Digitalization and Analytics for Smart Plant Performance: Theory and Applications (Hardcover)

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