Instability detection on a radial turning process for superalloys

Alberto Jimenez Cortadi, Fernando Boto, Itziar Irigoien, Basilio Sierra, Alfredo Suarez

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

2 Citations (Scopus)

Abstract

Two different models for instability detection in a radial turning process are proposed in order to prevent fault appearance. This methods allows to detect instability on this machining process based on the forces. Median Absolute Deviation Normalized (MADN) and Principal Component Analysis (PCA) are the statistical methods used to classify those tests. The results have showed that the models are close to expert classification of the tests stability.

Original languageEnglish
Title of host publicationInternational Joint Conference SOCO’17- CISIS’17-ICEUTE’17, Proceedings
EditorsHilde Perez Garcia, Javier Alfonso-Cendon, Lidia Sanchez Gonzalez, Emilio Corchado, Hector Quintian
PublisherSpringer Verlag
Pages247-255
Number of pages9
ISBN (Print)9783319671796
DOIs
Publication statusPublished - 2018
EventInternational Joint Conference on 12th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2017, 10th International Conference on Computational Intelligence in Security for Information Systems, CISIS 2017 and 8th International Conference on European Transnational Education, ICEUTE 2017 - Leon, Spain
Duration: 6 Sept 20178 Sept 2017

Publication series

NameAdvances in Intelligent Systems and Computing
Volume649
ISSN (Print)2194-5357

Conference

ConferenceInternational Joint Conference on 12th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2017, 10th International Conference on Computational Intelligence in Security for Information Systems, CISIS 2017 and 8th International Conference on European Transnational Education, ICEUTE 2017
Country/TerritorySpain
CityLeon
Period6/09/178/09/17

Keywords

  • Fault detection
  • Instability detection
  • MADN
  • PCA
  • Radial turning

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