How industrial machines benefit from smart sensors

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Sensors are essential in capturing basic diagnostics from industrial machines and equipment. However, as the people maintaining these machines near retirement, a new, younger workforce is emerging. Although this new generation is comfortable with rapidly evolving manufacturing technology and the data that comes with it, these employees are not necessarily as 'in tune' with the equipment as seasoned staff.

How industrial machines benefit from smart sensorsCapturing contextual data to provide more predictive diagnostics and leveraging data across the manufacturing enterprise will be key to meeting these workforce and technology challenges.

Smart sensing technology is fulfilling this need, bringing deeper insight into the health of industrial machines to help current — and future — generations of operators optimise plant processes. While smart sensors offer key insights into a manufacturing operation, not all sensors need to be equipped with this technology. It is important to know where and when to implement smart sensing capabilities.

Streamline flexible manufacturing

Smart sensors can help streamline flexible manufacturing operations that involve frequent line changes with different-sized products.

Rather than requiring manual reconfiguration for each product coming down the line, multiple profiles can be stored in the controller and be pushed down to the smart sensors as needed to support the various products. That means sensor configuration time is reduced significantly from several minutes down to mere milliseconds, thereby helping to optimise flexible manufacturing.

In most flexible manufacturing applications, numerous sensors require reteaching. Often the configuration methodology for the sensors differs from one sensor family to another.

As a result, the operator has heightened responsibility to know and remember the exact process required to update all the sensors. It could take as long as one hour to reconfigure the sensors manually on a single machine and, although the hourly rate required to do this is a large factor, the most significant element is the loss in production time for that one hour.

Supporting a changing workforce

In addition to preventing production losses, smart sensors can help soften the blow of workforce impacts.

As the workforce ages and the seasoned operators retire, much expertise is lost; in general, for every three workers retiring, only one is hired to replace them. Seasoned operators know their machines well — all the machine's idiosyncrasies and how to compensate for them.

So, as those senior operators retire, much knowledge is lost and the next generation is not necessarily familiar with or equipped to deal with these idiosyncrasies. Therefore, smarter, diagnostic-rich sensors will benefit this workforce transition greatly.

Another not-so-subtle point is that the automatic configuration functionality of an integrated smart sensor system pushes consistent values down to the sensors each time, which reduces configuration errors or production issues that might occur when parameter changes are manually performed by an operator – especially an inexperienced one. These values can be vetted by the OEM to ensure optimal settings are used to run each machine.

Understanding the cost of sensor configurations for line changes as well as the consequences of an evolving workforce is the key to determining whether switching to smart sensors is right for you.

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