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Case Studies

Predictive Maintenance


Predict failures ahead of time and eliminate unplanned equipment downtime​.

Predictive Maintenance

Challenge

The Client is a power utility company that experienced difficulties in RO operations and requested complete predictive maintenance analytics.

Solution
  • Designed and developed KPI based health monitoring dashboard to ensure permeate quality in real-time Predicted remaining useful life of filter membrane to prevent unexpected machine downtime.
  • Automated the root cause analysis for any deterioration in KPI and PPI metrics.

Project Info

  • Title:Predictive Maintenance​
  • Client: Power Plant
  • Location: India
  • Completed Date: 2022

Value-Addition

  • Increased the useful life of the membrane filter by 50%​.
  • Operational efficiency is increased by 20% and the specific energy consumption is reduced by 15%​. ​
  • Improved the permeate quality using live health monitoring dashboards.​ ​
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