Alkaline battery maker.
DHMSCare caught looseness on a production-line fan in time.

Shuanglu Battery is a well-known maker of alkaline batteries. Its production lines are highly automated and very efficient, so even a small disruption costs a lot of output.
Auxiliary machines such as exhaust fans, dust-removal fans and drying-oven circulation fans keep the line's temperature and air in range. When one stops, line temperature can run out of control and the whole line may stop.
A fault on a fan the line depends on can halt a highly automated line.
Without a clear diagnosis, finding the cause of a fault takes a long time.
Developing faults must be caught early to keep the line running.
When a fan's vibration rose, DHMSCare's AI diagnosed looseness with resonance and warned the team, who found and tightened the loose motor bolts before the fan failed.
A precise diagnosis told the team what to fix, which cut fault-finding and repair time.
DHMSCare brings the line's auxiliary fans under the same watch as its main machines.
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