Application of response surface methodology and fuzzy logic based system for determining metal cutting temperature
The heat produced in metal cutting process has negative influence on the cutting tool and the machined part in many aspects. This paper deals with measurement of cutting temperature during single-point dry machining of the AISI 4140 steel, using an infrared camera. Various combinations of cutting pa...
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Published in | Bulletin of the Polish Academy of Sciences. Technical sciences Vol. 64; no. 2; pp. 435 - 445 |
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Main Authors | , , , , |
Format | Journal Article |
Language | English French German |
Published |
Warsaw
De Gruyter Open
01.06.2016
Polish Academy of Sciences |
Subjects | |
Online Access | Get full text |
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Summary: | The heat produced in metal cutting process has negative influence on the cutting tool and the machined part in many aspects. This paper deals with measurement of cutting temperature during single-point dry machining of the AISI 4140 steel, using an infrared camera. Various combinations of cutting parameters, i.e. cutting speed, feed rate and depth of cut lead to different values of the measured cutting temperature. Analysis of the measured data should explain the trends in temperature changes depending on changes in the cutting regimes. Furthermore, the temperature data is modelled using response surface methodology and fuzzy logic. The models obtained should determine the influence of cutting regimes on cutting temperature. The main objective is the reduction of cutting temperature, i.e. enabling metal cutting process in optimum conditions. |
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ISSN: | 2300-1917 0239-7528 2300-1917 |
DOI: | 10.1515/bpasts-2016-0049 |