Digital Twins and Virtual Dashboards Streamline Pilot Production Environment Development

Why It Matters

This approach mitigates the significant risks and unpredictable investments associated with developing or adjusting production environments. By providing a shared, insightful platform, it allows diverse stakeholders to assess the intricate relationships between product design and manufacturing processes before full-scale implementation.

Key Finding

Pilot production environments using digital twins and virtual dashboards allow for better testing and decision-making in manufacturing development.

Key Findings

• Pilot production environments, integrating physical and virtual elements via digital twins, are crucial for testing and upscaling production processes.
• Virtual dashboards, built upon digital twin data and simulations, provide essential decision-making support for diverse stakeholders.
• The digital twin evolves throughout the development cycle, offering structured access to tools, methods, and data.

Research Evidence

Aim: How can digital twins and virtual dashboards be leveraged to create effective pilot production environments that support collaborative decision-making across product design and production system development?

Method: Case study and conceptual framework development

Procedure: The research outlines a conceptual framework for pilot production environments that integrates physical and virtual components based on digital twin concepts. It describes how sensoring, modelling, simulation, and data capture are synthesized to create an evolving digital twin. The role of virtual dashboards in providing insightful decision-making support for various stakeholders is also detailed, exploring different visualization and interaction approaches.

Context: Manufacturing and new product development

Design Principle

Leverage integrated digital and physical pilot environments with data-driven visualization tools to de-risk and optimize production system design.

How to Apply

When designing or modifying production lines, consider creating a pilot environment that uses a digital twin to simulate processes and a virtual dashboard to visualize key performance indicators and potential issues for stakeholder review.

Limitations

The paper presents a conceptual framework, and specific implementation details and empirical validation of the proposed system's effectiveness across various industrial contexts are not extensively detailed.

Student Guide (IB Design Technology)

Simple Explanation: Imagine building a small-scale, digital version of a factory before you build the real one. This digital version, called a digital twin, helps you test out new product ideas and how they'll be made. A virtual dashboard is like a smart control panel for this digital factory, showing everyone involved what's happening and helping them make good decisions.

Why This Matters: This research shows how using digital models and interactive dashboards can help you test and improve your designs for manufacturing before you commit to expensive physical prototypes or production lines, saving time and resources.

Critical Thinking: To what extent can the benefits of digital twins and virtual dashboards in pilot production environments be realized without substantial investment in advanced simulation software and hardware?

IA-Ready Paragraph: The integration of digital twins and virtual dashboards into pilot production environments, as proposed by Lutters and Damgrave (2019), offers a robust methodology for de-risking the development and adjustment of manufacturing systems. By creating a dynamic digital representation of production processes, designers and stakeholders can collaboratively test product-design-to-production-process interactions, thereby enabling more informed and efficient decision-making prior to significant capital investment.

Project Tips

• When developing a new product or production process, consider how a digital twin could model its behaviour.
• Think about what information stakeholders would need to see on a virtual dashboard to make informed decisions about your design.

How to Use in IA

• Reference this paper when discussing the use of simulation and digital modelling in your design process, particularly for validating production feasibility or optimizing manufacturing workflows.

Examiner Tips

• Demonstrate an understanding of how digital tools can bridge the gap between product design and production system development, especially in mitigating risks associated with new manufacturing processes.

Independent Variable: Integration of digital twins and virtual dashboards into pilot production environments.

Dependent Variable: Effectiveness of decision-making, risk mitigation, and development efficiency in production environments.

Controlled Variables: Complexity of product portfolio, existing production infrastructure, stakeholder expertise.

Strengths

• Provides a forward-looking framework for integrating digital technologies into manufacturing development.
• Highlights the importance of collaborative decision-making across disciplines.

Critical Questions

• What are the key challenges in data acquisition and integration for creating accurate digital twins in real-world pilot environments?
• How can the user interface design of virtual dashboards be optimized to cater to the diverse technical backgrounds of different stakeholders?

Extended Essay Application

• An Extended research project could investigate the development of a simplified digital twin and virtual dashboard for a specific manufacturing process, evaluating its impact on design iterations and production planning.

Source

The development of Pilot Production Environments based on Digital Twins and Virtual Dashboards · Procedia CIRP · 2019 · 10.1016/j.procir.2019.04.228