Any component failure will generate a stop in production costing the factory time and money. The OEE (Overall Equipment Effectiveness) can be substantially improved by applying digital predictive maintenance solutions, training operators, and maximizing product reliability.
The most critical component in any factory is the actuator. The procedure to replace an actuator is very fast (usually 10 minutes) when its within easy reach. In other cases, it can take up to 4 hours. Of course, the cost of replacing an actuator will usually be a lot less than the cost of a stop in production.
Most food factories perform maintenance on a regular scheduled basis, which means some components are replaced even if they are still good to run. To ensure real-time condition monitoring, users need clear visibility of equipment status at all times. This can usually be achieved with 2 types of sensors developed by SMC. Firstly, induction sensors which calculate the speed of the rod, enabling easy detection of dirt on the guides, and secondly, pressure sensors that will identify any leakages inside the actuators. These sensors communicate via IO-Link. Data is available in real-time in order to check the condition of the equipment.
Furthermore, SMC has developed a partnership with Dell and Software AG, a global factory monitoring tool. The key differentiating factor of this Industry 4.0 solution is that it displays the data in a very user-friendly way, and it triggers alerts when equipment is at risk of failure. This solution is based on SMC know-how and uses artificial intelligence features, one of which is machine learning. Operational data is quickly available for analysis: behavior of the actuator is analyzed in parallel with other operating data, in order to accurately predict a failure after a data collection period of just a few months.
There are many advantages of having trained operators on the factory floor who are able to handle simple maintenance tasks by themselves. SMC shares its expertise with practical training courses containing theory, exercises, and practical activities. The training is aimed at line operators (even those with no experience in pneumatic components), who can identify potential issues before machine failure occurs, and handle simple maintenance. Therefore, having trained operators helps to improve machine reliability.
Finally, addressing downtime requires good component reliability. SMC products improve reliability by making use of technical innovations such as a lower-than-competition “minimum working pressure” or metal seal technology instead of rubber on actuators and valves. However, product reliability cannot often be measured in such absolute terms as it depends on the customer’s specific application regarding frequency, temperature, humidity, etc. Therefore, maximizing reliability is the responsibility of our engineers, who will be able to specify the right product for the application, both with the machine builder and the final users.