Predictive Analytics Predict Maintenance, Quality and Performance Issues



You can wait for a piece of equipment to bring the line down, or you can act before it does. Predictive Analytics allows customers to predict maintenance, quality and performance issues through real-time machine learning, taking advantage of historical data from assets, sensors and business systems.

Benefits to the Factory:

  • Reduces unplanned downtime and optimizes maintenance planning and execution by predicting asset time-to-failure
  • Reduces cost of quality by identifying collations in quality patterns and root causes
  • Optimizes energy consumption by identifying energy costs in correlation to production execution
  • Reduces safety risks by predicting hazardous situations before they occur

Hirotec America

Automotive Parts Supplier Hirotec Launches IoT Initiative in Six-Week Sprints

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Contact a Manufacturing Journey Expert Today

Consult with an expert to discuss how PTC can help you achieve real-time, unified visibility into factory operations, to reduce downtime and improve quality, productivity, and flexibility.