A Real-Time Temperature Field Prediction Method for Steel Rolling Heating Furnaces Based on Graph Neural Networks

Author:

Yang Bo,Liu Lei,Huang Haoping,Wang Yu,Li Dong,Yang Qi,Yin Liqiong,Zhang Zhi

Publisher

Elsevier BV

Reference29 articles.

1. Analytical model for temperature prediction of hot-rolled strip based on symplectic space Hamiltonian system;Wu;International Journal of Heat and Mass Transfer,2023

2. Investigating gas furnace control practices with reinforcement learning;M Renault;International Journal of Heat and Mass Transfer,2023

3. Modeling effects of skid buttons and dislocated skids on the heating quality of slabs in an industrial walking-beam reheating furnace;Jianxiang Xu;International Journal of Heat and Mass Transfer,2023

4. CFD modeling and validation of a dynamic slab heating process in an industrial walking beam reheating furnace;Guangwu Tang;Applied Thermal Engineering,2018

5. Operational condition and furnace geometry for premixed C3H8/Air MILD combustion of high thermal-intensity and low emissions;Yi Wang;Energy,2024

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