AI APPLICATIONS twin ecosystem is complex and requires the expertise to manage and interpret vast amounts of data from an AI-enabled manufacturing process .”
“ Implementing digital twins without an understanding can significantly slow down your manufacturing process . It is critical for the organisation to understand its requirements and what it hopes to achieve with the implementation of digital twins before it embarks on its strategy . AI in manufacturing can deliver a wealth of benefits and digital twins is one of many tools organisations can reap the benefits from ,” he added .
If these challenges are tackled and the manufacturers have obtained a sufficient understanding of AI processes and digital twin management , Spooner explained how the benefits are significant : “ The advantage that digital twins bring is that we can optimally create these processes , in the first instance , based on the combination of AI and the simulated data . With the additional wealth of data generated by the digital twin , systems can be created that self-diagnose and self-correct with very little intervention from a human . AI , in conjunction with digital twins , will allow manufacturing to take the next step in automation .” aimagazine . com 101