Comparison of LSTM, GRU and Transformer Neural Network Architecture for Prediction of Wind Turbine Variables

Pablo-Andrés Buestán-Andrade, Matilde Santos 0001, Jesús Enrique Sierra-García, Juan-Pablo Pazmiño-Piedra. Comparison of LSTM, GRU and Transformer Neural Network Architecture for Prediction of Wind Turbine Variables. In Pablo García Bringas, Hilde Pérez García, Francisco Javier Martínez de Pisón, Francisco Martínez-Álvarez, Alicia Troncoso Lora, Álvaro Herrero 0001, José Luís Calvo-Rolle, Héctor Quintián, Emilio Corchado, editors, 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023) - Salamanca, Spain, September 5-7, 2023, Proceedings, Volume 2. Volume 750 of Lecture Notes in Networks and Systems, pages 334-343, Springer, 2023. [doi]

Abstract

Abstract is missing.