Optimum selection of tool materials for machining of high-strength steels based on fuzzy comprehensive evaluation method

To provide guidance for the tool materials selection in the machining of high-strength steels, this article outlines the application of fuzzy comprehensive evaluation method for the cutting performance evaluation of cemented carbide tools, ceramic tools, and cermet tools. The results indicate that cermets with the best comprehensive cutting performance are chosen as the optimum tool materials for the machining of high-strength steels. Moreover, the severe adhesion wear characteristics of cemented carbide tools are detrimental to the surface quality of workpieces. The obvious crater wear and furrow-like scratches caused mainly by abrasive wear, as well as adhesive wear can shorten the life of ceramic tools. The sharp cutting edge and good wear resistance of cermet tools are not only beneficial to the machined surface quality of workpieces, but also prolong the tool life. The analysis of tool wear proves the reliability and accuracy of fuzzy comprehensive evaluation method.

[1]  H. Miao,et al.  Development of TiCN-based cermets: Mechanical properties and wear mechanism , 2013 .

[2]  I. Çiftçi,et al.  Machining of austenitic stainless steels using CVD multi-layer coated cemented carbide tools , 2006 .

[3]  Jun Zhao,et al.  Wear behavior of an Al2O3/TiC/TiN micro-nano-composite ceramic cutting tool in high-speed turning of ultra-high-strength steel 300 M , 2016 .

[4]  Jun Zhao,et al.  Effect of Mo2C/(Mo2C + WC) weight ratio on the microstructure and mechanical properties of Ti(C,N)-based cermet tool materials , 2015 .

[5]  S. Chakraborty,et al.  Cutting tool material selection using grey complex proportional assessment method , 2012 .

[6]  I. Wright,et al.  Indentation fracture of WC-Co cermets , 1985 .

[7]  A. Senthil Kumar,et al.  Wear behaviour of alumina based ceramic cutting tools on machining steels , 2006 .

[8]  S. Basavarajappa,et al.  Experimental studies on the performance of multilayer coated carbide tool in hard turning of high strength low alloy steel , 2015 .

[9]  Yuebin Guo,et al.  SURFACE INTEGRITY CHARACTERIZATION AND PREDICTION IN MACHINING OF HARDENED AND DIFFICULT-TO-MACHINE ALLOYS: A STATE-OF-ART RESEARCH REVIEW AND ANALYSIS , 2009 .

[10]  İrfan Ucun,et al.  The performance of ceramic and cermet cutting tools for the machining of austempered ductile iron , 2009 .

[11]  Asif Iqbal,et al.  Machinability comparison of AISI 4340 and Ti-6Al-4V under cryogenic and hybrid cooling environments: A knowledge engineering approach , 2015 .

[12]  Robert LIN,et al.  NOTE ON FUZZY SETS , 2014 .

[13]  M. Stanford,et al.  Investigation into the use of gaseous and liquid nitrogen as a cutting fluid when turning BS 970-80A15 (En32b) plain carbon steel using WC–Co uncoated tooling , 2009 .

[14]  Vishal S. Sharma,et al.  A review of empirical modeling techniques to optimize machining parameters for hard turning applications , 2016 .

[15]  Yu Yang Research on Giving Weight for Performance Indicator Based on the Multi-strategy Method , 2003 .

[16]  Alejandro Sandá,et al.  Surface Integrity of AISI 4150 (50CrMo4) Steel Turned with Different Types of Cooling-lubrication☆ , 2014 .

[17]  E. A. Charles,et al.  Fracture Toughness Determinations by Indentation , 1976 .

[18]  Safian Sharif,et al.  Dry turning of tempered martensitic stainless tool steel using coated cermet and coated carbide tools , 2007 .

[19]  Halil Çalışkan,et al.  Material selection for the tool holder working under hard milling conditions using different multi criteria decision making methods , 2013 .

[20]  I. S. Jawahir,et al.  Predicting total machining performance in finish turning using integrated fuzzy-set models of the machinability parameters , 1994 .

[21]  V. C. Venkatesh,et al.  Performance evaluation of cemented carbide tools in turning AISI 1010 steel , 2001 .

[22]  K. Palanikumar,et al.  Fuzzy Modeling and Analysis of Machining Parameters in Machining Titanium Alloy , 2008 .

[23]  María Henar Miguélez,et al.  Cutting performance of TiCN-HSS cermet in dry machining , 2010 .