The present invention relates to a monitoring apparatus for the identification of anomalies and degradation paths in a machine tool, the monitoring apparatus comprising: a control system (101) interfaceable with at least one machine tool (10, 11, 12, 13) and configured for making the at least one machine tool (10, 11, 12, 13) execute a predetermined cycle of operations (30); a recording system (102) interfaceable with a plurality of sensors (102a, 102b, 102c) in the at least one machine tool (10, 11, 12, 13), the recording system (102) being configured for collecting operation data of the at least one machine tool (10, 11, 12, 13) during the predetermined cycle of operations (30); an analysis system (103) configured for receiving the operation data and for executing a statistical and data mining analysis on the operation data, comparing a pattern of the operation data with a predetermined pattern, for identifying any anomalies and degradation paths. The present invention also relates to a production system comprising at least one machine tool and at least one monitoring apparatus.

MONITORING APPARATUS FOR THE IDENTIFICATION OF ANOMALIES AND DEGRADATION PATHS IN A MACHINE TOOL

B. Colosimo;M. Grasso;
2020-01-01

Abstract

The present invention relates to a monitoring apparatus for the identification of anomalies and degradation paths in a machine tool, the monitoring apparatus comprising: a control system (101) interfaceable with at least one machine tool (10, 11, 12, 13) and configured for making the at least one machine tool (10, 11, 12, 13) execute a predetermined cycle of operations (30); a recording system (102) interfaceable with a plurality of sensors (102a, 102b, 102c) in the at least one machine tool (10, 11, 12, 13), the recording system (102) being configured for collecting operation data of the at least one machine tool (10, 11, 12, 13) during the predetermined cycle of operations (30); an analysis system (103) configured for receiving the operation data and for executing a statistical and data mining analysis on the operation data, comparing a pattern of the operation data with a predetermined pattern, for identifying any anomalies and degradation paths. The present invention also relates to a production system comprising at least one machine tool and at least one monitoring apparatus.
2020
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/1176365
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