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TOOL MONITORING SYSTEM - MODULAR STRUCTURE.

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Title: TOOL MONITORING SYSTEM - MODULAR STRUCTURE.
Alternate Title: Nadzor oštrice reznog alata - modularna struktura.
Authors: Mulc, Tihomir1 tihomir@sas-strojogradnja.hr, Udiljak, Toma2 toma.udiljak@fsb.hr, Ciglar, Damir2 damir.ciglar@fsb.hr
Source: Technical Gazette / Tehnički Vjesnik. Sep/Oct2013, Vol. 20 Issue 5, p871-876. 6p.
Subjects: Machine tool monitoring, Modular design, Cutting tools, Artificial intelligence, Signal processing, Machine learning, Ranking (Statistics)
Abstract (English): The main purpose of a tool condition monitoring (TCM) system is to ensure reliable monitoring of the cutting tool edge condition. The system should be simple to configure for different cutting conditions and the obtained results should be interpreted in an unambiguous way. Implementation of monitoring system involves finding solutions to a number of sub-tasks such as selection of the type of signal, definition of sampling rate, selection of patterns, signal filtering, methods for the selection and ranking of features, the process of learning and creation of knowledge base, user friendly procedure for operating TCM, and methods of reacting on established tool condition. Based on these considerations, a modular concept of tool condition monitoring system is proposed. The concept has been tested on machining processes with variable material hardness and cutting depths. [ABSTRACT FROM AUTHOR]
Abstract (Croatian): Sustav nadzora reznoga alata treba osigurati pouzdano nadgledanje stanja oštrice reznog alata. On treba biti jednostavan za konfiguriranje za različite uvjete obrade uz nedvosmislenu interpretaciju rezultata. Implementacija sustava nadzora podrazumijeva rješavanje niza podzadataka kao što su odabir tipa signala, definiranje perioda uzorkovanja, postupak odabira uzoraka, filtriranje signala, izbor i rangiranje značajki, odabir tipa neuronske mreže, postupak učenja i stvaranja baze znanja, načini operativnog posluživanja i metode provođenja reakcija. Na osnovi takvih promišljanja u radu je predložen modularan koncept sustava nadzora. Sustav je testiran na procesima s promjenjivom dubinom obrade i materijalima različite tvrdoće. [ABSTRACT FROM AUTHOR]
Copyright of Technical Gazette / Tehnički Vjesnik is the property of Tehnicki Vjesnik and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
Database: Engineering Source
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Header DbId: egs
DbLabel: Engineering Source
An: 91761966
AccessLevel: 6
PubType: Academic Journal
PubTypeId: academicJournal
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  Data: TOOL MONITORING SYSTEM - MODULAR STRUCTURE.
– Name: TitleAlt
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  Data: Nadzor oštrice reznog alata - modularna struktura.
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  Data: <searchLink fieldCode="AR" term="%22Mulc%2C+Tihomir%22">Mulc, Tihomir</searchLink><relatesTo>1</relatesTo><i> tihomir@sas-strojogradnja.hr</i><br /><searchLink fieldCode="AR" term="%22Udiljak%2C+Toma%22">Udiljak, Toma</searchLink><relatesTo>2</relatesTo><i> toma.udiljak@fsb.hr</i><br /><searchLink fieldCode="AR" term="%22Ciglar%2C+Damir%22">Ciglar, Damir</searchLink><relatesTo>2</relatesTo><i> damir.ciglar@fsb.hr</i>
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  Data: <searchLink fieldCode="JN" term="%22Technical+Gazette+%2F+Tehnički+Vjesnik%22">Technical Gazette / Tehnički Vjesnik</searchLink>. Sep/Oct2013, Vol. 20 Issue 5, p871-876. 6p.
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  Data: <searchLink fieldCode="DE" term="%22Machine+tool+monitoring%22">Machine tool monitoring</searchLink><br /><searchLink fieldCode="DE" term="%22Modular+design%22">Modular design</searchLink><br /><searchLink fieldCode="DE" term="%22Cutting+tools%22">Cutting tools</searchLink><br /><searchLink fieldCode="DE" term="%22Artificial+intelligence%22">Artificial intelligence</searchLink><br /><searchLink fieldCode="DE" term="%22Signal+processing%22">Signal processing</searchLink><br /><searchLink fieldCode="DE" term="%22Machine+learning%22">Machine learning</searchLink><br /><searchLink fieldCode="DE" term="%22Ranking+%28Statistics%29%22">Ranking (Statistics)</searchLink>
– Name: Abstract
  Label: Abstract (English)
  Group: Ab
  Data: The main purpose of a tool condition monitoring (TCM) system is to ensure reliable monitoring of the cutting tool edge condition. The system should be simple to configure for different cutting conditions and the obtained results should be interpreted in an unambiguous way. Implementation of monitoring system involves finding solutions to a number of sub-tasks such as selection of the type of signal, definition of sampling rate, selection of patterns, signal filtering, methods for the selection and ranking of features, the process of learning and creation of knowledge base, user friendly procedure for operating TCM, and methods of reacting on established tool condition. Based on these considerations, a modular concept of tool condition monitoring system is proposed. The concept has been tested on machining processes with variable material hardness and cutting depths. [ABSTRACT FROM AUTHOR]
– Name: Abstract
  Label: Abstract (Croatian)
  Group: Ab
  Data: Sustav nadzora reznoga alata treba osigurati pouzdano nadgledanje stanja oštrice reznog alata. On treba biti jednostavan za konfiguriranje za različite uvjete obrade uz nedvosmislenu interpretaciju rezultata. Implementacija sustava nadzora podrazumijeva rješavanje niza podzadataka kao što su odabir tipa signala, definiranje perioda uzorkovanja, postupak odabira uzoraka, filtriranje signala, izbor i rangiranje značajki, odabir tipa neuronske mreže, postupak učenja i stvaranja baze znanja, načini operativnog posluživanja i metode provođenja reakcija. Na osnovi takvih promišljanja u radu je predložen modularan koncept sustava nadzora. Sustav je testiran na procesima s promjenjivom dubinom obrade i materijalima različite tvrdoće. [ABSTRACT FROM AUTHOR]
– Name: AbstractSuppliedCopyright
  Label:
  Group: Ab
  Data: <i>Copyright of Technical Gazette / Tehnički Vjesnik is the property of Tehnicki Vjesnik and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
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      – Code: eng
        Text: English
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      Pagination:
        PageCount: 6
        StartPage: 871
    Subjects:
      – SubjectFull: Machine tool monitoring
        Type: general
      – SubjectFull: Modular design
        Type: general
      – SubjectFull: Cutting tools
        Type: general
      – SubjectFull: Artificial intelligence
        Type: general
      – SubjectFull: Signal processing
        Type: general
      – SubjectFull: Machine learning
        Type: general
      – SubjectFull: Ranking (Statistics)
        Type: general
    Titles:
      – TitleFull: TOOL MONITORING SYSTEM - MODULAR STRUCTURE.
        Type: main
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          Name:
            NameFull: Mulc, Tihomir
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            NameFull: Udiljak, Toma
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            NameFull: Ciglar, Damir
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            – D: 01
              M: 09
              Text: Sep/Oct2013
              Type: published
              Y: 2013
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