Integrated Process Modeling Advanced Control and Data Analytics for Optimizing Polyolefin ManufacturingDetailed 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 modelingReactor 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 modelsModel predictive control of polyolefin processes and applications of multivariate statistics and machine learning to optimizing polyolefin manufacturingIntegrated 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

Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing, 2 Volume Set PDF

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