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Operational Efficiency and Faster Recovery from Assembly Line Failures with Amazon Monitron
ABOUT THE CUSTOMER

Our customer is a leading watch manufacturer with large factories to assemble watch components. The factories have multiple machinery operated with the least amount of human intervention. The customer wanted a solution to notify production engineers about machine malfunction or failure.

THE CHALLENGE |

Inefficient manual checks: The equipment monitoring process involved technicians continuously checking the assembly line machine for issues, which was time-consuming and inefficient.

Service disruption due to machine shut down: In most cases, equipment had to be shut down for unplanned inspection leading to disruption in production cycles. This led to operational inefficiencies when several machines needed inspection. Some equipment, like automatic bar feeders, required more time and effort for inspection if the machine had shut down due to feed failure.

THE SOLUTION |

Strategic Solutions:

  • CloudifyOps recommended using Amazon Monitron to monitor assembly line machines for failure. Amazon Monitron automatically detects abnormal machine operating states by analyzing vibration and temperature signals based on pre-loaded Machine Learning (ML) models.
  • CloudifyOps deployed a proof of concept with Amazon Monitron in less than 2 weeks without requiring a customer team with ML expertise.
  • We recommended a predictive maintenance strategy that increased uptime and reduced
    maintenance costs by scheduling maintenance rather than responding to emergency repairs.

Key performance indicators:

  • Effort hours optimization: Reduced hours for unplanned maintenance and more hours for predictable maintenance.
  • Faster decision-making: Ability to identify which machine needed maintenance regularly. The data from Monitron enabled the customer to make decisions on machine replacement.
  • Reduced machine failure rate: Reduction in machine failures and effort hours for manual inspection.
BENEFITS DELIVERED |

Replicating the solution for all machines: On seeing our solution’s impact, our customer wanted to implement Amazon Monitron for all machines in the assembly line and warehouse where they have boxing and packing line facilities.
Notifications for quick failure resolution: Technicians responded to the failures faster and quickly restarted the operations on the machines based on alerts received on the mobile phone application.
Informed and efficient decision-making: Technicians collated reports and data from the dashboard built by our team that allowed them to efficiently schedule maintenance activities.

Strategic Outcomes:

  • 75% reduction in manual effort – There was a significant decrease in the manual inspection effort and the technicians performed scheduled maintenance tasks with high predictability.
  • 45% increase in efficiency and quality by automating inspection tasks.
  • All unplanned maintenance activities were carried out as and when needed and machines were not shut down for inspection thereby increasing the operational efficiency.
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