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Use case

Conveyor Belt Shaft Torque Monitoring

Pablo Sanchez
,
Industry Principal - Food & Beverages
Reading time:
Watch time:
1
min.

The Challenge

Chain systems are key in chocolate production. Abnormal torque can signal lack of lubrication, wear, or imminent failure — leading to downtime and costly repairs.

The Goal

  • Monitor shaft torque in real time
  • Detect issues early
  • Automate lubrication reminders

The Approach

  • Defined optimal torque ranges by combining filters, statistics tables, and input from shop floor experts.
  • Calculated UCL and LCL from ideal averages and standard deviations, then configured Value-Based Searches to detect deviations.
  • Set up automatic email alerts in the monitoring menu, including clear lubrication instructions when limits are exceeded.

Insight: Automated alerts turned maintenance into a proactive process, eliminating the need for manual tracking.

Context item/Event with troubleshooting recommendations

The Results

Metric Outcome
Torque Monitoring Live, automated tracking
Downtime Prevention Early warnings sent to teams
Asset Coordination Improved across production line

The Takeaway

Real-time torque alerts help avoid failures, reduce downtime, and protect product quality.

Want smarter maintenance with zero guesswork? Let’s make your assets talk.

Food & beverages
Asset Performance Management
Operational Performance Management
Predictive Maintenance
Downtime Reduction
Asset Optimization and Monitoring
Anomaly Detection
Process Health Monitoring
Process Engineer
Maintenance Engineer
Reliability Engineer
Plant Manager
Operator
Shift Lead
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The Challenge

Chain systems are key in chocolate production. Abnormal torque can signal lack of lubrication, wear, or imminent failure — leading to downtime and costly repairs.

The Goal

  • Monitor shaft torque in real time
  • Detect issues early
  • Automate lubrication reminders

The Approach

  • Defined optimal torque ranges by combining filters, statistics tables, and input from shop floor experts.
  • Calculated UCL and LCL from ideal averages and standard deviations, then configured Value-Based Searches to detect deviations.
  • Set up automatic email alerts in the monitoring menu, including clear lubrication instructions when limits are exceeded.

Insight: Automated alerts turned maintenance into a proactive process, eliminating the need for manual tracking.

Context item/Event with troubleshooting recommendations

The Results

Metric Outcome
Torque Monitoring Live, automated tracking
Downtime Prevention Early warnings sent to teams
Asset Coordination Improved across production line

The Takeaway

Real-time torque alerts help avoid failures, reduce downtime, and protect product quality.

Want smarter maintenance with zero guesswork? Let’s make your assets talk.

Download now

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