Surface roughness optimization using Taguchi method of high speed end milling for hardened steel D2
The main challenge for any manufacturer is to achieve higher quality of their final products with maintains minimum machining time. In this research final surface roughness analysed and optimized with maximum 0.3 mm flank wear length. The experiment was investigated the effect of cutting speed, feed...
| Main Authors: | Al Hazza, Muataz Hazza Faizi, Ibrahim, Nur Asmawiyah, Adesta, Erry Yulian Triblas, Khan, Ahsan Ali, Abdullah Sidek, 'Atiah |
|---|---|
| Format: | Proceeding Paper |
| Language: | English English |
| Published: |
IOP Publishing
2017
|
| Subjects: | |
| Online Access: | http://irep.iium.edu.my/56334/ http://irep.iium.edu.my/56334/1/4.pdf http://irep.iium.edu.my/56334/7/56334_Surface%20Roughness%20Optimization%20Using%20Taguchi_Scopus.pdf |
Similar Items
Flank wear analysing of high speed end milling for hardened steel D2 using Taguchi method
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2017)
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2017)
Development of surface roughness prediction model for high speed end milling of hardened tool steel
by: Mohd Ali , Afifah, et al.
Published: (2011)
by: Mohd Ali , Afifah, et al.
Published: (2011)
Machining Time Simulation in High Speed Hard Turning
by: Adesta, Erry Yulian Triblas, et al.
Published: (2011)
by: Adesta, Erry Yulian Triblas, et al.
Published: (2011)
New approach in cost structuring of high speed hard turning
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2011)
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2011)
Tool life in high speed turning with negative rake angle
by: Adesta, Erry Yulian Triblas, et al.
Published: (2011)
by: Adesta, Erry Yulian Triblas, et al.
Published: (2011)
Cutting temperature and surface roughness optimization in CNC end milling using multi objective genetic algorithm
by: Al Hazza, Muataz, et al.
Published: (2012)
by: Al Hazza, Muataz, et al.
Published: (2012)
Flank Wear Modeling in High Speed Hard Turning by using artificial Neural Network and Regression Analysis
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2011)
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2011)
Energy cost modeling for high speed hard turning
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2011)
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2011)
Modeling the effect of CNT concentration in dielectric fluid on EDM performance using neural network
by: Khan, Ahsan Ali, et al.
Published: (2016)
by: Khan, Ahsan Ali, et al.
Published: (2016)
Surface roughness modeling for CNC end milling using artificial neural network
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2013)
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2013)
Tool wear and surface finish investigation in high speed
turning using cermet insert by applying negative rake angles
by: Adesta, Erry Yulian Triblas, et al.
Published: (2009)
by: Adesta, Erry Yulian Triblas, et al.
Published: (2009)
A study of parameters relationship to backcutting phenomena during high speed end milling of AISI H13
by: Adesta, Erry Yulian Triblas, et al.
Published: (2010)
by: Adesta, Erry Yulian Triblas, et al.
Published: (2010)
Influence of machining parameters on surface roughness during EDM of mild steel
by: Khan, Ahsan Ali, et al.
Published: (2011)
by: Khan, Ahsan Ali, et al.
Published: (2011)
Modelling and analysing the cutting forces in high speed hard end milling using neural network
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2015)
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2015)
New tool life models in turning hardened steel AISI 4340 under high cutting speed
by: Adesta, Erry Yulian Triblas, et al.
Published: (2011)
by: Adesta, Erry Yulian Triblas, et al.
Published: (2011)
Effects of workpiece preheating on surface roughness, chatter and tool performance during end milling of hardened steel D2
by: Amin, A. K. M. Nurul, et al.
Published: (2008)
by: Amin, A. K. M. Nurul, et al.
Published: (2008)
Flank wears simulation by using back propagation neural network when cutting hardened H-13 steel in CNC End Milling
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2013)
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2013)
Investigation of surface roughness and material removal rate for high speed micro end milling on PMMA
by: Rahman Azmil, Nur Atiqah, et al.
Published: (2015)
by: Rahman Azmil, Nur Atiqah, et al.
Published: (2015)
Statistical analysis of tooling cost in high speed end milling for hardened steel
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2016)
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2016)
Surface roughness prediction in high speed end milling using
adaptive neuro-fuzzy inference system
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2015)
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2015)
Surface roughness optimization in end milling using the multi objective genetic algorithm approach
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2012)
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2012)
Effects on vibration and surface roughness in high speed micro end-milling of Inconel 718 with minimum quantity lubrication
by: Abd. Rahman, Mohamed, et al.
Published: (2017)
by: Abd. Rahman, Mohamed, et al.
Published: (2017)
Statistical approach to modeling & optimization of surface roughness in high speed end milling of silicon with diamond coated tools
by: Amin, A. K. M. Nurul, et al.
Published: (2012)
by: Amin, A. K. M. Nurul, et al.
Published: (2012)
Development of empirical models for surface roughness during high speed turning for hard materials using Box-Behnken design
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2011)
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2011)
Predicting surface roughness with respect to process parameters using Regression Analysis Models in end milling
by: Adesta, Erry Yulian Triblas, et al.
Published: (2012)
by: Adesta, Erry Yulian Triblas, et al.
Published: (2012)
Influence of backcutting phenomena to surface roughness of hardened AISI H13 during high speed end milling process
by: Mohd Ali, Afifah, et al.
Published: (2011)
by: Mohd Ali, Afifah, et al.
Published: (2011)
Analysis of WEDM process parameters on surface roughness and kerf using Taguchi method
by: Banu, Asfana, et al.
Published: (2017)
by: Banu, Asfana, et al.
Published: (2017)
prediction of cutting temperatures by using back propagation neural network modeling when cutting hardened h-13 steel in CNC end milling
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2012)
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2012)
Prediction of cutting temperatures by using back propagation neural network modeling when cutting hardened H-13 steel in CNC end milling
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2012)
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2012)
Analyzing the influence of electrical parameters on EDM process of Ti6Al4V alloy using Adaptive Neuro-fuzzy Inference System (ANFIS)
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2015)
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2015)
Surface roughness model for high speed end milling of soda lime glass using carbide coated tools with compressed air blowing
by: Mahmud, M. A., et al.
Published: (2012)
by: Mahmud, M. A., et al.
Published: (2012)
Influence of process parameters on surface integrity during EDM of mild steel
by: Khan, Ahsan Ali, et al.
Published: (2010)
by: Khan, Ahsan Ali, et al.
Published: (2010)
Formation of micro-cracks and recast layer during EDM of mild steel using copper electrodes
by: Khan, Ahsan Ali, et al.
Published: (2011)
by: Khan, Ahsan Ali, et al.
Published: (2011)
Enhancement of machining performance during electrical discharge machining of stainless steel with carbon nanotube powder added dielectric fluid
by: Khan, Ahsan Ali, et al.
Published: (2018)
by: Khan, Ahsan Ali, et al.
Published: (2018)
Optimization of surface roughness in micro-high speed end milling of soda lime glass using uncoated tungsten carbide tool with compressed air blowing
by: Amin, A. K. M. Nurul, et al.
Published: (2014)
by: Amin, A. K. M. Nurul, et al.
Published: (2014)
Tool life modeling in high speed turning of AISI 4340 hardened steel with mixed ceramic tools by using face central cubic design
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2013)
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2013)
Flank wear modeling in high speed turning
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2009)
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2009)
Multi objective optimisation for high speed end milling using simulated annealing algorithm
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2015)
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2015)
Machining time stimulating in high speed hard tuning
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2009)
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2009)
The development of cost structuring of high speed hard turning
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2009)
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2009)
Similar Items
-
Flank wear analysing of high speed end milling for hardened steel D2 using Taguchi method
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2017) -
Development of surface roughness prediction model for high speed end milling of hardened tool steel
by: Mohd Ali , Afifah, et al.
Published: (2011) -
Machining Time Simulation in High Speed Hard Turning
by: Adesta, Erry Yulian Triblas, et al.
Published: (2011) -
New approach in cost structuring of high speed hard turning
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2011) -
Tool life in high speed turning with negative rake angle
by: Adesta, Erry Yulian Triblas, et al.
Published: (2011)