Hybrid RSM-fuzzy modeling for hardness prediction of TiAlN coatings

QR Code

Hybrid RSM-fuzzy modeling for hardness prediction of TiAlN coatings

In this paper, a new approach in predicting the hardness of Titanium Aluminum Nitrite (TiAlN) coatings using hybrid RSM-fuzzy model is implemented. TiAlN coatings are usually used in high-speed machining due to its excellent surface hardness and wear resistance. The TiAlN coatings were produced...

Full description

Bibliographic Details
Main Authors:	Jaya, A. S. M, Muhamad, M.R., Rahman, M.N.A., Napiah, Z.A.F.M., Hashim, S. Z. M., Haron, H.
Format:	Conference or Workshop Item
Language:	English
Published:	2011
Subjects:	T Technology (General)
Online Access:	http://eprints.utem.edu.my/id/eprint/4322/ http://eprints.utem.edu.my/id/eprint/4322/1/Hybrid_RSM-fuzzy_modeling_for_hardness_prediction_of_TiAlN_coatings.pdf

Similar Items

Application of ANFIS in Predicting of TiAlN Coatings Hardness
by: Mohamad Jaya, Abdul Syukor, et al.
Published: (2011)

Application of ANFIS in Predicting of TiAlN Coatings Hardness
by: Mohamad Jaya, Abdul Syukor, et al.
Published: (2011)

Application of ANFIS in predicting TiAlN coatings flank wear
by: Hasan Basari, Abd Samad, et al.
Published: (2011)

Machinability of Aluminum Nitride Ceramic using TiAlN and TiN Coated Carbide Tool Insert
by: Moola, M., et al.
Published: (2014)

Development of tool life prediction model of TiAlN coated tools during the high speed hard milling of AISI H13 steel
by: Amin, A. K. M. Nurul, et al.
Published: (2011)

Tool wear of DLC coating as top-layered to CrN, TiAlSiN, TiAlN coatings in machining of steel and aluminum alloys
by: Ibrahim, M. S., et al.
Published: (2024)

Tool wear analysis in end milling of advanced ceramics with TiAlN and TiN coated carbide inserts
by: Moola, Mohan, et al.
Published: (2012)

Application of fuzzy rule-based model in predicting flank wear of TiAlN coatings in PVD magnetron sputtering process
by: Mohamad Jaya, Abdul Syukor, et al.
Published: (2011)

Tool wear analysis in end milling of advanced ceramics with TiAlN and TiN coated carbide inserts
by: Reddy, M. Mohan, et al.
Published: (2012)

Comparative study between wear of uncoated and TiAlN-coated carbide tools in milling of Ti6Al4V
by: Uddin, M., et al.
Published: (2017)

Tool life of TiAlN PVD coated carbide tool in high-speed end milling of untreated inconel 718 under minimum quantity lubrication condition
by: Kasim, M.S., et al.
Published: (2013)

Parametric optimization and modeling for flank wear of TiSiN-TiAlN Nanolaminate Cutting Insert / M. Kaladhar
by: M., Kaladhar
Published: (2020)

Milling of carbon fibre reinforced polymer (CFRP) using TiAlN coated end mills
by: Konneh, Mohamed, et al.
Published: (2014)

Development of tool life prediction model of TIALN coated tools during the high speed hard milling of AISI H13 steel
by: Khalid, A. K. H., et al.
Published: (2007)

Cutting performance of advanced multilayer coated (TiAlN/AlCrN) in machining of AISI D2 hardened steel
by: Jasni, Nur Akmal Hakim
Published: (2013)

Influence of oil-based and water-based lubrication on tool wear of DLC/TiAlN-coated punches in blanking of stainless steel
by: Ibrahim, Muhammad Shuhaimi, et al.
Published: (2025)

Performance of TialN coated carbide tool in peck drilling stainless steel SS316L with pressurized minimum quantity lubrication
by: M., Malik, et al.
Published: (2014)

Corrosion behaviour of nanocomposite TiSiN coatings on steel substrates
by: Ahmed, M., et al.
Published: (2011)

Experimental Study on Minimum Quantity Lubrication in End Milling of AA6061-T6 Using Tialn Coated Carbide Tools
by: Najiha, M. S., et al.
Published: (2015)

Surface roughness study of milled carbon fiber reinforced polymer (CFRP) composite using 4 mm 2-flute titanium aluminum nitride (TiAlN) coated carbide end mills
by: Konneh, Mohamed, et al.
Published: (2014)

Review of physical vapour deposition (PVD) techniques for hard coating
by: Mubarak, A., et al.
Published: (2005)

Scratch Adhesion and Wear Failure Characteristics of PVD multilayer CrTi/CrTiN Thin Film Ceramic Coating Deposited on AA7075-T6 Aerospace Alloy
by: Quazi, M. M., et al.
Published: (2018)

RsmN : a new atypical RsmA homologue in Pseudomonas aeruginosa
by: Lovelock, Laura Charlotte
Published: (2012)

Quantitative analysis of electroplated nickel coating on hard metal
by: Wahab, H., et al.
Published: (2013)

Shrinkage Analysis on Thick Plate Part using Response Surface Methodology (RSM)
by: Isafiq, M., et al.
Published: (2016)

Effect of Coating Thickness on the Properties of TiN Coatings Deposited on Tool Steels using Cathodic ARC PVD Techique
by: Mubarak, A., et al.
Published: (2008)

RSM model to evaluate material removal rate in EDM of Ti-5Al-2.5Sn using graphite electrode
by: Md. Ashikur, Rahman Khan, et al.
Published: (2012)

Influence of Substrate Temperature on Adhesion Strength of TiN Coating of Biomedical Ti-13Zr-13Nb Alloy
by: A., Shah, et al.
Published: (2017)

Improvement of surface roughness in end milling of Ti6Al4V by coupling RSM with genetic algorithm
by: Patwari, Muhammed Anayet Ullah, et al.
Published: (2011)

Hard-hydrophobic nano-CuO coating via electrochemical oxidation for heat transfer performance enhancement
by: Mahmood, M. H., et al.
Published: (2022)

Assessment of machining cost for end-milling of Ti-6Al-4V titanium alloy through RSM-based parametric model
by: Karim, A.N. Mustafizul, et al.
Published: (2014)

Plasmonic gold nanoparticles coated TiO2 photoanode for efficiency enhancement in dye-sensitized solar cells (DSSCs)
by: Shah, Shahan, et al.
Published: (2023)

Hard Turning of Stainless Steel using Wiper Coated Carbide Tool
by: Noordin, M.Y., et al.
Published: (2007)

Study of macrodroplet and growth mechanisms with and without ion etchings on the properties of TiN coatings deposited on HSS using cathodic arc physical vapour deposition technique
by: Mubarak, A., et al.
Published: (2008)

Shrinkage Analysis on Thick Plate Part using Response Surface Methodology (RSM)
by: M. Y., Isafiq, et al.
Published: (2016)

Wear behaviour of TiC coated AISI 4340 steel produced by TIG surface melting
by: Maleque, M.A., et al.
Published: (2015)

The influence of ultrasonic vibration frequency on the properties of TiN coated biomedical Ti-13Zr-13Nb
by: Arman Shah, Abdullah, et al.
Published: (2018)

Feasibility of mild hard turning of stainless steel using coated carbide tool
by: Noordin, M., et al.
Published: (2012)

Surface roughness prediction in high speed flat end milling of Ti-6Al-4V and optimization by desirability function of RSM
by: Alam, S., et al.
Published: (2011)

Study on CO2/ N2 Separation: The Effect of Rubbery Polymer Coating on PVDF Membrane
by: M. Z., Zuwairi, et al.
Published: (2017)