Mechmine processes machine data from plants like vibrations. It combines and exploits advanced digital signal processing and machine learning/AI techniques. Since we partially rely on AI only, we do not need huge amounts of training data of defects. We operate our own testbenches to produce vibration data of defective bearings. Our algorithms can deal with data from very slow running machines and variable speed shafts also. Our retrofit mmBox hardware is more sensitive, sees further and wider than others and contains anomaly detection also. Our tool mmViewer offers unique trend charts, automatic diagnosis, Click & Run (automated monitoring & alarm threshold setting), is safe thanks to special system architecture, presents intuitive results and is user friendly (results and graphs interpretable by anyone). Finally, we are independent and transparent, have no affiliation to any third party.
mmBasebox
Standard data acquisition hardware for vibration analysis is less attractive for monitoring smaller power classes, e.g. machines below 300 kW. The mmBasebox is suited for monitoring such machines economically. The
