Digitalization and analytics for smart plant performance : theory and applications /: theory and applications. (2021)

• Record Type: Book
• Further Information: Note: Frank (Xin X.) Zhu.
• Authors: Zhu, Frank, 1957-
• Contents: Dedication Preface Part 1: Challenges and Opportunities 1. Challenges for Operation Excellence 2. Mission of Connected Plant 3. Data Analytics for Operation Excellence Part 2: Data Analytics for Smart Operations 4. Statistic Modeling 5. Advanced Statistic Modeling 6. Rigorous Process Modeling 7. Linear Optimization Modeling 8. Nonlinear Optimization Modeling 9. Process Control and APC Modeling 10. AI and Machine Learning Modeling Part 3: Connected Plant for Smart Operations 11. Connected Instrument and Measurement 12. Connected Asset and Safety Management 13. Integrated Production Planning and Process Control 14. Connected Energy Management 15. Integrating the Workflows 16. Digitalizing the Workforce Part 4: Digital Solution for Smart Operations 17. Honeywell Forge -- the Platform for Connected Plant 18. Digitalization Readiness Assessment & 6-step Digital Journey 19. Digital Projects Evaluation and Development 20. Application Case Studies
• Edition: 1st
• Publisher Details: New York : American Institute of Chemical Engineers
• Publication Date: 2021
• Extent: 1 online resource
• Subjects: 660.0285; Chemical plants -- Management -- Data processing; Chemical engineering -- Data processing; Industrial productivity -- Data processing; Information storage and retrieval systems -- Chemical engineering
• Languages: English
• ISBNs: 9781119634102; 9781119634119
• Related ISBNs: 9781119634034
• Notes: Note: Includes bibliographical references and index.; Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.