Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing 2V Set - Liu, Y. A.

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Résumé :

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...

  Biographie:
  
  
  Niket Sharma received his PhD in chemical engineering and M. Eng. in computer science with specialization in machine learning from Virginia Tech in 2021. He is currently a Senior Engineer at Aspen Technology, Boston, where he is working on the development of machine learning and hybrid modeling applications combining chemical engineering and data science principles. His Ph.D. dissertation focused on integrated process modelling and big data analytics for optimizing polyolefin manufacturing.
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  Sommaire:
  Y.A. Liu, Alumni Distinguished Professor at Virginia Tech, is an award-winning teacher of sustainable design and practice, and industrial sustainable design projects. American Society for Engineering Education honored Liu with the George Westinghouse Award for excellence in engineering education and Fred Merryfield Design Award for excellence in teaching and research of sustainable design. The Chemical Manufacturers Association honored Liu with the National Catalyst Award for excellence in chemical education.
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