Predictive Maintenance

What did the customer ask for?

The client wanted to evaluate the accumulation of dust in the welding bench. In addition to this, the desire was to optimize cleaning operations as well.

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Solution

FifthIngenium creates a dedicated sensor for data sampling. We provide for the integration of this sensor with a system for data collection, processing with Machine Learning approach, to estimate the best time for performing maintenance and cleaning operations.

Customer

IVECO, Italian company specialized in the production of industrial vehicles and buses

Technology

Machine Learning

Industry

Smart Manufacturing

Tool Inventory

What did the customer ask for?

IVECO wanted to solve a problem related to audit operation tools. The work shift could not begin if all the tools are not present in the workstation, timing only always quick because only the shift leader can proceed with the replacement of missing tools. 

Solution

The solution developed by FifthIngenium was to optimize timing with the automation of this process, without needing the physical presence of the shift leader. IoT system with IP cameras using Machine Learning for the identification of the instruments and automatic detection of those missing, with a cascading alert system. 

Customer

IVECO, Italian company specialized in the production of industrial vehicles and buses

Technology

Machine Learning

Industry

Smart Manufacturing