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Machines can learn to spot anomalies in-process and end-of-line.

This week’s Automate trade show in Detroit demonstrated the drive for flexibility on the factory floor.

At its automotive plant in Jalisco, Mexico, Interplexico turned to robotics to improve production efficiency for one of its parts production lines.

To achieve automated customization, cheaper, better robots and improved additive manufacturing are essential.

How real machine data can spur improvement in manufacturing.

Predictive maintenance is a way to predict every possible scenario of hardware failure, identifying when maintenance is required and alerting maintenance staff, when necessary, as well as providing preventative solutions.

Even for those well on the automation path, there can be stumbling blocks to overcome or additional areas to be automated. A new, objective view from a different source could provide a satisfying solution.

There’s a type, geometry and coating for virtually any application or material.

The range and requirements of flexible machining cells are increasing.

Smart manufacturing is transforming A&D manufacturing as more companies adopt automation, artificial intelligence and robotics. Some manufacturers are also focusing on eliminating so-called islands of automation and integrating the technology across entire processes.