Prediction Model of Zinc Coating Weight for Continuous Hot-Dip Galvanizing Based on BP Network
The BP network model is established to predict the Zinc Coating Weight for C608/708 hot-dip galvanizing line. The model develops as the simulation function of jet pressure, nozzle to strip distance, nozzle to zinc bath distance, strip velocity and thickness. Compare the prediction precision of different models when the number of neurons in network is five, ten or fifteen. The models have better effect in use after put into production and can be used for other hot-dip galvanizing lines.
Qingxue Huang, Cunlong Zhou, Zhengyi Jiang, Jianmei Wang, Hailian Gui, Lifeng Ma, Lidong Ma, Yugui Li and Chunjiang Zhao
X. B. Zhang et al., "Prediction Model of Zinc Coating Weight for Continuous Hot-Dip Galvanizing Based on BP Network", Advanced Materials Research, Vol. 145, pp. 10-13, 2011