[Challenge Only] Predictive maintenance with edge devices

Build new products based on AI and IoT technologies.

Challenge:

The company wants to supervise the facilities located in 3 different locations. Currently, each location has a SCADA supervision system and different PLC controllers, for this reason what is intended is to use these systems as data sources to implement a centralized predictive maintenance system on rotating equipment and process valves.

Other Requirements
  • Scalability;
  • Low maintenance requirements;
  • Edge software deployment must be supported by platforms that allow the necessary updates or applications of patches automatically;
  • Edge hardware must be designed for critical environments: low energy, high resistance to shock, vibration, temperature, etc.;
  • Edge devices have to implement secure VPN.
Key Performance Indicators
  • Add always-on data visualization;
  • Perform data analytics and take data-driven decisions;
  • Create a realtime notification system.