Predicting the alloying element yield in a ladle furnace using principal component analysis and deep neural network
Zicheng Xin, Jiangshan Zhang, Yu Jin, Jin Zheng, Qing Liu
Topics & Concepts
Principal component analysisArtificial neural networkCollinearityBackpropagationYield (engineering)Slag (welding)Refining (metallurgy)Principal component regressionDimension (graph theory)Process (computing)LadleEngineeringArtificial intelligenceBiological systemMaterials scienceMetallurgyComputer scienceMathematicsStatisticsBiologyOperating systemPure mathematicsMetallurgical Processes and ThermodynamicsIron and Steelmaking ProcessesMicrostructure and Mechanical Properties of Steels