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
Chemical plants > Management > Data processing.
Chemical engineering > Data processing.
Industrial productivity > Data processing.
Information storage and retrieval systems > Chemical engineering.
Software productivity.
elektronické knihy
electronic books
Online AccessFull text
ISBN9781119634140
1119634148
9781119634102
1119634105
9781119634119
1119634113
9781119634034
Physical Description1 online resource

Cover

Table of Contents:
  • 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.

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