Laio Oriel Seman

Optimized hybrid ensemble learning approaches applied to very short-term load forecasting

Marcos Yamasaki, Roberto Zanetti Freire, Laio Oriel Seman et al. · International Journal of Electrical Power & Energy Systems · 2023 · 145 citations · Full text

Machine Fault Detection Using a Hybrid CNN-LSTM Attention-Based Model

Andressa Borré, Laio Oriel Seman, Eduardo Camponogara et al. · Sensors · 2023 · 119 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +17

Enhancing wind speed forecasting through synergy of machine learning, singular spectral analysis, and variational mode decomposition

Sinvaldo Rodrigues Moreno, Laio Oriel Seman, Stéfano Frizzo Stefenon et al. · Energy · 2024 · 118 citations

Speed Forecasting, Meteorology, Forecasting Methodology +11

Aggregating Prophet and Seasonal Trend Decomposition for Time Series Forecasting of Italian Electricity Spot Prices

Stéfano Frizzo Stefenon, Laio Oriel Seman, Viviana Cocco Mariani et al. · Energies · 2023 · 110 citations · Full text

Trend Decomposition, Forecasting Methodology, Engineering +20

Wavelet-Seq2Seq-LSTM with attention for time series forecasting of level of dams in hydroelectric power plants

Stéfano Frizzo Stefenon, Laio Oriel Seman, Luiza Scapinello Aquino et al. · Energy · 2023 · 107 citations

Forecasting Methodology, Hydrological Prediction, Engineering +11