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Sequence Model for Asset Failure on DDP

Wipro Ltd

Identifies relationship between equipment health and production reliability with machine failure.

Wipro’s Data Discovery Platform (DDP) is an integrated platform, which accelerates ‘time-to-insight’ for an enterprise using pre-built industry apps that enable faster decision making, aided by advanced visualizations.

The Sequence Model for Asset Failure app on DDP accumulates sensor data on different machine characteristics to build prediction models for equipment failures. It Identifies significant factors based on alert types, equipment information, causes for failure and performs root cause analysis which outlines the various probable causes, alerts, notifications or equipment failure so that preventive measures can be taken accordingly and failure of equipment may be avoided.

Key Benefits

  • Service processing lead time can be significantly reduced
  • Optimization of cost of service
  • Helps accurately predict failures
  • Increase in productivity