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:
Chemical plants > Management > Data processing.
Chemical engineering > Data processing.
Industrial productivity > Data processing.
Information storage and retrieval systems > Chemical engineering.
Software productivity.
Usines chimiques > Gestion > Informatique.
Génie chimique > Informatique.
Logiciels > Productivité.
Systèmes d'information > Génie chimique.
Productivité > Informatique.
Information storage and retrieval systems > Chemical engineering
Chemical engineering > Data processing
Industrial productivity > Data processing
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 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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