Spark
Context
Recommendations
Applying the Digital Twin Approach
Pull Factors for Manufacturing Industry to Adopt Digital Twin Approach
Examining Digital Twin Basics
Grasping Digital Twin Philosophy Is Crucial to Success
Digital Twin Maturity Is Multidimensional
Hierarchy
Richness of Data
User Interface
Accessibility
Data Latency
Intelligence
Digital Twins Enable Sustainable Manufacturing
Digital Twin Facilitates Sustainable Thinking Within the Organization
Increases Accountability
Facilitates Goal Setting
Facilitates Sustainability Messaging
Digital Twins Technologies Succeed in Real-World Applications
Managing Assets
Promoting Building Operational Efficiency
Improving Customer Service
Developing New Product Design
Connecting Equipment to Factory Staff
Creating Predictive Maintenance Schedules
Organizational Support Is Key to Effective Digital Twin Implementation
Standardize Data Management Processes Like Governance
Set Priorities
Align the Digital Twin Approach with Sustainability Goals and KPIs