Open Access Open Access  Restricted Access Subscription Access

Parametric Optimization of Wire Cut Electrical Discharge Machining on Al-9% PAC Composites using Desirability Approach


Affiliations
1 Dept. of Aero. Engg., ACS College of Engg., Bangalore, India
 

   Subscribe/Renew Journal


In aerospace and automobile industries manufacturing complex structures using un-conventional machining is increased due to their precision and accuracy. This research investigates the influence of input parameters such as discharge current, pulse on time, pulse off time and servo speed rate of wire cut electrical discharge machining (WEDM) on material removal rate and surface roughness using Box Behnken design supported with response surface methodology. Aluminium alloy 7075 reinforced with 9 % wt. of activated carbon composite is used to carry out the machining process. Most influencing parameters are subjected as the conductive and non-conductive parameters in WEDM process. To find out the significant influence of each factor, analysis of variance was performed. The mathematical model is established using desirability technique and then the optimal machining parameters are determined. The best achieved WEDM performances - material removal rate and surface roughness are 10.46 mm3/min and 3.32μm respectively, by using optimum machining conditions - discharge current 2000mA, pulse on time 8.9µs, pulse off time 25µs and servo speed rate 150rpm at 0.8597 desirability value.

Keywords

Wire Cut Electrical Discharge Machining, Aluminium Composites, Response Surface Methodology, Desirability Method.
User
Subscription Login to verify subscription
Notifications
Font Size

  • E.O. Ezugwu. 2005. Key improvements in the machining of difficult-to-cut aerospace super alloys, Int. J. Mach. Tool Manufacture, 45, 1353-1367. https://doi.org/10.1016/j.ijmachtools.2005.02.003.
  • G. Selvakumar, G. Sornalatha, S. Sarkar and S. Mitra. 2014. Experimental investigation and multi-objective optimization of wire electrical discharge machining of 5083 Aluminum alloy, Trans. Nonferrous Metals Society of China, 24(2) 373-379. https://doi.org/10.1016/S1003-6326(14)63071-5.
  • S.S. Habib. 2009. Study of the parameters in electrical discharge machining through response surface methodology approach, Applied Math. Modeling, 33, 4397-4407. https://doi.org/10.1016/j.apm.2009.03.021.
  • G. Ramanan and J.E.R. Dhas. 2017. Experimenta l investigation and multi response optimization of WEDM process of AA7075 metal matrix composites using particle swarm optimization, Int. J. Intelligent Engg. and Systems, 10(4), 166-266. https://doi.org/10.22266/ijies2017.0831.18.
  • B. Kuriachen, K.P. Somashekhar and J. Mathew. 2015. Multi response optimization of micro-wire electrical discharge machining process, Int. J. Advanced Mfg. Tech., 76, 91-104. https://doi.org/10.1007/s00170-014-6005-2.
  • S. Datta and S.S. Mahapatra. 2010. Modeling simulation and parametric optimization of wire EDM process using response surface methodology coupled with grey-Taguchi technique, Int. J. Engg., Sci. and Tech., 2(5), 162-183.
  • K.P. Somashekhar, J. Mathew and N. Ramachandran. 2012. A feasibility approach by simulated annealing on optimization of micro-wire electric discharge machining parameters, Int. J. Adv. Mfg. Tech., 61, 1209-1213. https://doi.org/10.1007/s00170-012-4096-1.
  • G. Ramanan and J.E.R. Dhas. 2017. Multiple objective optimization of machining parameters for AA7075 meta l matrix composite using grey-fuzzy technique, Int. J. Applied Engg. Research, 12(8), 1729-1735.
  • H. Singh and R. Garg. 2009. Effects of process parameters on material removal rate in WEDM, J. Achievements in Material and Mfg. Engg., 32(8), 70-74.
  • R.V. Rao and P.J. Pawar 2009. Modelling and optimization of process parameters of wire electrical discharge machining, J. Engg. Mfg., 233(11), 1431-1440.

Abstract Views: 281

PDF Views: 141




  • Parametric Optimization of Wire Cut Electrical Discharge Machining on Al-9% PAC Composites using Desirability Approach

Abstract Views: 281  |  PDF Views: 141

Authors

G. Ramanan
Dept. of Aero. Engg., ACS College of Engg., Bangalore, India
R. Elangovan
Dept. of Aero. Engg., ACS College of Engg., Bangalore, India

Abstract


In aerospace and automobile industries manufacturing complex structures using un-conventional machining is increased due to their precision and accuracy. This research investigates the influence of input parameters such as discharge current, pulse on time, pulse off time and servo speed rate of wire cut electrical discharge machining (WEDM) on material removal rate and surface roughness using Box Behnken design supported with response surface methodology. Aluminium alloy 7075 reinforced with 9 % wt. of activated carbon composite is used to carry out the machining process. Most influencing parameters are subjected as the conductive and non-conductive parameters in WEDM process. To find out the significant influence of each factor, analysis of variance was performed. The mathematical model is established using desirability technique and then the optimal machining parameters are determined. The best achieved WEDM performances - material removal rate and surface roughness are 10.46 mm3/min and 3.32μm respectively, by using optimum machining conditions - discharge current 2000mA, pulse on time 8.9µs, pulse off time 25µs and servo speed rate 150rpm at 0.8597 desirability value.

Keywords


Wire Cut Electrical Discharge Machining, Aluminium Composites, Response Surface Methodology, Desirability Method.

References





DOI: https://doi.org/10.4273/ijvss.10.6.16