Short answer
Integrate lifecycle management, including operations and maintenance, into the initial design and ongoing strategy for digital twins in manufacturing.
- Field
- Commercial Production
- Source
- Academic Publication (2023)
- Method
- Panel discussion and expert statements
- Evidence
- Strong effect
Implementing digital twins throughout the entire lifecycle of a manufacturing process, from initial design to decommissioning, offers significant advantages for operations and maintenance. This commercial production research insight is drawn from a 2023 study published in Academic Publication. Using Panel discussion and expert statements, researchers explored how this design variable affects real-world outcomes. The key design takeaway: Integrate lifecycle management, including operations and maintenance, into the initial design and ongoing strategy for digital twins in manufacturing.
Digital Twins Enhance Manufacturing Lifecycle Management
Implementing digital twins throughout the entire lifecycle of a manufacturing process, from initial design to decommissioning, offers significant advantages for operations and maintenance.
Academic Publication · 2023
Key Findings
- 01Digital twins have a defined lifecycle that requires ongoing management.
- 02Operations and maintenance are critical phases for the effective utilization of digital twins in manufacturing.
- 03Global perspectives from different regions highlight diverse approaches and challenges.
Application
Design takeaway
Integrate lifecycle management, including operations and maintenance, into the initial design and ongoing strategy for digital twins in manufacturing.
How to apply
When developing or implementing digital twin solutions for manufacturing, establish clear protocols for their ongoing operation, maintenance, and eventual retirement.
Project actions
- 01When designing a system that uses a digital twin, think about how it will be maintained and updated over time.
- 02Consider the costs and resources needed for the operational phase of your digital twin.
Method & Evidence
Variables
Strengths & Limitations
Strengths
- +Provides insights from a diverse group of experts.
- +Highlights the importance of lifecycle management for digital twins.
Limitations
This paper is based on expert opinions, so it's not a direct experimental result. Real-world implementation might reveal different challenges.
Reliability & validity
The reliability of the findings depends on the consistency of expert opinions. Validity is enhanced by the diverse backgrounds of the panelists, offering a multi-faceted view.
Think critically
How might the challenges of maintaining digital twins differ across various manufacturing sectors (e.g., automotive vs. aerospace vs. food production)?
Design Principles
"Design for lifecycle management: A product or system's entire lifecycle, from conception to disposal, should inform its design and implementation."
Digital twins provide a dynamic, virtual representation of physical assets and processes, enabling real-time monitoring, predictive maintenance, and optimized operational strategies. This holistic approach to lifecycle management can lead to increased efficiency, reduced downtime, and improved decision-making in complex manufacturing environments.
What This Means for Your Design
Digital twins for factories need to be looked after and updated throughout their life, just like any other tool or machine, to keep working well.
How to use in your project
- 1.Reference this research when discussing the long-term viability and management strategies for digital twin implementations in your design project.
Add to My Project
Quick Cite
Paragraph starter
The operational and maintenance phases of digital twins are crucial for their effective long-term use in smart manufacturing. Research suggests that a comprehensive lifecycle management approach, considering aspects from initial specification to decommissioning, is essential for maximizing the benefits of digital twins and ensuring their continued relevance and performance within industrial settings.
Source
Academic Publication
Maintenance and Operations of Manufacturing Digital Twins
journal · 2023
View sourceQuestions About This Research
- What does the research say about digital twins enhance manufacturing lifecycle management?
- Integrate lifecycle management, including operations and maintenance, into the initial design and ongoing strategy for digital twins in manufacturing. Evidence: Academic Publication (2023).
- Why does "Digital Twins Enhance Manufacturing Lifecycle Management" matter for design?
- Digital twins provide a dynamic, virtual representation of physical assets and processes, enabling real-time monitoring, predictive maintenance, and optimized operational strategies. This holistic approach to lifecycle management can lead to increased efficiency, reduced downtime, and improved decision-making in complex manufacturing environments.
- How can designers apply this research?
- Integrate lifecycle management, including operations and maintenance, into the initial design and ongoing strategy for digital twins in manufacturing.
- What were the main findings?
- Digital twins have a defined lifecycle that requires ongoing management.. Operations and maintenance are critical phases for the effective utilization of digital twins in manufacturing.. Global perspectives from different regions highlight diverse approaches and challenges.
- What research method was used?
- Panel discussion and expert statements.
- How strong is the evidence?
- Evidence strength is rated Strong effect, based on a 2023 journal from Academic Publication.
- What should I do differently in my next project?
- When developing or implementing digital twin solutions for manufacturing, establish clear protocols for their ongoing operation, maintenance, and eventual retirement.
- What are the limitations?
- The insights are based on expert opinions from a panel and may not represent a comprehensive empirical study.