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 · 157 citations · Full text

Computing, Computer Science, Electrical Engineering +17

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

Andressa Borré, Laio Oriel Seman, Eduardo Camponogara et al. · Sensors · 2023 · 135 citations · Full text

Computing, Computer Science, Electrical Engineering +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 · 127 citations

Natural Sciences, Data Science, Meteorology +17

Physics-informed neural nets for control of dynamical systems

Eric Aislan Antonelo, Eduardo Camponogara, Laio Oriel Seman et al. · Neurocomputing · 2024 · 125 citations

Natural Sciences, Physics, Computational Physics +12

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 · 123 citations · Full text

Business, Economics, Energy Economics +16