Machine Condition Monitoring for a Distribution Center
January 14, 2015
in Integrating Decision Analytics, Success Stories
A distribution center used a conveyor belt systems to transport a wide variety of products to appropriate locations. When all went well, products were delivered, stored and shipped back out with a minimum of trouble. But a breakdown in any of the motors running the conveyor belts could interfere with operations and cause unacceptable shipping delays. The distribution center decided to use remote monitoring and decision analytics to predict where and when, preventative maintenance could keep small problems from ballooning into major disruptions.
A B+B SmartWorx value-added reseller solved the problem with our Wzzard Intelligent Sensing Solution and decision analytics. They placed current, vibration and temperature sensors on each of the motors and connected the sensors to Wzzard Intelligent Nodes. The nodes used SmartMesh IP mesh networking to report sensor data to the SmartSwarm Intelligent Gateway, which can connect to analytics applications via wired or cellular networks. The entire system was wireless, so there was no need to clutter the distribution center with a lot of new cabling.
The analytics application monitored the incoming data and compared it to previous reports. Increases in motor temperature, vibration or current use are all indications that a motor’s condition is deteriorating, and the analytics application was therefore able to call for maintenance long before any of the motors failed completely.
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