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.’
Mục lục
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
Giới thiệu về tác giả
Frank (Xin X.) Zhu, Ph D, is Senior Engineering Fellow and Leader of Engineering Innovations at Honeywell UOP. He has made significant contributions to the theoretical framework, the computational tools, and applications in the fields of data analytics, production planning, operation scheduling, process modeling, design and optimization. He has published seminal journal articles and widely used books especially in the areas of process operations, process design and energy systems. He holds 68 US patents, is the co-founder and chair of ECI International Conference: CO2 Summit, and the recipient of prestigious AICHE Energy Sustainability Award.
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