Predictive maintenance through machine sensorization systems

Istobal is a company dedicated to vehicle care and washing. Its business is to provide service
systems to car wash operators or end users.
In this context, the service time of the washing machines is critical, as well as the response capacity of the technical support team.
In this regard, it is of great interest to further develop the application of predictive maintenance in washing systems and the sensorization and data required for it.

How could we

Sensorize the machine to obtain and monitor data that allows us to model failure behavior in a
predictive way, anticipating issues and preventing them by planning the necessary maintenance.
Possible monitoring objectives include the operational parameters of motors and liquid systems, both water and chemical products.