Surrogate Modelling to Predict Surface Roughness and Surface Texture When Grinding AISI 1042 Carbon Steel

QR Code

Surrogate Modelling to Predict Surface Roughness and Surface Texture When Grinding AISI 1042 Carbon Steel

The quality of the surface produced during carbon steel is important as it inﬂuences the performance of the ﬁnished part to a great extent. This paper discusses the optimization of cylindrical grinding when grinding carbon steel (AISI 1042) and effect of three variables (work speed, diameter of w...

Full description

Bibliographic Details
Main Authors:	K., Kadirgama, M. M., Rahman, A. R., Ismail, R. A., Bakar
Format:	Article
Language:	English
Published:	Academic Journals 2012
Subjects:	TS Manufactures
Online Access:	http://umpir.ump.edu.my/id/eprint/2311/ http://umpir.ump.edu.my/id/eprint/2311/1/Cited_2012_MMNoor_SRE_Surrogate_Modelling.pdf

Similar Items

Mathematical Modeling for Surface Roughness When Milling Aisi 304 Stainless Steel
by: K., Kadirgama, et al.
Published: (2014)

Investigation of Chip and Surface Roughness when Milling AISI304 Stainless Steel
by: K., Kadirgama
Published: (2017)

Prediction of surface roughness in hard milling of AISI D2 tool steel
by: Lajis, M. A., et al.
Published: (2007)

Prediction of surface roughness in turning operation of low carbon steel AISI 1018
by: Fakhrur Razi, Bahrin
Published: (2009)

Effect of wheel grinder on the surface roughness when grinding aluminum alloy
by: Muhamad Afiq, Razali
Published: (2010)

Mathematical modeling of surface roughness in surface grinding operation
by: Mohamad, Ahmad Kamely, et al.
Published: (2011)

Mathematical modeling of surface roughness in surface grinding operation
by: Mohamad, Ahmad Kamely, et al.
Published: (2011)

Effect of abrasive tools on surface finishing when grinding mild steel
by: Abd Faiz, Muhammad
Published: (2010)

Enhancing surface hydrophobicity of AISI 304 stainless steel via laser texturing
by: M. Isa, Rahim, et al.
Published: (2025)

Development of surface roughness prediction model using response surface methodology in high speed end milling of AISI H13 tool steel
by: Hafiz, A. K. M., et al.
Published: (2007)

Development of surface roughness prediction model using response surface methodology in high speed end milling of AISI HI3 tool steel
by: Hafiz, A.M. Khalid, et al.
Published: (2007)

Modeling of surface roughness during end milling of AISI H13 hardened tool steel
by: Amin, A. K. M. Nurul, et al.
Published: (2011)

The morphological and surface roughness of magnetorheological polished AISI 6010 surface
by: Soffarina M., Soffie, et al.
Published: (2020)

Prediction of Grinding Machinability when Grind P20 Tool Steel Using Water Based Zno Nano-Coolant
by: K., Kadirgama, et al.
Published: (2014)

The influence of machining condition and cutting tool wear on surface roughness of AISI 4340 steel
by: A. Raof, Natasha, et al.
Published: (2018)

Effect Of Vegetable Oil On Surface Roughness During Turning Of Aisi 1020 Steel
by: Hing, Chen Teng
Published: (2021)

Investigation of magnetic field effect on MRR, EWR and surface roughness during EDM of AISI420 tool Steel
by: Efendee, A. M., et al.
Published: (2021)

Micro end milling of AISI 304 stainless steel and analysis of micro surface roughness
by: Ali, Mohammad Yeakub, et al.
Published: (2009)

Tool wear and surface roughness aspects in heat assisted end milling of AISI D2 hardened steel
by: Amin, A. K. M. Nurul, et al.
Published: (2011)

Effect of machining parameters on surface textures in wire electro discharge machining of aisi 4140 steel
by: Nurul Shazwani, Mehat
Published: (2008)

Response surface design model to predict surface roughness when machining hastelloy C-2000 using uncoated carbide insert
by: Nurul Hidayah, Razak, et al.
Published: (2012)

Progressive Tool Flank Wear And Surface Roughness When Turning AISI 1017 Mild Steel Using Reduced Thickness Inserts In Finishing Cutting Conditions
by: S. A., Che Ghani, et al.
Published: (2017)

Study on surface integrity of AISI 1045 carbon steel when machined by carbide cutting tool under wet conditions
by: N. Fauzi, Tamin, et al.
Published: (2017)

The experimental study of effect of grinding process on thermal and surface roughness
by: Mohd Helmi, Abd Jalil
Published: (2010)

Material Removal Rate and Surface Roughness on Grinding of Ductile Cast Iron Using Minimum Quantity Lubrication
by: M. M., Rahman, et al.
Published: (2015)

Effect of cutting parameters on surface roughness in dry drilling of AISI D2 tool steel by using Taguchi Method
by: M.H. Osman1, M.H. Osman1, et al.
Published: (2018)

Application of response surface methodology in describing the performance of coated carbide tools when turning AISI 1045 steel
by: Noordin, M. Y., et al.
Published: (2004)

Application of response surface methodology in describing the performance of coated carbide tools when turning AISI 1045 steel
by: Nordin, M. Y., et al.
Published: (2004)

Artificial Intelligent Model to Predict Surface Roughness in Laser Machining
by: M. M., Noor, et al.
Published: (2009)

Prediction of grinding machinability when grind P20 tool steel using TiO2 nanofluid
by: Lai, Woon Shyz
Published: (2012)

Laser surface modification of AISI 1025 steel
by: Nik Nadia Farhana, Nik Zulkifli
Published: (2013)

The Effect of End Milling Parameters on Surface Roughness when Machining Corrosion Resistance Alloy
by: M. M., Noor, et al.
Published: (2009)

Application of response surface methodology in describing the performance of coated carbide tools when turning AISI 1045 steel
by: Noordin, Mohd Yusof, et al.
Published: (2004)

Particle Swarm Optimisation Prediction Model for Surface Roughness
by: M. M., Noor, et al.
Published: (2011)

Preliminary investigation into surface finish and damage when grinding silicon carbide
by: Konneh, Mohamed
Published: (2012)

The Effect of Multiple Pass Cutting on Surface Integrity when Hard Turning of AISI D2 Cold Work Tool Steel
by: Kamely, M. A., et al.
Published: (2007)

Effect of process parameters on surface roughness in HPC drilling of AISI 1055 steel / H.V. Shete and M.S. Sohani
by: H.V., Shete, et al.
Published: (2020)

Laser surface modification of duplex stainless steel 2205 to modify the surface roughness
by: Y., Arsyad, et al.
Published: (2021)

Surface roughness optimization in end milling of stainless steel AISI 304 with uncoated WC-Co insert under magnetic field
by: Amin, A. K. M. Nurul, et al.
Published: (2012)

Application of taguchi and box-behnken designs for surface roughness in precision grinding of silicon
by: Alao, Abdul-Raheed, et al.
Published: (2011)