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Industrial polyethylene melt index prediction using ensemble manifold learning-based local model

  • Published:2017-03-24 Issue:29 Volume:134 Page:45094
  • ISSN:0021-8995
  • Container-title:Journal of Applied Polymer Science
  • language:en
  • Short-container-title:J. Appl. Polym. Sci.

Author:

Liu Yi1,Liang Yu1,Gao Zengliang1

Affiliation:

1. Institute of Process Equipment and Control Engineering; Zhejiang University of Technology; Hangzhou 310014 People's Republic of China

Funder

National Natural Science Foundation of China

Publisher

Wiley

Subject

Materials Chemistry,Polymers and Plastics,Surfaces, Coatings and Films,General Chemistry

Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Enhancing quality control of polyethylene in industrial polymerization plants through predictive multivariate data‐driven soft sensors;The Canadian Journal of Chemical Engineering;2024-09-09

2. Applications of Machine Learning to Optimizing Polyolefin Manufacturing;Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing;2023-08-04

3. Soft sensor development based on just-in-time learning and dynamic time warping for multi-grade processes;Korean Journal of Chemical Engineering;2023-03-10

4. Hybrid modeling approach for polymer melt index prediction;Journal of Applied Polymer Science;2022-08-15

5. Soft Sensor for Melt Index Prediction Based on Long Short-Term Memory Network;IFAC-PapersOnLine;2022
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