribution 18 (21), 3437-3451 , 2024 2024 Citations: 6
MOST CITED SCHOLAR PUBLICATIONS
Tools for measuring energy sustainability: A comparative review R Ninno Muniz, S Frizzo Stefenon, W Gouvêa Buratto, A Nied, LH Meyer, ... Energies 13 (9), 2366 , 2020 2020 Citations: 56
The sustainability concept: A review focusing on energy RN Muniz, CT da Costa Júnior, WG Buratto, A Nied, GV González Sustainability 15 (19), 14049 , 2023 2023 Citations: 52
Biodigestores rurais no contexto da atual crise de energia elétrica brasileira e na perspectiva da sustentabilidade ambiental MAN ANDRADE, TJD RANZI, RN MUNIZ Procedings of the 4th Encontro de Energia no Meio Rural , 2002 2002 Citations: 49
Wavelet CNN‐LSTM time series forecasting of electricity power generation considering biomass thermal systems WG Buratto, RN Muniz, A Nied, CFO Barros, R Cardoso, GV Gonzalez IET Generation, Transmission & Distribution 18 (21), 3437-3451 , 2024 2024 Citations: 40
Seq2Seq-LSTM with attention for electricity load forecasting in Brazil WG Buratto, RN Muniz, A Nied, GV González IEEE Access 12, 30020-30029 , 2024 2024 Citations: 40
A review of automation and sensors: parameter control of thermal treatments for electrical power generation WG Buratto, RN Muniz, A Nied, CFO Barros, R Cardoso, GV Gonzalez Sensors 24 (3), 967 , 2024 2024 Citations: 29
Time series forecasting based on multi-criteria optimization for model and filter selection applied to hydroelectric power plants RN Muniz, SF Stefenon, WG Buratto, A Nied, R Cardoso, CK Yamaguchi, ... Energy, 138688 , 2025 2025 Citations: 13
Time Series Forecasting of Natural Inflow in Hydroelectric Power Plants Using Hyper‐Tuned Temporal Fusion Transformer With Hodrick–Prescott Filter RN Muniz, WG Buratto, A Nied, R Cardoso, EC Finardi, GV Gonzalez IET Generation, Transmission & Distribution 19 (1), e70087 , 2025 2025 Citations: 11
Educação e biomassa RN Muniz Procedings of the 4th Encontro de Energia no Meio Rural , 2002 2002 Citations: 8
Hybrid CF-CNN-BiLSTM hypertuned by Bayesian optimization for thermal power generation and decarbonization forecasting WG Buratto, RN Muniz, A Nied, CF de Oliveira Barros, EC Finardi, ... International Journal of Electrical Power & Energy Systems 172, 111199 , 2025 2025 Citations: 7
CF d. O. Barros, R. Cardoso, and GV Gonzalez,“Wavelet cnn-lstm time series forecasting of electricity power generation considering biomass thermal systems,” WG Buratto, RN Muniz, A Nied IET Generation, Transmission & Distribution 18 (21), 3437-3451 , 2024 2024 Citations: 6
Desafios e oportunidades para o acesso universal à energia elétrica na Amazônia RN MUNIZ Dissertação de Mestrado. Belém: Universidade Federal do Pará , 2015 2015 Citations: 6
State-of-the-Art Decarbonization in Sludge Thermal Treatments for Electrical Power Generation Considering Sensors and the Application of Artificial Intelligence RN Muniz, WG Buratto, R Cardoso, CFO Barros, A Nied, GV Gonzalez Water 17 (13), 1946 , 2025 2025 Citations: 5
The sustainability concept: A review focusing on energy. Sustainability, 15 (19), 14049 RN Muniz, CT da Costa Junior, WG Buratto, A Nied, GV González 2023 Citations: 5
Challenges and opportunities for universal access to electricity in the Amazon RN Muniz, JAS de Sá, BRP da Rocha 2015 5th International Youth Conference on Energy (IYCE), 1-6 , 2015 2015 Citations: 5
Gaseificação de biomassa residuária na Amazônia: estudo de caso em comunidade quilombola no Pará RN Muniz, BRP ROCHA Anais do 8 , 2013 2013 Citations: 5
Hybrid group method of data handling for time-series forecasting of thermal generation dispatch in electrical power systems WG Buratto, RN Muniz, R Cardoso, A Nied, CT da Costa Jr, GV Gonzalez Electrical Engineering 107 (10), 13929-13945 , 2025 2025 Citations: 3
Optimized hybrid neural hierarchical interpolation time series with STL for flow forecasting in hydroelectric power plants RN Muniz, WG Buratto, GV Gonzalez, LO Seman, VJ Costa, A Nied Scientific Reports , 2026 2026 Citations: 2
Time Series Forecasting of Thermal Systems Dispatch in Legal Amazon Using Machine Learning WG Buratto, RN Muniz, R Cardoso, A Nied, CT da Costa Jr, GV Gonzalez Applied Sciences 14 (21), 9806 , 2024 2024 Citations: 2
The Sustainability Concept: A Review Focusing on Energy. Sustainability 2023, 15, 14049 RN Muniz, CT da Costa Júnior, WG Buratto, A Nied, GV González 2023 Citations: 2
