
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
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.
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
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.
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