
How temperature monitoring caught a 3 °C imbalance between a loader's lift cylinders at Vale's Sossego Mine and avoided a 40% efficiency loss.
Hydraulic cylinder leak detection with wireless sensors helped the maintenance team at Vale’s Sossego Mine find an evolving failure in a loader’s lift cylinders.
The sensors showed a temperature difference above 3 °C between the cylinder pair and a peak of 81 °C on the left side. The team replaced the cylinder before the fault cut the operation’s efficiency by about 40%.
In this case study, you will see how lift cylinder failures develop, how temperature data revealed the leak and how to monitor hydraulic cylinders on mobile equipment.
The loader is a common piece of equipment in mining operations and infrastructure works. It loads and moves material along the production chain, so an unscheduled stop can affect the whole operation.
Maintenance is the main factor in keeping loaders running safely, because it prevents accidents caused by common mechanical failures. Like other off-highway vehicles, loaders work under heavy loads, dust and long shifts.
With this in mind, the maintenance team at Vale’s Sossego Mine invested in remote monitoring of its loaders. The goals were to reduce unscheduled downtime, avoid drops in productivity and make the operation safer.
Hydraulic cylinders move the shovel that carries material from one point to another. Sealing problems are among the most common defects in their operation. The most frequent causes of seal damage are:
Seal damage leads to leaks that affect the hydraulic system. The cylinder loses internal pressure and, as a result, the temperature difference between the two cylinders of the pair increases. Comparing them becomes an early sign of failure.

By analyzing temperature levels, the team at the Sossego Mine detected an abnormal rise between the lift cylinders of a loader. The behavior pointed to an internal or external leak in development.
When the team compared the two cylinders of the pair, the difference in temperature rise was greater than 3 °C, further evidence of an evolving fault.

On the Dynamox Platform, the global temperature graph of the left-side cylinder showed that its temperature had practically doubled, reaching a peak of 81 °C.
Based on this data, the team requested the replacement of the left-side cylinder. Soon after the repair, the temperature levels dropped and returned to normal operating standards.
Unscheduled shutdowns bring production losses, higher repair costs and more risk for operators. In loader operations, most of these losses come from low equipment performance.
| Indicator | Result |
|---|---|
| Failure detected | Leak in the left-side lift cylinder |
| Early sign | Temperature difference above 3 °C between the cylinder pair |
| Peak temperature | 81 °C, practically double the normal level |
| Efficiency loss avoided | About 40% of the operation’s efficiency |
| Safety | Predictive technician no longer exposed to field risks during data collection |
According to the Sossego Mine maintenance team, a developing lift cylinder anomaly reduces the operation’s efficiency by about 40%, besides the risk of damaging the cylinder pair.
Monitoring also supports operator safety in industrial areas, in line with NR12, the Brazilian regulatory standard for machinery safety.
For Oziel Soares da Silva, Operational Predictive Analyst at the Sossego Mine: “The solution brings, first of all, a gain in safety. The predictive technician does not need to be exposed to risks such as being run over, crushed, weather conditions and environments with bad weather. The physical integrity of our collaborator is our greatest gain. Then, we start to have failure predictability with accuracy, providing a schedule with guaranteed operational reliability of the machine in a shorter maintenance time.”
The Sossego case shows a few practices that apply to loaders and other mobile equipment:
In this case, DynaLogger HF wireless sensors monitored the vibration and temperature of the asset, and the data reached the Dynamox Platform. To learn more about the technique, read the guide on temperature monitoring in industrial maintenance.
You can also see other mining cases with the same team and assets:
➡️ See more success cases from Dynamox.
Want to monitor the mobile equipment in your operation? Talk to Dynamox specialists.
The most common causes are seal wear from excessive friction, contaminated hydraulic fluid and damage to the rod. Damaged seals let fluid leak, and the cylinder loses internal pressure.
Yes. A leaking cylinder loses pressure and heats up more than its pair. Comparing the temperature of both cylinders shows the fault before it causes a stop.
At the Sossego Mine, the difference between the lift cylinders was greater than 3 °C, and the left-side cylinder reached a peak of 81 °C, practically double its normal temperature.
I have solid experience in industrial maintenance, with 15 years working in predictive maintenance across the most diverse segments of Brazilian industry; I have held every position related to predictive maintenance, starting as a data collection inspector and reaching Predictive Maintenance Specialist. A profile fully oriented toward Industry 4.0, Prescriptive Maintenance, and Reliability-Centered Maintenance. I currently work as an applications specialist on online asset monitoring projects using IoT technology, focused on increasing worker safety, reducing costs, and boosting productivity at companies across more than 40 countries.
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