Multi Sensor Signal Processing for Catastrophic Tool Failure Detection in Turning

Vittorio Balsamo , Alessandra Caggiano , Krzysztof Jemielniak , Joanna Kossakowska , Mirosław Nejman , Roberto Teti


This paper presents a methodology aimed at the identification of a catastrophic tool failure (CTF) in turning processes based on multiple sensor monitoring. Experimental turning tests were carried out under various cutting conditions (cutting speed, feed, depth of cut) using a multi-sensor monitoring system consisting of a triaxial force sensor to acquire the three components of the cutting force and an acoustic emission sensor. Signals analysis, interpretation and processing was performed on the multi-sensor signals acquired during the turning process and relevant statistical features were extracted and used to develop a methodology for the automatic CTF detection during turning.
Author Vittorio Balsamo - [Universita degli Studi di Napoli Federico II]
Vittorio Balsamo,,
, Alessandra Caggiano - [Universita degli Studi di Napoli Federico II]
Alessandra Caggiano,,
, Krzysztof Jemielniak (FPE / IoMP)
Krzysztof Jemielniak,,
- The Institute of Manufacturing Processes
, Joanna Kossakowska (FPE / IoMP)
Joanna Kossakowska,,
- The Institute of Manufacturing Processes
, Mirosław Nejman (FPE / IoMP)
Mirosław Nejman,,
- The Institute of Manufacturing Processes
, Roberto Teti - [Universita degli Studi di Napoli Federico II]
Roberto Teti,,
Journal seriesProcedia CIRP , ISSN 2212-8271
Issue year2016
Publication size in sheets0.5
Keywords in EnglishCatastrophic tool failure; Turning; Sensor monitoring; Signal processing; Feature extraction
Languageen angielski
Score (nominal)5
Score sourcejournalList
ScoreMinisterial score = 0.0, 21-08-2020, ArticleFromJournal
Ministerial score (2013-2016) = 5.0, 21-08-2020, ArticleFromJournal
Publication indicators WoS Citations = 7; Scopus Citations = 11; GS Citations = 18.0
Citation count*19 (2020-09-02)
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* presented citation count is obtained through Internet information analysis and it is close to the number calculated by the Publish or Perish system.
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