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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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Zhu, Frank, 1957- (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hoboken, New Jersey : Wiley-AIChE, [2021]
Edición:First edition.
Temas:
Acceso en línea:Texto completo

MARC

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020 |a 1119634113  |q (adobe pdf) 
020 |z 9781119634034  |q (cloth) 
029 1 |a AU@  |b 000068259739 
035 |a (OCoLC)1196820337  |z (OCoLC)1252723352 
042 |a pcc 
050 0 0 |a TP155.6 
082 0 0 |a 660.0285  |2 23 
049 |a UAMI 
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. 
263 |a 2102 
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. 
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. 
588 0 |a Print version record and CIP data provided by publisher; resource not viewed. 
590 |a Knovel  |b ACADEMIC - Process Design, Control & Automation 
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. 
650 6 |a Usines chimiques  |x Gestion  |x Informatique. 
650 6 |a Génie chimique  |x Informatique. 
650 6 |a Logiciels  |x Productivité. 
650 6 |a Systèmes d'information  |x Génie chimique. 
650 6 |a Productivité  |x Informatique. 
650 7 |a Information storage and retrieval systems  |x Chemical engineering  |2 fast 
650 7 |a Chemical engineering  |x Data processing  |2 fast 
650 7 |a Industrial productivity  |x Data processing  |2 fast 
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://appknovel.uam.elogim.com/kn/resources/kpDASPPTA1/toc  |z Texto completo 
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