Zhu F. Digitalization and Analytics for Smart Plant...2021 torrent

Textbook in PDF format

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."
Challenges and Opportunities For Digitalization
Challenges for Operation Excellence
Mission of Connected Plant
Data Analytics for Operation Excellence
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
Connected Plant For Smart Operations
Connected Metering and Measurements
Connected Asset and Safety Management
Integrated Production Planning and Process Control
Digitalizing the Energy Management
Integrating the Workflows
Digitalizing the Workforce
Digital Solutions For Smart Operations
Honeywell Forge: The Platform for Connected Plant
Digital Reediness Assessment and Six-Step Digitalization Journey
Digital Project Evaluation and Development
Application Case Studies