The benefit of an Industry 4.0-ready anomaly analysis solution integrated into production lies in recognising conspicuous data patterns and reacting before components fail.

The challenge

A production plant is monitored with vibration sensors and microphones. As soon as machine vibrations become irregular or the operating noise changes, a fault is already in progress and an imminent failure could be imminent.

Procedure

  • Sensors are installed to record critical parameters such as temperature, vibration or humidity.
  • The measured values are collected and checked for anomalies in real time using software. For example, an unusual vibration pattern with a simultaneous rise in temperature could indicate an imminent machine failure.
  • The system, trained with the help of machine learning, raises the alarm in the event of conspicuous data patterns - long before the component finally fails and major damage occurs.

Result

  • With the Predictive maintenance surprising maintenance failures are a thing of the past.
  • Reduction of operational failures.
  • Reduction of maintenance costs.

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shopfloor.io is an industrial IoT platform for cloud or on-premises operation that allows you to network your systems, products and employees and visualize all relevant data in clear cockpits.

Transparent

Establishment of a feedback channel from the customer, new insights into machines in the field, precise findings and recommendations for action.

Efficient

Faster response times, lower service costs, higher customer satisfaction, proactive troubleshooting.

Knowledge-based

Development of cross-customer production expertise, digital, data-supported services, consistent further development of machines.

References

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    Munich Map

    elunic AG

    Erika-Mann-Str. 23

    80636 Munich

    Germany

    089 / 4161737 - 30

    info@elunic.com

    EN

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                                    After the first screening, we will send you an invitation to our Talentcube tool. We have prepared 3-5 short questions that you can answer in a personal video (we have also prepared a short introduction video). If you don't feel comfortable with this, please let us know - we'll find an alternative!

                                    We want to get an authentic first impression of you and at the same time have the opportunity to review your video with our team and make the right decisions quickly.