Support vector machine classifier for diagnosis in electrical machines: Application to broken bar

► System for broken bar detection for wide slip range. ► Detection based on measuring only a motor current. ► No need for mathematical models, classifier is trained on acquired data. ► Detection of broken bar at low slip, where classical broken bar detection classifiers are not applicable. ► Reliable, mobile, and cost effective system that can be successfully applied in real working environment.