Bibliographic Details
| 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] |
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| Database: |
Engineering Source |
