2023
DOI: 10.18494/sam4240
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Prediction of Hydrogen Concentration in Annealing FurnaceUsing Neural Networks

Nan Hua Lu,
I-Chun Chen,
Rey-Chue Hwang

Abstract: Spheroidizing annealing is a well-known heating method used for improving the ductility of steel so that the steel can be easily machined or deformed. In the annealing process, to avoid the high-temperature oxidation of steel, hydrogen and nitrogen are often used as protective reducing gases during annealing. A certain amount of hydrogen is allowed to flow continuously into the furnace. However, owing to the high cost of hydrogen and production safety, the flow and amount of hydrogen used in the annealing proc… Show more

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