Laboratory versus industrial cutting force sensor in tool condition monitoring

• Autorzy: Jemielniak K. , Balazinski M.

Warianty tytułu

PL

Labolatoryjny I przemysłowy czujnik sił skrawania w nadzorze stanu narzędzia

• Konferencja: XI Workshop on Supervising and Diagnostics of Machining Systems, Karpacz , Poland March 12-17, 2000
• Języki publikacji: EN

Abstrakty

EN

Research works concerning the utilisation of cutting force measurements in tool condition monitoring usually present results and deliberations based on laboratory sensors. These sensors are too fragile to be used in industrial practice. Industrial sensors employed on the factory floor are less accurate, and this must be taken into account when creating a tool condition monitoring strategy. Another drawback of most of these works is that constant cutting parameters are used for the entire tool life. This does not reflect industrial practice where the same tool is used at different feeds and depths of cut in sequential passes. The paper presents a comparison of signals originating from laboratory and industrial cutting force sensors. The usability of the sensor output was studied during a laboratory simulation of industrial cutting conditions. Instead of building mathematical models for the correlation between tool wear and cutting force, an FFBP artificial neural network was used to find which combination of input data would provide an acceptable estimation of tool wear. The results obtained proved that cross talk between channels has an important influence on cutting force measurements, however this input configuration can be used for a tool condition monitoring system.

Słowa kluczowe

EN

cutting force sensor; laboratory sensors; industrial sensors; tool condition monitoring; FFBP artificial neural network; tool wear; crosstalk

• Wydawca: Oficyna Wydawnicza Politechniki Wrocławskiej
• Czasopismo: Prace Naukowe Instytutu Technologii Maszyn i Automatyzacji Politechniki Wrocławskiej. Konferencje
• Rocznik: 2000
• Tom: Vol. 76, nr 35
• Strony: 109--116
• Opis fizyczny: Bibliogr. 6 poz.,

Twórcy

autor

Jemielniak K.

autor

Balazinski M.

• Warsaw Univ. of Technol., Poland