Digitalization and analytics for smart plant performance : theory and applications

"This book addresses the topic of integrated digitization of plants on an objective basis and in a holistic manner by sharing data, applying analytics tools and integrating workflows via pertinent examples from industry. It begins with an evaluation of current performance management practices a...

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Bibliographic Details
Main Author Zhu, Frank, 1957- (Author)
Format Electronic eBook
LanguageEnglish
Published Hoboken, New Jersey : Wiley-AIChE, [2021]
EditionFirst edition.
Subjects
Online AccessFull text
ISBN9781119634140
1119634148
9781119634102
1119634105
9781119634119
1119634113
9781119634034
Physical Description1 online resource

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020 |a 9781119634102  |q (epub) 
020 |a 1119634105  |q (epub) 
020 |a 9781119634119  |q (adobe pdf) 
020 |a 1119634113  |q (adobe pdf) 
020 |z 9781119634034  |q (cloth) 
035 |a (OCoLC)1196820337  |z (OCoLC)1252723352 
042 |a pcc 
100 1 |a Zhu, Frank,  |d 1957-  |e author. 
245 1 0 |a Digitalization and analytics for smart plant performance :  |b theory and applications /  |c Frank (Xin X.) Zhu. 
250 |a First edition. 
264 1 |a Hoboken, New Jersey :  |b Wiley-AIChE,  |c [2021] 
300 |a 1 online resource 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
504 |a Includes bibliographical references and index. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty 
520 |a "This book addresses the topic of integrated digitization of plants on an objective basis and in a holistic manner by sharing data, applying analytics tools and integrating workflows via pertinent examples from industry. It begins with an evaluation of current performance management practices and an overview of the need for a "Connected Plant" via digitalization followed by sections on "Connected Assets: Improve Reliability and Utilization," "Connected Processes: Optimize Performance and Economic Margin " and "Connected People: Digitalizing the Workforce and Workflows and Developing Ownership and Digital Culture," then culminating in a final section entitled "Putting All Together Into an Intelligent Digital Twin Platform for Smart Operations and Demonstrated by Application cases.""--  |c Provided by publisher 
505 0 |a Front Matter -- CHALLENGES AND OPPORTUNITIES FOR DIGITALIZATION. CHALLENGES AND OPPORTUNITIES FOR DIGITALIZATION -- CHALLENGES FOR OPERATION EXCELLENCE -- MISSION OF CONNECTED PLANT -- DATA ANALYTICS FOR OPERATION EXCELLENCE -- MODEL THINKING FOR SMART OPERATIONS. MODEL THINKING FOR SMART OPERATIONS -- STATISTICS BASICS -- ADVANCED STATISTIC MODELING -- RIGOROUS PROCESS MODELING -- LINEAR OPTIMIZATION MODELING -- NONLINEAR OPTIMIZATION MODELING -- PROCESS CONTROL AND APC MODELING -- AI AND MACHINE LEARNING MODELING / Amit Gupta, Frank (Xin X) Zhu -- CONNECTED PLANT FOR SMART OPERATIONS. CONNECTED PLANT FOR SMART OPERATIONS -- CONNECTED METERING AND MEASUREMENTS / Martin Bragg -- CONNECTED ASSET AND SAFETY MANAGEMENT / Frank (Xin X) Zhu, Tony Downes -- INTEGRATED PRODUCTION PLANNING AND PROCESS CONTROL -- DIGITALIZING THE ENERGY MANAGEMENT -- INTEGRATING THE WORKFLOWS / Frank (Xin X) Zhu, Joe Ritchie -- DIGITALIZING THE WORKFORCE / Rohan McAdam -- DIGITAL SOLUTIONS FOR SMART OPERATIONS. DIGITAL SOLUTIONS FOR SMART OPERATIONS -- HONEYWELL FORGE / Matt Burd, Frank (Xin X) Zhu -- DIGITAL REEDINESS ASSESSMENT AND SIX-STEP DIGITALIZATION JOURNEY -- DIGITAL PROJECT EVALUATION AND DEVELOPMENT -- APPLICATION CASE STUDIES. 
590 |a Knovel  |b Knovel (All titles) 
650 0 |a Chemical plants  |x Management  |x Data processing. 
650 0 |a Chemical engineering  |x Data processing. 
650 0 |a Industrial productivity  |x Data processing. 
650 0 |a Information storage and retrieval systems  |x Chemical engineering. 
650 0 |a Software productivity. 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
776 0 8 |i Print version:  |a Zhu, Frank, 1957-  |t Digitalization and analytics for smart plant performance.  |b First edition.  |d Hoboken, New Jersey : Wiley-AIChE, [2021]  |z 9781119634034  |w (DLC) 2020040694 
856 4 0 |u https://proxy.k.utb.cz/login?url=https://app.knovel.com/hotlink/toc/id:kpDASPPTA1/digitalization-and-analytics?kpromoter=marc  |y Full text