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Predictive and Preventive Systems for a Leading Automotive Radiator Manufacturer

Table of Contents

Client Overview

A leading automobile OEM manufacturer specializing in radiators, engine cooling systems, intercoolers, and condensers, operating four plants nationwide.

Machine Landscape

  • Production Lines: 16
  • Type: Specialized machines

Challenges

The client faced several challenges impacting production efficiency and costs:

  • Annual spare part costs due to failure: ~₹15 million.
  • Monthly breakages resulting in significant production losses.
  • Time-consuming replacements requiring three shifts.
  • Difficulty in maintaining problem-solving competency.
  • High manpower costs associated with addressing breakages.

Approach


To tackle these challenges, noxVIEW identified critical causes of breakages, collaborated closely with the client, and implemented an IoT system for a preventive maintenance framework.

Results

The implemented system yielded significant improvements, including:
  • MTBF (Mean Time Between Failures) improved by 10-15%.
  • Substantial reduction in operational costs, achieving savings of ₹5 million YoY.
  • Breakages reduced by 12%.
  • Proactive maintenance strategies minimized machine downtime.

Conclusion

By adopting a predictive and preventive maintenance approach, the leading automotive radiator manufacturer was able to enhance operational efficiency, reduce costs, and improve overall production reliability.

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