Integrated Process Modeling Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing is popular PDF and ePub book, written by Y. A. Liu in 2023-07-25, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Integrated Process Modeling Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing can be Read Online from any device for your convenience.
Integrated Process Modeling Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing Book PDF Summary
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.
Detail Book of Integrated Process Modeling Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing PDF
- Author : Y. A. Liu
- Release : 25 July 2023
- Publisher : John Wiley & Sons
- ISBN : 9783527843824
- Genre : Technology & Engineering
- Total Page : 1027 pages
- Language : English
- PDF File Size : 8,9 Mb
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