Y. A.Liu,NiketSharma
Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing, 2 Volume Set
Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing, 2 Volume Set
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- More about Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing, 2 Volume Set
The book "Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing" is a comprehensive resource that explains the optimization of polyolefin manufacturing through integrated process modeling, advanced control, and data analytics. It covers topics such as polymer process modeling, advanced process control, data analytics, machine learning, sustainable design, and industrial practice. The book is written by two highly qualified authors and includes practical problems, handling of real data streams, and tuning models to the available data. It is an essential resource for undergraduate and graduate students, researchers, and engineers involved in the polyolefin industry.
Format: Hardback
Length: 880 pages
Publication date: 23 August 2023
Publisher: Wiley-VCH Verlag GmbH
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 the power of integrated process modeling, advanced control and data analytics to optimize polyolefin manufacturing and achieve competitive advantage in the industry.
Weight: 1928g
Dimension: 244 x 170 x 55 (mm)
ISBN-13: 9783527352678
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