Soft Sensor for Melt Index Prediction Based on Long Short-Term Memory Network
Author:
Funder
LG Chem
Publisher
Elsevier BV
Subject
Control and Systems Engineering
Reference25 articles.
1. Statistical data modeling based on partial least squares: application to melt index predictions in high density polyethylene processes to achieve energy-saving operation;Ahmed;Korean journal of chemical engineering,2013
2. Learning long-term dependencies with gradient descent is dif-cult;Bengio;IEEE transactions on neural networks,1994
3. Melt index prediction with a mixture of Gaussian process regression with embedded clustering and variable selections;Chan;Journal of applied polymer science,2017
4. SIMPLS: an alternative approach to partial least squares regression;De Jong;Chemometrics and intelligent laboratory systems,1993
5. Regression on dynamic PLS structures for supervised learning of dynamic data;Dong;Journal of process control,2018
Cited by 5 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. LSTM-Based Hybrid Model and Refractive Index Fault Detection for Terpolymerization in CSTR;Industrial & Engineering Chemistry Research;2024-08-06
3. Data-Driven Soft Sensing of Polyoxymethylene Melt Index using Takagi-Sugeno Fuzzy Neural Network and Quantum Genetic Algorithm;2024 IEEE 13th Data Driven Control and Learning Systems Conference (DDCLS);2024-05-17
4. Novel Hybrid Neural Network Modeling Method for Melt Index Industrial Soft Sensor;2023 International Conference on Computer Science and Automation Technology (CSAT);2023-10-06
5. Virtual Analyzers for MI and Density Based on Neural Networks Improved through an Integrated Strategy Involving a Constructive Algorithm and Definition of Initial Weights;Macromolecular Reaction Engineering;2023-01-02
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3