Tech mahindra
Tech mahindra

Predictive Maintenance

Transformation Strategy

As the unforeseen equipment failures/ shutdown leads to reduced component life and significant revenue loss to the operators, A superlative diagnostic tool with statistical process control and data analytics capabilities has become the prerequisite.

Our Solution

  • Supervised learning techniques to predict failure occurrence
  • Classification algorithms for both the predictor types
  • Deployment of best model using the model diagnostics
  • Exploratory Data Analysis : Data Statistics, Variable Importance, Principle Component Analysis

Benefits

Failure Prediction in the given time period

18% saving in cost & time

10% reduction in unscheduled maintenance

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Point of Views

5G Implications for Industry 4.0: IIOT & IOT in Manufacturing

5G Implications for Industry 4.0: IIOT & IOT in Manufacturing

Success Stories

Know how a global industrial gas major customized and maximized its profit through online sales orders

Know how a global industrial gas major customized and maximized its profit through online sales orders

The customer is one of the frontrunners in global industrial gases.

Learn how a leading automotive component manufacturer benefited from a global data center in record time

Learn how a leading automotive component manufacturer benefited from a global data center in record time

The customer is one of the world’s leading automotive component manufacturers.

Find out how a company developed and executed fully functional mobile test equipment

Find out how a company developed and executed fully functional mobile test equipment

The customer is a leading producer of fuel measurement.

For further information please write to connect@techmahindra.com

For further information please write to connect@techmahindra.com