
Kimberley Hayes contributed to the publication "Advancements in Radiographic Evaluation Through the Migration into NDE 4.0," which explores how Industry 4.0 technologies are transforming non-destructive testing (NDT) and radiographic evaluation.
The publication examines how connected devices, robotics, artificial intelligence, and digital transformation technologies can improve efficiency, transparency, and decision-making across industrial inspection programs.
Key topics discussed include:
• The evolution of Industrial Revolutions leading into Industry 4.0 • Digital radiography advancements within the petroleum sector • The role of artificial intelligence and connected devices • Strategies for technology adoption across industrial environments • Workforce development and skills required for future inspection programs • Collaborative approaches to digital transformation
The publication highlights how Industry 4.0 technologies can help organizations improve inspection quality while creating safer and more efficient operational environments.
Publication Summary: "NDE 4.0 migration in NDT"

