Experimental studies on the performance of multilayer coated carbide tool in hard turning of high strength low alloy steel

2015 ◽  
Vol 30 (20) ◽  
pp. 3056-3064 ◽  
Author(s):  
R. Suresh ◽  
S. Basavarajappa ◽  
V.N. Gaitonde
Keyword(s):  
Alloy Steel ◽  
Hard Turning ◽  
Experimental Studies ◽  
High Strength ◽  
Carbide Tool ◽  
Low Alloy Steel ◽  
Coated Carbide Tool ◽  
Image Position ◽  
Coated Carbide

Abstract

scholarly journals Artificial neural network based tool wear estimation on dry hard turning processes of AISI4140 steel using coated carbide tool

2017 ◽  
Vol 65 (4) ◽  
pp. 553-559 ◽  
Author(s):  
D. Rajeev ◽  
D. Dinakaran ◽  
S.C.E. Singh
Keyword(s):  
Neural Network ◽  
Artificial Neural Network ◽  
Tool Wear ◽  
Hard Turning ◽  
Cutting Tool ◽  
Carbide Tool ◽  
Online Tool ◽  
Coated Carbide Tool ◽  
Tool Wear Estimation ◽  
Coated Carbide

AbstractNowadays, finishing operation in hardened steel parts which have wide industrial applications is done by hard turning. Cubic boron nitride (CBN) inserts, which are expensive, are used for hard turning. The cheaper coated carbide tool is seen as a substitute for CBN inserts in the hardness range (45–55 HRC). However, tool wear in a coated carbide tool during hard turning is a significant factor that influences the tolerance of machined surface. An online tool wear estimation system is essential for maintaining the surface quality and minimizing the manufacturing cost. In this investigation, the cutting tool wear estimation using artificial neural network (ANN) is proposed. AISI4140 steel hardened to 47 HRC is used as a work piece and a coated carbide tool is the cutting tool. Experimentation is based on full factorial design (FFD) as per design of experiments. The variations in cutting forces and vibrations are measured during the experimentation. Based on the process parameters and measured parameters an ANN-based tool wear estimator is developed. The wear outputs from the ANN model are then tested. It was observed that as the model using ANN provided quite satisfactory results, and that it can be used for online tool wear estimation.

Some studies on hard turning of AISI 4340 steel using multilayer coated carbide tool

Measurement ◽  
2012 ◽  
Vol 45 (7) ◽  
pp. 1872-1884 ◽  
Author(s):  
R. Suresh ◽  
S. Basavarajappa ◽  
G.L. Samuel
Keyword(s):  
Hard Turning ◽  
Carbide Tool ◽  
Aisi 4340 Steel ◽  
Coated Carbide Tool ◽  
4340 Steel ◽  
Coated Carbide ◽  
Aisi 4340

Feasibility of mild hard turning of stainless steel using coated carbide tool

2011 ◽  
Vol 60 (9-12) ◽  
pp. 853-863 ◽  
Author(s):  
M. Y. Noordin ◽  
D. Kurniawan ◽  
Y. C. Tang ◽  
K. Muniswaran
Keyword(s):  
Stainless Steel ◽  
Hard Turning ◽  
Carbide Tool ◽  
Coated Carbide Tool ◽  
Coated Carbide

Hard turning of stainless steel using wiper coated carbide tool

2007 ◽  
Vol 1 (1) ◽  
pp. 75 ◽  
Author(s):  
M.Y. Noordin ◽  
D. Kurniawan ◽  
S. Sharif
Keyword(s):  
Stainless Steel ◽  
Hard Turning ◽  
Carbide Tool ◽  
Coated Carbide Tool ◽  
Coated Carbide

Hard turning: AISI 4340 high strength low alloy steel and AISI D2 cold work tool steel

2005 ◽  
Vol 169 (3) ◽  
pp. 388-395 ◽  
Author(s):  
J.G. Lima ◽  
R.F. Ávila ◽  
A.M. Abrão ◽  
M. Faustino ◽  
J. Paulo Davim
Keyword(s):  
Alloy Steel ◽  
Tool Steel ◽  
Hard Turning ◽  
Cold Work ◽  
High Strength ◽  
Low Alloy Steel ◽  
Aisi D2 ◽  
Cold Work Tool Steel ◽  
Aisi 4340
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