Predictive Equipment Management

Synthetica PEM

The Predictive Equipment Management tool utilises physics informed neural network technology to identify operational patterns in vessel machinery and pinpoint irregularities.

Synthetica PEM

Smart Data Analytics
for Machinery Monitoring

By establishing data patterns and seamlessly integrating with Planned Maintenance Systems (PMS), the tool can support operations by allowing the timely identification of potential faults, malfunctions, or abnormal behaviour in vessel machinery.

What To Expect

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Synthetica PEM Toolkit

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Our Solution in Action

See how Synthetica PEM Transforms Vessel Operations

Recurring activation of the “M/E Alpha Lubricator” Alarm

Witness how Synthetica’s solution averted potential multi-million-dollar losses and catastrophic engine damage at sea

  • Vessel Type::
    The incident was recorded on 4 Bulk Carriers.
  • Description::
    Our tool identified an irregular behaviour of the M/E Alpha Lubricator, resulting in unscheduled Alpha Lubricator maintenance. Addressing this prevented the M/E from operating with an incorrect cylinder oil feed rate, which could lead to excessive wear of Cylinder Liners, Piston Rings, and Piston Crowns.
  • Cost Saving::
    The incident occurred in a Bulk Carrier (Kamsarmax).The cost to replace the items mentioned is estimated at USD 12.000 per cylinder after a single long voyage. The affected vessels have 7-cylinder engines, so the potential savings surpass USD 80.000 per vessel. Additionally, incorrect operations could escalate lubricant consumption by as much as 70%.

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