Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing
eBook - PDF

Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing

  1. English
  2. PDF
  3. Available on iOS & Android
eBook - PDF

Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing

About this book

Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing

Detailed resource on the "Why, " "What, " and "How" of integrated process modeling, advanced control and data analytics explained via hands-on examples and workshops for optimizing polyolefin manufacturing.

Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing discusses, as well as demonstrates, the optimization of polyolefin production by covering topics from polymer process modeling and advanced process control to data analytics and machine learning, and sustainable design and industrial practice. The text also covers practical problems, handling of real data streams, developing the right level of detail, and tuning models to the available data, among other topics, to allow for easy translation of concepts into practice.

Written by two highly qualified authors, Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing includes information on:

  • Segment-based modeling of polymer processes; selection of thermodynamic methods; estimation of physical properties for polymer process modeling
  • Reactor modeling, convergence tips and data-fit tool; free radical polymerization (LDPE, EVA and PS), Ziegler-Natta polymerization (HDPE, PP, LLPDE, and EPDM) and ionic polymerization (SBS rubber)
  • Improved polymer process operability and control through steady-state and dynamic simulation models
  • Model-predictive control of polyolefin processes and applications of multivariate statistics and machine learning to optimizing polyolefin manufacturing

Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing enables readers to make full use of advanced computer models and latest data analytics and machine learning tools for optimizing polyolefin manufacturing, making it an essential resource for undergraduate and graduate students, researchers, and new and experienced engineers involved in the polyolefin industry.

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Yes, you can access Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing by Y. A. Liu,Niket Sharma in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Industrial & Technical Chemistry. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Volume 1
  3. Volume 2
  4. Appendix A Matrix Algebra in Multivariate Data Analysis and Model Predictive Control
  5. Appendix B Introduction to Python for Chemical Engineers
  6. Index
  7. EULA