Estimation of component concentrations of sodium aluminate solution via PLS and Hammerstein recurrent neural networks

@article{Wang2010EstimationOC,
  title={Estimation of component concentrations of sodium aluminate solution via PLS and Hammerstein recurrent neural networks},
  author={Wei Wang and Lijie Zhao and Tianyou Chai and Wen Yu},
  journal={Third International Workshop on Advanced Computational Intelligence},
  year={2010},
  pages={107-111}
}
In this paper, a new on-line soft sensing method is proposed for component concentrations of sodium aluminate solution. With this sensing strategy, real-time control and optimization can be realized in aluminate production plants. Several advance techniques are used, such as PLS (Partial Least Squares), Hammerstein model, recurrent neural networks and least… CONTINUE READING