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Three-phase induction motors are significant investments, with costs increasing as their operating voltage rises, such as in medium-voltage motors. These motors are typically integrated into larger process chains, meaning that any failure can disrupt part or all of the production process, leading to substantial costs. Even a brief period of downtime can impose a significant financial burden on the organization, with the possibility that entire or partial products may need to be discarded.Reports indicate that over 80% of faults in induction motors develop gradually. If not identified early, these minor faults can escalate into major failures. Moreover, addressing and repairing faults in the early stages can be up to 50% less expensive than dealing with severe motor failures. This does not even factor in the additional costs caused by halting production. Detecting issues early allows for more cost-effective maintenance and minimizes disruptions to the entire operation.