Rafael Ninno Muniz

Recent Google Scholar Publications

1. Wiener-NBEATS Hybrid Denoising and Deep Learning Framework for Multi-Horizon Hydroelectric Time Series Forecasting
   2026
2. Optimized hybrid neural hierarchical interpolation time series with STL for flow forecasting in hydroelectric power plants
   Scientific Reports , 2026, 2026 | Citations: 2.0
3. Hybrid CF-CNN-BiLSTM hypertuned by Bayesian optimization for thermal power generation and decarbonization forecasting
   International Journal of Electrical Power & Energy Systems 172, 111199 , 2025, 2025 | Citations: 7.0
4. Hybrid Neural Hierarchical Interpolation Time Series with STL Optimized by Multi-Agent HPO for Flow Forecasting in Hydroelectric Power Plants
   2025
5. Hybrid group method of data handling for time-series forecasting of thermal generation dispatch in electrical power systems
   Electrical Engineering 107 (10), 13929-13945 , 2025, 2025 | Citations: 3.0

Links

• ORCID https://orcid.org/0000-0002-6298-133X
• Google Scholar https://scholar.google.com.br/citations?hl=pt-BR&user=Yjsn09wAAAAJ
• Scopus https://www.scopus.com/authid/detail.uri?authorId=None
• Personal Weblink https://www.ninnomuniz.com