Challenges and Benefits of Digital Twin Implementation

This white paper discusses the challenges and benefits associated with the implementation of a digital twin in composites manufacturing. It begins by defining the concept of a digital twin as a virtual representation of a physical object or system across its lifecycle, emphasizing the necessity of real-time data for effective decision-making. The paper outlines the common challenges faced by manufacturing firms, including data management issues where different functional groups utilize disparate models, preventing efficient collaboration. It details the specific technological requirements for creating an effective digital twin, such as real-time monitoring and data analysis capabilities. Furthermore, the paper presents industrial applications and real-world use cases, demonstrating how companies, particularly General Electric, have successfully adopted digital twins to enhance reliability and optimize maintenance processes. Despite the evident advantages, the paper notes that many organizations remain hesitant to implement digital twins due to infrastructural limitations and a lack of familiarity with the concept.