Soft-Sensing Modeling Method of Vinyl Acetate Polymerization Rate Based on BP Neural Network

@article{Huang2010SoftSensingMM,
  title={Soft-Sensing Modeling Method of Vinyl Acetate Polymerization Rate Based on BP Neural Network},
  author={Jiangping Huang and Huihui Tao and Zhigao Zhu},
  journal={2010 International Conference on Measuring Technology and Mechatronics Automation},
  year={2010},
  volume={3},
  pages={410-413}
}
Providing a soft-sensing modeling method of vinyl acetate (VAC) polymerization rate based on BP neural network. Solving the current problem that the VAC polymerization rate in the polyvinyl alcohol (PVA) producing process is hard to real-time measuring. Using the data samples collected from the scene to train the network. In the network learning process, using the Levenberg-Marquardt optimization algorithm. Finally, testing the network which has completed training. Test result shows that soft… CONTINUE READING