Optimisation of EDM process parameters using Jaya Algorithm

作者: Neeraj Agarwal , Nitin Shrivastava , M.K. Pradhan

DOI: 10.1016/J.MATPR.2020.04.391

关键词: Material removalFunction (mathematics)Optimization problemAlgorithmPulse currentMathematicsProcess (computing)Duty cycleVoltagePulse (physics)

摘要: Abstract In this paper Jaya algorithm is successfully applied to solve optimization problem. Material Removal Rate (MRR), Tool wear (TWR), Radial Overcut (G) are taken as response function and Maximize, minimize respectively. While four EDM parameter considered input i.e. pulse current (Ip), on time (Ton), duty cycle (Tau) gap voltage (V). After experiment mathematical model were developed by Minitab 18. Optimization done

参考文章(12)
R. Venkata Rao, Jaya: A simple and new optimization algorithm for solving constrained and unconstrained optimization problems International Journal of Industrial Engineering Computations. ,vol. 7, pp. 19- 34 ,(2016) , 10.5267/J.IJIEC.2015.8.004
M. K. Pradhan, Estimating the effect of process parameters on MRR, TWR and radial overcut of EDMed AISI D2 tool steel by RSM and GRA coupled with PCA The International Journal of Advanced Manufacturing Technology. ,vol. 68, pp. 591- 605 ,(2013) , 10.1007/S00170-013-4780-9
Norliana Mohd Abbas, Darius G Solomon, Md Fuad Bahari, None, A review on current research trends in electrical discharge machining (EDM) International Journal of Machine Tools & Manufacture. ,vol. 47, pp. 1214- 1228 ,(2007) , 10.1016/J.IJMACHTOOLS.2006.08.026
Anil Kumar, Sachin Maheshwari, Chitra Sharma, Naveen Beri, Research Developments in Additives Mixed Electrical Discharge Machining (AEDM): A State of Art Review Materials and Manufacturing Processes. ,vol. 25, pp. 1166- 1180 ,(2010) , 10.1080/10426914.2010.502954
R. K. Garg, K. K. Singh, Anish Sachdeva, Vishal S. Sharma, Kuldeep Ojha, Sharanjit Singh, Review of research work in sinking EDM and WEDM on metal matrix composite materials The International Journal of Advanced Manufacturing Technology. ,vol. 50, pp. 611- 624 ,(2010) , 10.1007/S00170-010-2534-5
K.H Ho, S.T Newman, State of the art electrical discharge machining (EDM) International Journal of Machine Tools & Manufacture. ,vol. 43, pp. 1287- 1300 ,(2003) , 10.1016/S0890-6955(03)00162-7
R V Rao, P J Pawar, R Shankar, Multi-objective optimization of electrochemical machining process parameters using a particle swarm optimization algorithm Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture. ,vol. 222, pp. 949- 958 ,(2008) , 10.1243/09544054JEM1158
R. Venkata Rao, G.G. Waghmare, A comparative study of a teaching-learning-based optimization algorithm on multi-objective unconstrained and constrained functions Journal of King Saud University - Computer and Information Sciences archive. ,vol. 26, pp. 332- 346 ,(2014) , 10.1016/J.JKSUCI.2013.12.004
Naveen Beri, Sachin Maheshwari, Chitra Sharma, Anil Kumar, Technological Advancement in Electrical Discharge Machining with Powder Metallurgy Processed Electrodes: A Review Materials and Manufacturing Processes. ,vol. 25, pp. 1186- 1197 ,(2010) , 10.1080/10426914.2010.512647
Vijay Kumar Jain, ADVANCED MACHINING PROCESSES ,(2009)