{"product_id":"integrated-process-modeling-advanced-control-and-data-analytics-for-optimizing-polyolefin-manufacturing-2-volume-set-9783527352678","title":"Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing, 2 Volume Set","description":"\u003cp\u003e • Author(s): Niket Sharma\u003cbr\u003e • Publisher: Wiley-Vch\u003cbr\u003e • Publisher Imprint: Wiley-Vch\u003cbr\u003e • BISAC: Chemistry - Industrial \u0026amp; Technical\u003c\/p\u003e\u003cp\u003e\u003cb\u003eIntegrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003eDetailed 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. \u003c\/p\u003e\u003cp\u003e\u003ci\u003eIntegrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing \u003c\/i\u003ediscusses, 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. \u003c\/p\u003e\u003cp\u003eWritten by two highly qualified authors, \u003ci\u003eIntegrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing \u003c\/i\u003eincludes information on: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eSegment-based modeling of polymer processes; selection of thermodynamic methods; estimation of physical properties for polymer process modeling\u003c\/li\u003e \u003cli\u003eReactor 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)\u003c\/li\u003e \u003cli\u003eImproved polymer process operability and control through steady-state and dynamic simulation models\u003c\/li\u003e \u003cli\u003eModel-predictive control of polyolefin processes and applications of multivariate statistics and machine learning to optimizing polyolefin manufacturing\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003e\u003ci\u003eIntegrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing \u003c\/i\u003eenables 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.\u003c\/p\u003e","brand":"Wiley-Vch","offers":[{"title":"Hardcover","offer_id":45051179794583,"sku":"9783527352678","price":21730.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783527352678.webp?v=1769228749","url":"https:\/\/atlanticbooks.com\/products\/integrated-process-modeling-advanced-control-and-data-analytics-for-optimizing-polyolefin-manufacturing-2-volume-set-9783527352678","provider":"Atlantic Books","version":"1.0","type":"link"}