The modeling for pellets induration process based on Bagging method
The grate-kiln system for iron ore pellet induration is a nonlinear,high coupling and large delay process.Considering the deviation between assumption and actual results,it is hard to build accurate kinetic models.Besides,the pure kinetic model also has the limitations to describe the induration process.In this paper,based on kinetic modeling,a hybrid model is built via neural network ensemble.The Bagging method is applied for training sample set with BP network as its network.The result shows that the hybrid model is more accurate and better than the kinetic model.
Bagging Ensemble Learning Iron Ore Pellet Hybrid Modeling
Xiaoke Fang Jun Peng Jianhui Wang Xiao Wang
College of Information Science and Engineering,Northeastern University,Shenyang 110004,China
国际会议
长沙
英文
777-781
2014-05-31（万方平台首次上网日期，不代表论文的发表时间）