Towards Pilot-Scale Electric Arc Furnace Temperature Prediction & Bath Size Estimation with Long Short-Term Memory Networks

Author:

Gareau-Lajoie Antony,Rodrigues Daniel,Gosselin Marie-Eve,Chioua Moncef

Publisher

Elsevier BV

Reference22 articles.

1. Soft sensor of bath temperature in an electric arc furnace based on a data-driven takagi–sugeno fuzzy model;Blažič;Applied Soft Computing,2021

2. Attention-based deep recurrent neural network to forecast the temperature behavior of an electric arc furnace side-wall;Godoy-Rojas;Sensors,2022

3. Boost short-term load forecasts with synthetic data from transferred latent space information;Heidrich;Energy Informatics,2022

4. Hinton, G.E., Srivastava, N., Krizhevsky, A., Sutskever, I., and Salakhutdinov, R.R. (2012). Improving neural networks by preventing co-adaptation of feature detectors.

5. Prediction of blast furnace parameters using feature engineering and stacking algorithm;Hongyang Li;Ironmaking & Steelmaking,2022

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