Cognitive modelling of tool wear progress based on neural network supervised training, derived from investigational tool wear measurements during industrial turning of Inconel 718 aircraft engine products, is employed to obtain a dependable trend of tool wear curves for optimal utilisation of tool life and step increase of productivity, while preserving the surface integrity of the machined parts.

ANN Tool Wear Modelling in the Machining of Nickel Superalloy Industrial Products / D'Addona, DORIANA MARILENA; Segreto, Tiziana; Simeone, A.; Teti, Roberto. - In: CIRP - JOURNAL OF MANUFACTURING SCIENCE AND TECHNOLOGY. - ISSN 1755-5817. - 4:1(2011), pp. 33-37. [10.1016/j.cirpj.2011.07.003]

ANN Tool Wear Modelling in the Machining of Nickel Superalloy Industrial Products

D'ADDONA, DORIANA MARILENA
;
SEGRETO, Tiziana;TETI, ROBERTO
2011

Abstract

Cognitive modelling of tool wear progress based on neural network supervised training, derived from investigational tool wear measurements during industrial turning of Inconel 718 aircraft engine products, is employed to obtain a dependable trend of tool wear curves for optimal utilisation of tool life and step increase of productivity, while preserving the surface integrity of the machined parts.
2011
ANN Tool Wear Modelling in the Machining of Nickel Superalloy Industrial Products / D'Addona, DORIANA MARILENA; Segreto, Tiziana; Simeone, A.; Teti, Roberto. - In: CIRP - JOURNAL OF MANUFACTURING SCIENCE AND TECHNOLOGY. - ISSN 1755-5817. - 4:1(2011), pp. 33-37. [10.1016/j.cirpj.2011.07.003]
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11588/403795
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 50
  • ???jsp.display-item.citation.isi??? 41
social impact