Digitalization and analytics for smart plant performance: theory and applications
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...
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Hoboken, New Jersey
Wiley-AIChE
[2021]
|
| Edition: | First edition |
| Subjects: | |
| Online Access: | FHR01 |
| Summary: | 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. "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.""-- |
| Item Description: | Includes bibliographical references and index 2102 |
| Physical Description: | 1 Online-Ressource (1 online resource) |
| ISBN: | 9781119634140 |
Staff View
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| 500 | |a Includes bibliographical references and index | ||
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| 520 | 3 | |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. | |
| 520 | 3 | |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.""-- | |
| 653 | 0 | |a Chemical plants / Management / Data processing | |
| 653 | 0 | |a Chemical engineering / Data processing | |
| 653 | 0 | |a Industrial productivity / Data processing | |
| 653 | 0 | |a Information storage and retrieval systems / Chemical engineering | |
| 653 | 0 | |a Chemical engineering ; Data processing | |
| 653 | 0 | |a Industrial productivity ; Data processing | |
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| author | Zhu, Frank 1957- |
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| dewey-full | 660.0285 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 660 - Chemical engineering |
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| discipline | Chemie / Pharmazie |
| discipline_str_mv | Chemie / Pharmazie |
| edition | First edition |
| format | Electronic eBook |
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| id | DE-604.BV049102757 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T22:33:08Z |
| indexdate | 2024-07-10T09:55:24Z |
| institution | BVB |
| isbn | 9781119634140 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-034364267 |
| oclc_num | 1401195170 |
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| physical | 1 Online-Ressource (1 online resource) |
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| publishDate | 2021 |
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| publisher | Wiley-AIChE |
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| spelling | Zhu, Frank 1957- Verfasser (DE-588)1055970290 aut Digitalization and analytics for smart plant performance theory and applications Frank (Xin X.) Zhu First edition Hoboken, New Jersey Wiley-AIChE [2021] 1 Online-Ressource (1 online resource) txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references and index 2102 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. "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.""-- Chemical plants / Management / Data processing Chemical engineering / Data processing Industrial productivity / Data processing Information storage and retrieval systems / Chemical engineering Chemical engineering ; Data processing Industrial productivity ; Data processing 9781119634034 (cloth) 9781119634034 |
| spellingShingle | Zhu, Frank 1957- Digitalization and analytics for smart plant performance theory and applications |
| title | Digitalization and analytics for smart plant performance theory and applications |
| title_auth | Digitalization and analytics for smart plant performance theory and applications |
| title_exact_search | Digitalization and analytics for smart plant performance theory and applications |
| title_exact_search_txtP | Digitalization and analytics for smart plant performance theory and applications |
| title_full | Digitalization and analytics for smart plant performance theory and applications Frank (Xin X.) Zhu |
| title_fullStr | Digitalization and analytics for smart plant performance theory and applications Frank (Xin X.) Zhu |
| title_full_unstemmed | Digitalization and analytics for smart plant performance theory and applications Frank (Xin X.) Zhu |
| title_short | Digitalization and analytics for smart plant performance |
| title_sort | digitalization and analytics for smart plant performance theory and applications |
| title_sub | theory and applications |
| work_keys_str_mv | AT zhufrank digitalizationandanalyticsforsmartplantperformancetheoryandapplications |