Issue link: https://iconnect007.uberflip.com/i/1355791
REAL TIME WITH... IPC APEX EXPO 2021 SHOW & TELL MAGAZINE I I-CONNECT007 89 for SMT Machines." omas explained how collecting data from SMT machines can lead to a better maintenance approach. Maintenance in general was discussed and different approaches ana- lyzed, with conclusions for benefits. IPC-2591 CFX v1.3 provides a maintenance data model and neces- sary messages for smart maintenance. S13-3: Myckel Haghnazari, Digital Factory, "Implement- ing a Global Machine Data Collection System Across Many EMS Factories." Sorry, but I did not get to listen to this presentation-I will pick it up later! Technical Track: Factory of the Future Implementation S22: Michael Ford, Hemant Shah, omas Marktscheffel, and Radu Diaconescu, "e IPC-2551 Digital Twin Standard—A Glimpse into Values and Benefits." is is an important new standard. e digital twin is an essential part of Industry 4.0 and the smart factory. It provides the predictive engineering outcomes Figure 1: A digital twin model. Dr. Thomas Marktscheffel Myckel Haghnazari Radu Diaconescu and Michael Ford