Why viewing MES not just as a monitoring tool but a data contextualizer is critical to digital transformation, as it provides meaning to disparate machine and sensor data. How integrating control and ...

John Clemons is a Solution Consultant for Rockwell Automation. He’s been working in the field of Manufacturing Technology for over 30 years. Artificial intelligence (AI) is becoming more prevalent in ...

There is now broad consensus that data-driven decision-making is essential to success in today’s highly competitive manufacturing environment. Customers’ price-consciousness, combined with demands for ...

Bottleneck detection and management remain central challenges in modern manufacturing systems, where limited resources constrain overall production throughput. Recent methodological advances have ...

Manufacturing data platforms, together with MES and IoT connectivity, are what Almada calls the ‘holy trinity of smart manufacturing'." Manufacturing data platforms form the "holy trinity of smart ...

Data quality issues emerge from multiple failure points from development practices to production life cycle, each compounding ...

A case study in aerospace manufacturing provides an overview of how physics-informed digital twin systems transform robotics processes—from adaptive process planning and real-time process monitoring ...