Toward Zero Blog

How to Collect Manufacturing Data from Legacy Factory Equipment

Legacy factory equipment (manufacturing machines with no built-in data collection mechanism) presents a significant challenge when it comes to manufacturing data, particularly for companies that want to calculate OEE. That most basic of all manufacturing metrics isn’t the only reason manufacturing companies are eager to make older equipment IoT-compatible. Capturing the right data can transform manufacturing operations: it eases the disconnect between the factory and business processes, eliminates the lag time for management to access, analyze, and act on data, and resolves problems with planning, inventory control, the supply chain, and meeting customer expectations.

Dirty Little Secret of MES: Deployment Success More than “Just” Software Installation

An overwhelming number of manufacturing execution system (MES) deployments fall short of the finish line; in their wake, they leave partially implemented and, therefore, ineffective solutions. A typical outcome: stalled digital transformation and a budgetary freeze for additional IIoT projects.  It’s not an uncommon scenario for MES projects, yet most manufacturing companies seem unaware that many MES deployments fail to hit expectations.

IIoT and OEE

When we have conversations with manufacturing leaders around the country there are two topics that are brought up more than any others. The Industrial Internet of Things (IIoT) and Overall Equipment Effectiveness (OEE).

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How to Collect Manufacturing Data from Legacy Factory Equipment

Legacy factory equipment (manufacturing machines with no built-in data collection mechanism) presents a significant challenge when it comes to manufacturing data, particularly for companies that want to calculate OEE. That most basic of all manufacturing metrics isn’t the only reason manufacturing companies are eager to make older equipment IoT-compatible. Capturing the right data can transform manufacturing operations: it eases the disconnect between the factory and business processes, eliminates the lag time for management to access, analyze, and act on data, and resolves problems with planning, inventory control, the supply chain, and meeting customer expectations.

Dirty Little Secret of MES: Deployment Success More than “Just” Software Installation

An overwhelming number of manufacturing execution system (MES) deployments fall short of the finish line; in their wake, they leave partially implemented and, therefore, ineffective solutions. A typical outcome: stalled digital transformation and a budgetary freeze for additional IIoT projects.  It’s not an uncommon scenario for MES projects, yet most manufacturing companies seem unaware that many MES deployments fail to hit expectations.

IIoT and OEE

When we have conversations with manufacturing leaders around the country there are two topics that are brought up more than any others. The Industrial Internet of Things (IIoT) and Overall Equipment Effectiveness (OEE).

1